You could say my estimate was optimistic, but I would argue that a year is a long time and there is no reason those same tasks could not have been accomplished within that time frame. In reality, it was probably two months of back-to-back work and ten months spent waiting in an invisible customer line that vendors pretended did not exist.

This short parable is a testament to the need for a careful and financially conservative approach. The lesson is simple: if I had started this project with a fixed pool of money to pay my bills, I would have run out of money. The reason the delay has not made a significant dent in the project scope is that I made sure my bills, while purchasing and holding this property vacant, were covered by recurring business income.

It should be your first rule in any project: make sure your income will be greater than your recurring bills when you take on something new. This is a strategy that anticipates delays and is designed to weather all economic conditions.

And so, weathering the storm, here we are at the shores of real construction. While we demolished the interior many months ago, much of the major demolition, including the carriage house, the terracotta extension, the decks, and the rear of the main building, remained ahead of us. Given the extent of the structures we are removing, we needed engineering plans to ensure we built the shoring correctly and to make sure the walls would not collapse.

The condition of the carriage house was terrible. The bricks near the roof were separating from the wall, creating a very dangerous situation. The rest of the wall was a hodgepodge of repairs and infill completed over the last century and a half. The old roof had already been removed during our “adventures in asbestosland.” It was time to take the structure down.

We decided to keep the side walls because their condition was sound, and there was no reason to risk disturbing the neighboring buildings, one of which is Troy City Hall. I know better than to poke the bear.

Taking apart the carriage house was no small feat. First, we needed to remove the roof and the front and rear walls of the second floor. Once we stripped off the subroof, we carefully removed all the loose bricks by hand. There were several areas on the back wall where water had leaked through the old roof. After a few years of freeze-thaw cycles, the face of the brick wall had deteriorated significantly.

The wall was in such poor condition that the crew simply used their hands to remove the bricks, brush off the layer of sand that had once been mortar, and then lift the brick from the course below. Unlike the front and rear walls, the side walls had been protected from the weather for the last century and a half.

In a building this old, you cannot simply start taking things down and assume everything else will cooperate with your plans. That is why we did not assume the side walls would remain standing on their own after the front and rear walls were removed. We are very confident that they will stay up, but we cannot gamble with the safety of the crew.

To provide an additional margin of safety, we installed lateral shoring between the two walls. This way, nothing would collapse by accident. Four horizontal supports were installed approximately twenty feet above the ground in preparation for removing the front and rear walls.

Next, we removed the old terracotta-block extension and the decks. I often wondered what people did in these spaces during the many years the storefront served members of the community. My best guess is that the terracotta extension was added when the luncheonette first opened in 1949 and was used as the kitchen and restroom area while patrons were seated in the front dining space.

As for the decks and stairs, their primary purpose was to satisfy fire-escape code requirements. My best guess is that the carriage house was used to house a separate business, Family Gardens Grocers. It appears that both businesses operated and advertised from this location throughout the 1940s and 1950s.

The earliest record I could find of the building’s commercial use was a postcard from 1918 showing Tappin’s, a jewelry store. The next businesses I found were Charlie’s Candies, Proctor’s Luncheonette, Proctor Sweet Shop, Family Gardens Grocers, an optical store, and two hair salons. I spent some time reviewing historical newspaper archives and found several interesting advertisements.

All in all, we are filling dumpster after dumpster and will spend more than $200,000 removing old brick, plaster, framing, roofing, and concrete. Why? Because, as they say in real estate, “Location, location, location.”

Being located in the heart of a walkable, historic Gilded Age city filled with cafes, galleries, and restaurants is something many people are willing to pay a premium for. As the building’s vibrant commercial history demonstrates, if the City of Troy is healthy and downtown is thriving, there are many reasons to be there and many reasons to call it home.

That is the thing about real estate. People often focus on the finished product and forget the process that creates it. They see a new apartment, a busy storefront, a renovated façade, or a crowded sidewalk café and assume the outcome was inevitable. As if all someone had to do was write a check and wait patiently for progress to arrive.

Nothing could be further from the truth.

Every project is really a story about uncertainty. Nobody knows exactly what construction costs will be two years from now. Nobody knows what interest rates will be. Nobody knows whether tenants will lease as quickly as projected or whether some forgotten structural issue will appear the moment a wall is opened. The investor is making a prediction about the future, and then spending years discovering how wrong that prediction was.

The reason I am willing to spend more than two hundred thousand dollars demolishing large parts of this building is because I am not really investing in the bricks. I am investing in the location. The demolition work, the engineering plans, the permits, the financing, and the construction are all just tools used to unlock the value that already exists here. The value comes from being in downtown Troy. The value comes from being surrounded by people, businesses, restaurants, parks, events, and all the other ingredients that make cities interesting places to live.

That perspective helps explain why I am so optimistic about downtown Troy over the long term. The individual businesses will continue to change. Some will thrive. Some will fail. New ideas will replace old ones. That process has been repeating itself for well over a hundred years. What matters is that there are enough people living, working, and spending time downtown to support that constant cycle of renewal.

When you walk through a city like Troy, it is easy to focus on what is broken. The vacant storefront. The deteriorated building. The road that needs repair. Those things are visible. What is harder to see are the incentives quietly pulling everything in the opposite direction. Every investor buying a building. Every entrepreneur opening a business. Every resident signing a lease. Every contractor rehabbing another apartment. All of those individual decisions add up.

In many ways, development is simply an act of optimism. Nobody would spend years of their life and millions of dollars trying to improve a property if they believed the future would be worse than the present. Every renovation is a bet that the neighborhood will be a little better tomorrow than it is today. Every restored building is a vote of confidence in the community surrounding it.

Demolition is one of the most satisfying parts of redevelopment. Before you can build something better, you first have to let go of what no longer works.

And so, after two years of planning, waiting, negotiating, designing, reviewing, permitting, financing, and preparing, we are finally arriving at the part most people think of when they hear the word construction.

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When we purchased the building in Troy, we weren’t buying a functioning apartment building. We were buying a “value add opportunity” (a shit-hole fixer upper). The storefront had been vacant for nearly thirty years, much of the building had suffered deferred maintenance, and the rear carriage house sat largely vacant, neglected, and near collapse. The project required a complete gut rehabilitation, structural stabilization, environmental remediation, extensive architectural work, and the construction of approximately 3,000 square feet of building additions. The goal was to transform a building containing three apartments and a storefront into a mixed-use property with twelve workforce housing units and a commercial space.

Like many historic buildings in downtown Troy, the challenge wasn’t whether the project would be valuable after it was completed. The challenge was surviving the journey between those two points. The dirty secret of historic redevelopment is that the finished building is often worth less than the amount of money required to create it. That statement confuses people because it sounds backwards. If a project costs three million dollars to complete, shouldn’t it be worth at least three million dollars? Not necessarily.

Real estate values are determined primarily by income. Construction costs are determined by labor, materials, regulations, insurance, and hundreds of other inputs that have very little relationship with income. When construction costs rise faster than rents, a gap appears. The entire purpose of economic development incentives is to close that gap. That is where the Industrial Development Agency enters the story. The Rensselaer County IDA was created, like most IDAs, to solve a problem that cities have struggled with for many decades. Cities need private investment. Investors need acceptable returns. Sometimes those two objectives align naturally. Sometimes they do not.

Nobody needs an incentive to build luxury apartments on Fifth Avenue in New York City. The market already provides enough motivation. But what happens when a building has been partially vacant for decades? What happens when rehabilitation costs far exceed what a lender considers normal? What happens when a project creates public benefits but struggles to support private financing? Those are the projects the IDA was designed for.

The mechanism most people know is the PILOT program. PILOT stands for Payment In Lieu Of Taxes. Contrary to popular belief, the building does not stop paying taxes. Instead, the property follows a predetermined tax schedule that gradually increases over time. The goal is simple. During the years immediately following redevelopment, when debt burdens are highest and risk is greatest, the project receives temporary relief. As the project stabilizes, taxes step up toward their full amount.

The concept is surprisingly politically sensible. Imagine a building generating taxes based on a neglected property worth five hundred thousand dollars. The owner invests millions into rehabilitation. The assessment immediately increases to reflect the new value. That sounds reasonable until you realize that the owner now needs to service construction debt, lease vacant units, stabilize operations, absorb cost overruns, and simultaneously pay taxes on value that has not yet translated into cash flow. The PILOT smooths that transition.

For our Troy Project, that matters enormously. By the time we submitted our application to the Rensselaer County Industrial Development Agency, we had already invested approximately $1 million into the project. Roughly half represented acquisition costs and another half represented architectural work, asbestos remediation, structural stabilization, utilities, and municipal approvals.

This is another part of development that often gets overlooked. People imagine developers buying properties and immediately making money. In reality, there are usually years of risk before there is any income. At the Fourth Street project, we had already spent significant money solving dangerous conditions, stabilizing the structure, repairing the roof, completing environmental work, and moving the project through design and approval.

The PILOT does not and will not eliminate that risk. It simply acknowledges its existence. The public benefits are equally important. The project transforms a property with three residential units and one chronically vacant storefront into twelve workforce housing units and a commercial space, which is already leased to a local cafe.

The storefront alone tells an interesting story. The commercial space had been vacant for nearly thirty years. The redevelopment supports bringing a local café back to the building and adds another active business to downtown Troy. A vacant storefront contributes almost nothing to a neighborhood. A functioning business creates jobs, pedestrian activity, sales tax revenue, supplier relationships, and economic momentum that spills into neighboring properties.

The housing component matters just as much. Troy, like many cities, faces increasing pressure on housing supply. Creating nine additional apartments within an existing downtown building does not solve the housing shortage. It does, however, move the city in the right direction.

Economic development rarely happens through a single massive project. It happens one building at a time. Another interesting aspect of our project is where the building is located. The project sits in Census Tract 407, an area identified as having a poverty rate exceeding 20 percent; the unemployment metrics that qualify the area as highly distressed under applicable economic development criteria. This context is important.

The purpose of the program is not merely to help developers. The purpose is to encourage investment in places where investment is needed most. If private capital naturally flowed into every distressed neighborhood, there would be no reason for an IDA. The program exists precisely because market forces alone often fail to produce redevelopment in these locations.

I was recently asked what the PILOT is worth. The honest answer is that it depends on assessments, municipal rates, the final structure approved by the IDA, and numerous future variables. Without a finalized PILOT agreement, any estimate is only that, an estimate. What I can say is that for a multi-million-dollar historic redevelopment, the value is often measured in hundreds of thousands of dollars over the life of the program rather than tens of thousands. More importantly, the benefit arrives during the years when it is most needed. The timing is often more valuable than the total amount.

That is another lesson real estate teaches repeatedly. Timing matters. A dollar received when a project is struggling can be worth far more than a dollar received when the project is fully stabilized. The application process itself is surprisingly straightforward, although not necessarily simple. The developer submits a detailed application describing ownership, project scope, construction plans, employment impacts, public benefits, tenant information, environmental review materials, and economic justification. The application is reviewed by the agency, subjected to environmental review, considered at public meetings, and ultimately evaluated through a public hearing process before final approval. The agency also requires fees, supporting documentation, and reimbursement of associated review costs. In other words, it is not free money.Nor should it be.The public deserves transparency whenever public incentives are involved.

That requirement for accountability is one of the things I actually appreciate about the process. At the end of the day, the PILOT program is not really a tax reduction program. It is a risk-sharing program. The developer assumes construction risk, financing risk, leasing risk, environmental risk, and market risk. The community temporarily reduces part of the tax burden in exchange for new housing, new businesses, construction activity, job creation, and a revitalized property. Both sides are investing.Both sides are taking a bet.

For the Troy project that bet means transforming a partially vacant historic building into twelve workforce housing units and a new commercial space in the heart of downtown Troy. Whether viewed through the lens of housing, economic development, historic preservation, or tax policy, that seems like the kind of deal these programs were created to support.

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On the Troy project, we were fortunate enough to have multiple institutions interested in financing our deal. Two of the strongest contenders were Pioneer Bancorp and Broadview FCU. These two banks took the time to look behind the numbers to understand how our business works. Sometimes the numbers tell a misleading story on the surface. Partners that take the time to look under the hood to understand those numbers are in store for a good deal. Those that don’t pass on the deal because it is not “vanilla” enough.

At first glance, the term sheets looked remarkably similar. Both were construction-to-permanent loans. Both required personal guarantees. Both used a thirty-year amortization schedule once stabilized. Both required environmental reviews, appraisals, title insurance, and construction monitoring. Both institutions clearly wanted to lend money on the project, which is precisely why comparing term sheets can be so difficult.

Most investors would immediately jump to the rates and loan amounts. That’s a mistake. The most important differences are often buried three pages deep inside the document.

Let’s start with the obvious stuff. Broadview offered a higher total commitment of up to $2.19 million compared to Pioneer’s $2.0 million. Sounds better, right? Not so fast. Broadview’s structure was split between an initial construction tranche of $1.98 million and a future earn-out tranche of up to $210,000 available only after stabilization and subject to a long list of conditions.

Pioneer, by contrast, kept things simple. Up to $2.0 million, subject to loan-to-value, loan-to-cost, and debt-service coverage limits. No separate earn-out structure. No second approval process after stabilization. That said, Pioneer did discuss a B-note (an add-on mortgage) to cash-out after stabilization, but since we already had a commercial lease during the underwriting process the bank decided to push the difference into the first loan and increase the initial funding. This may sound like a minor difference, but psychologically it is enormous.

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The bank only lends the last dollars for the project, so borrowing the cash upfront avoids the need to cough up a couple of hundred thousand dollars, only to get it back at the end of the project. As a developer, I don’t want to plan my project around money I may or may not receive later. If I need $2.15 million to make the project work, then I need $2.15 million today. Future conditional money is nice, but it is not the same thing as committed capital.

Then there was the equity requirement. Broadview required the borrower to contribute roughly 37% of total project costs and specifically referenced an additional equity injection of approximately $410,000 while Pioneer only required an 80% loan-to-cost ratio. In practical terms, Broadview wanted significantly more cash in the deal from me before they became comfortable releasing their borrowed funds.

This difference tells you a lot about how banks think; neither was saying the deal was bad. They were answering a different question: “How much of your own skin are you willing to put in the game?” When a bank demands additional equity, what they are really saying is that they would like you to absorb more of the early risk.

Next came the construction timeline. Broadview structured the loan around an eighteen-month construction period. Pioneer allowed two years of construction and stabilization before conversion. That’s an additional 6 months of interest only payments to help get the property stabilized, should we need it.

Now let’s take a step back and think about the Troy project. This project isn’t a suburban townhouse development where the developer has already completed twenty identical projects down the road. This is the adaptive reuse of a historic downtown building. We are changing layouts, converting uses, adding additional square footage, dealing with old construction, navigating municipal approvals, historic restrictions, and coordinating numerous professional consultants.

In a project like this, time is risk. The more experienced I become, the less I trust construction schedules. An extra six months may not sound important. In reality, it can be the difference between calmly solving problems and desperately scrambling to hit a lender-imposed deadline.

Then we get to the section that surprised me most. The prepayment penalties. Broadview had none. Zero. The loan could be paid off at any time without penalty. Pioneer had a declining 5%, 4%, 3%, 2%, 1% structure that reset again after the rate adjustment period if the loan was refinanced. If I am able to pay cash to pay off the mortgage there is no prepayment penalty. This was easily Broadview’s strongest feature. But a penalty some time in the future that may or may not exist depending on a refinance is not something I assign a lot of real risk to. On the other hand, flexibility wasn’t free. Broadview’s commitment fee was 100 basis points, or $21,900. Pioneer charged 50 basis points. Again, neither lender is right or wrong. One lender charged for flexibility up front. The other charged for it later.

As homeowners, we are trained to look for the lowest interest rate. As investors, flexibility is often more valuable. Real estate markets change. Interest rates change. Banking markets change. A loan with no prepayment penalty gives the borrower optionality. If a better opportunity appears, you can move. If rates drop, you can refinance. If another lender becomes more attractive, you can leave. That freedom has value.

Then we arrive at the section of the term sheet that ultimately mattered most to me: construction administration. This is where the two institutions revealed how they thought about risk. Broadview required lender-approved consultants, monthly construction draws, extensive documentation requirements, interest reserves, municipal approvals, surveys, contractor lien waivers, assignment of contracts, and numerous other controls around construction funding. Pioneer required construction monitoring as well, but the overall structure was substantially simpler and more flexible.

Many readers will assume simplicity equals less protection. For the bank, that’s true. For the borrower, however, simplicity has a different benefit: speed. Construction projects run on momentum. Contractors show up when they’re supposed to. Materials arrive when they are needed. Decisions happen quickly.

Whenever the financing structure slows those decisions down, costs start creeping upward. The irony of construction loans is that the lender’s risk management can create additional project risk. Not intentionally, but mechanically. That realization shaped my final decision. None of those factors carried as much weight as flexibility during execution. This project already had enough uncertainty built into it; historic restoration always does. The last thing I wanted was more friction between construction and the capital required to keep moving.

In the end, I chose Pioneer because the structure fit the project better. The additional construction timeline, simpler administration, and greater operational flexibility outweighed the advantages Broadview offered elsewhere. What makes this lesson interesting is that another developer could easily have reached the opposite conclusion.

If your strategy relies heavily on refinancing, Broadview’s lack of prepayment penalties might be incredibly valuable. If your project is simpler, faster, or less construction-intensive, the additional controls may not matter nearly as much. That is the real lesson to take away from comparing these two term sheets. There is no absolutely “best” term sheet.

Most investors shop for loans the same way they shop for gasoline. They look for the cheapest price and assume everything else is basically identical. The longer you spend in real estate, the more you realize that financing is not a commodity. Financing is a partnership. The lender is giving you money, while inserting themselves into your project, timeline, reporting process, and ultimately, your decision-making.

That is why I always start with the same question: Who wrote the term sheet? Because once you understand the lender, the rest of the document starts making a lot more sense.

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Before you read the first word of a term sheet, you start by considering who you are getting this term sheet from. Is it a bank, a credit union, a mortgage broker, a private lender, or a fund? It helps to know if your investor is conservative or aggressive in their expectation for returns. For our deal, local community-focused banks had the right mix of fiscal prudence and an appetite for a little more risk in quickly growing local neighborhoods. These banks really don’t want to own your property; they genuinely want you to succeed so you can pay them back. They are very careful picking the deals they want to lend to. So, if you found a good bank and got a term sheet, it means the bank believes in your deal.

If you give it a bit more thought, you quickly realize that the bankers do this all day, deal after deal. Since they want to keep their jobs, they are probably pretty good at picking winners. So, if you are concerned that your project is a bad investment, a conservative bank will let you know very quickly.

Mortgage brokers are an entirely different business model. A mortgage broker is not lending you money. They are selling access to other people’s money. Their job is to shop your deal around and find someone willing to fund it. This can be very valuable when your project does not fit neatly into a bank’s underwriting checkboxes. The challenge is that brokers are often compensated when the deal closes, not necessarily when it succeeds. In other words, they can help you find financing for a deal that a local bank would reject. Whether that is a blessing or a warning depends entirely on the quality of the deal.

It all depends on how profitable your deal will be. The bigger the payoff, the more you may choose to take on more aggressive financing terms. That is a risk that can only be measured against the chance of success. The more sure you are of the outcome, the more you are willing to pay to ensure that it happens. That is one of the core decisions you make as an investor based on how successful you think you will be and how much you are willing to bet on yourself. Those are hard questions to answer.

With the knowledge and understanding of who you are getting a term sheet from in mind, you can start to review the responses. You may have different offers through a mortgage broker, you may have found a few lending firms online, maybe a couple of banks, or maybe a mix of all of those. Either way, it’s now time to negotiate. The term sheets are offers to “buy” your mortgage from you. Compare the offers, do some research on what other institutions are offering. How else would you know if you got a fair rate?

So, how do you read a term sheet? Like I said, start with the author. Think about who is presenting you the deal and what kind of deals this firm or type of firm is known for doing. If you are getting money from a private firm that is in the business of lending their own money but does not take customer deposits, you are likely dealing with a hard money lender. In our case, we are dealing with a bank, so the key terms are the size, length of the loan, interest rate formula, amortization schedule, fees, and prepayment penalty. At a first pass, we are trying to get a general sense of how expensive or cheap this mortgage is.

Before whipping out a calculator and a spreadsheet, we want to get a comparative sense of the different term sheets. Look for the easy stuff: higher rates, shorter amortizations, and higher penalties. Now start to add things together. For example, if you got a higher rate, did you get a lower prepayment penalty? We’re still not at the calculator phase. We are just looking for pluses and minuses on each term sheet and how they may cancel each other out. A good deal happens at the intersection of all these variables. There is always time to get into the finer details. At first, though, let’s not lose the forest for the trees.

With an overall sense of the term sheets and a rough sense of better and worse, we can start to dig into the details. (If you can only get one term sheet for your project, you should seriously reconsider, and I will leave it at that.) There are so many variables to consider when reviewing term sheets that making a conscious decision to slow down was the only way to create the needed space to be able to think through the implications of all these different terms. For some people, a side-by-side chart comparing terms is helpful. For me, it’s time.

With the big picture settled, it is time to get out the calculator. The most important first question is what will your monthly payment be? (Interest, principal, and escrow.) The calculation is simple: rent - mortgage payment - expenses = cash flow. Compare the different offers, figure out the variations in terms, and set up your talking points for each potential funder to ready yourself to negotiate. Set up your ideal ask and put on your negotiating pants.

Now the funny thing about negotiation is that most people think it starts when you pick up the phone. It doesn’t. Negotiation starts long before that. It starts the minute you understand what you are looking at. If you do not understand the term sheet, you have no idea whether you have a good deal, a bad deal, or somewhere in the middle. And if you do not know where you stand, you are not negotiating. You are guessing.

The first place I always start is with the monthly payment because that is where fantasy meets reality. It does not matter how attractive the interest rate sounds if the resulting payment destroys your cash flow. A lender can give you the most beautiful term sheet in the world, but if the payment leaves you with no room for error, that deal is already fragile. Real estate is difficult enough without putting yourself in a position where every broken appliance or vacant unit becomes a financial emergency.

Once I know the payment, I start looking at the timeline. How long is the term? How long is the amortization? Is the loan fixed or floating? These questions sound technical, but they are really asking something much simpler. How much pressure is this lender putting on me? A ten-year term with a thirty-year amortization feels very different from a five-year term with a twenty-year amortization. The difference is not just mathematics. The difference is flexibility.

One of the easiest mistakes to make when reviewing a term sheet is focusing entirely on the interest rate. Banks know that borrowers do this. Mortgage brokers know that borrowers do this. Everyone knows that when a borrower receives a proposal, their eyes immediately drift to the interest rate. What borrowers often miss is that some of the most important terms are buried deeper in the document.

Take prepayment penalties as an example. Imagine one lender offers a rate that is one-quarter point lower than another lender. Sounds great. But what if that same lender charges a hefty prepayment penalty for five years? Suddenly that lower interest rate is not quite as attractive. Maybe your plan is to refinance after the renovation is complete. Maybe rates will come down. Maybe the property value will increase enough that another lender becomes attractive. A stiff prepayment penalty can quietly eliminate all of those options.

Then there are fees. Commitment fees. Origination fees. Processing fees. Legal fees. Construction monitoring fees. The names vary, but the result is the same. They all reduce the amount of money that ends up in your pocket. Whenever someone tells me they got a great rate, one of my first questions is, “What were the fees?” Sometimes lenders have a funny way of giving with one hand and taking with the other.

The next thing I look for is flexibility. This becomes especially important on construction and renovation projects. In our Troy project, one of the biggest differences between lenders was not the rate. It was how they would administer the construction draws. How often would inspections happen? How quickly would they release funds? How much paperwork was required? None of these items show up in a simple payment calculation, but they can dramatically impact your ability to execute the project.

The reason I care so much about flexibility is simple. I have never seen a project go exactly according to plan. Not once. Contractors get delayed. Materials go on backorder. Inspectors disappear on vacation at the exact moment you need them. The weather becomes uncooperative. Something always happens. It is not a question of if. It is a question of when.

That reality creates an interesting question. What is the purpose of financing? Most new investors would answer, “To get the money.” But that is only partially true. The real purpose of financing is to give you the ability to complete the project. If your lender creates unnecessary obstacles along the way, then the financing itself can become a project risk.

Once I have gone through all of these terms, I start preparing my response. This is where many investors become unnecessarily timid. They receive a term sheet from a bank and assume the terms are fixed. They are not. Some terms are highly negotiable. Some are somewhat negotiable. Some are effectively set in stone. The only way to know is to ask.

When we were working through financing for Troy, we asked for better rates, longer terms, reduced penalties, and additional flexibility. Not every request was approved. Some were immediately rejected. Others were partially accepted. A few were surprisingly easy. The point is not that you get everything you ask for. The point is that if you do not ask, you guarantee yourself a worse outcome.

One of my favorite lessons from real estate is that leverage applies to conversations just as much as it applies to money. If you have two lenders competing for your business, your leverage increases dramatically. If you only have one lender interested in your deal, your leverage decreases dramatically. This is why getting multiple term sheets is so important. Competition changes behavior. The same lender that was unwilling to negotiate on Monday suddenly becomes much more flexible when they learn someone else wants the deal.

At the end of the day, reading a term sheet is not really about understanding finance. It is about understanding risk. Every term inside that document exists because someone is trying to control risk. The interest rate controls risk. The fees control risk. The covenants control risk. The guarantees control risk. The lender is trying to create an outcome where they get their money back with a reasonable return.

Your job, as the investor, is to make sure that the lender’s effort to reduce their risk does not create too much risk for you.

That is why I always start simple. Who wrote the term sheet? What is the monthly payment? How much flexibility does the loan provide? What happens if things do not go according to plan? If you can answer those questions, you will understand more than most borrowers.

Because the truth is that a term sheet is not just an offer to lend you money. It is a blueprint for your relationship with that lender for years to come. The document tells you how they think, what they fear, and how they intend to protect themselves. If you take the time to read it thoughtfully and negotiate carefully, it will tell you almost everything you need to know about whether they are the right partner for your project.

And like most things in real estate, success usually belongs to the people willing to slow down, think clearly, and ask one more question than everyone else.

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No matter what you do with your money, you face some level of risk. Even if you keep your money safe in the bank, your identity may be compromised and your funds might get drained; incredibly unlikely, but not impossible. So, the real question is: am I getting appropriately compensated for the risk that I am taking? One of the easiest ways to tell how much risk you are taking is by trying to borrow from the bank. It is one thing to accept the risks you face when the money invested is your own; it is a whole different story when you have investors. When you borrow money from the bank, they become your investor. The good thing about getting the bank to lend you money, also known as becoming your investor, is that now you have access to an expert team whose whole job is to measure real estate risk, the bank’s underwriting team.

If you are seeking traditional financing, a thirty year fixed interest loan or something similar, the bank is likely more conservative than you are when it comes to trying to avoid losses. In the simplest of terms, if the bank will not lend you money, they think you are not a good risk. If they think that, you should very carefully reconsider your plans. Bank underwriting teams have far more experience and more accurate information than their borrowers. It is like choosing to follow a chef’s recommendations when looking for new restaurants to try. The banks have no emotional connection to your choices and sometimes ignore many of the very things that make us fall in love with a property. But as an investor with partners, profitability is always more important than likability. In our current Troy project, the underwriting banks do not care if we use linoleum or hardwood floors, fit in showers versus tile surrounds, or the level of finishes. They simply use the number of bedrooms and the square footage to estimate revenue potential. As my investor, the bank will not lend me the money for the fancier finishes.

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When the bank lends you money, you get leverage, the ability to get higher returns with the same investment. If your down payment was ten percent, and the bank will lend you money at seven percent interest, but you can use it to make a ten percent return, your cash on cash return is thirty seven percent. You get nearly four times higher profits than simply investing your down payment without a loan. At the same time, it also means that every one percent decline in the price of your property will cost you ten percent of your original down payment. Those are the two sides of the risk you are taking, upside risk, profit, and downside risk, loss. Keep in mind, you are doing this on the back of a bank that is borrowing that money from its depositors, adds two to three percent on top of what they pay depositors, and lends it to you, with the added interest as their fee for making the loan to you. Put that in perspective, a bank gives you a one hundred thousand dollar loan, but they will only make two to three thousand in revenue per year. There is not a lot of room for mistakes here; the bank really does not want to lose money. That is precisely why most banks require a twenty to twenty five percent down payment for investment properties.

So, when it comes to getting money from the bank, you have to provide a bunch of documents and prove exactly how much risk the bank is facing in lending you these funds. Needless to say, the process of getting funding from a traditional bank is very much an exercise in bureaucratic paperwork hide and seek. They always want lots of documents, sometimes to a point of invasiveness. It is not trust and verify, it is verify and do not just trust. You start the process by pricing the loan. If you are taking a simple thirty year fixed mortgage, or any other conforming mortgage for that matter, all you really care about is the interest rate. Conforming mortgages will all basically have the same terms. If you are purchasing an investment property with a commercial mortgage, the terms will be different for each bank’s offer to lend.

For the Troy project, we reached out to four local banks. In a town like Troy, the local banks have a vested interest in the community and will give you better rates than the big banks. More importantly, they understand the local market dynamics in a way that the big banks never will. A local bank has a local underwriting team that is seeing local deals day in and day out. If you think the opinion of the bank is an important milestone in understanding how good a deal is, local underwriting teams are an invaluable source of knowledge. Of the four term sheets we got on this deal, two were competitive and the others were just too expensive. With two serious contenders in hand, it was time to share the term sheet information and compete them against each other.

After asking for their most competitive rates, longer terms, and reduced prepayment penalties, we landed on a winner. The real choice came down to all of the terms surrounding the construction loan and funding process. While both banks were fairly similar in terms, one was far more flexible in our ability to manage our own funds throughout the construction process. So I signed on the dotted line. We got thirty day SOFR, secured overnight financing rate, plus two point seven five percent for the duration of the construction, converting to a fixed rate at FHLBNY, federal home loan bank of New York, plus two point four zero percent, for a combined term of ten years. But the negotiation is just the end of the beginning.

Once the loan closes, everything changes. The numbers that looked clean and rational in a spreadsheet suddenly turn into obligations that show up every single month, whether your project is going well or not. The bank does not care that your contractor is a week behind schedule or that you are waiting on a permit that some clerk forgot to stamp. They do not care that you uncovered something inside the walls that no inspection could have realistically caught. The payment is due when it is due, and the interest keeps accruing whether you are making progress or standing still.

This is where a lot of people confuse getting access to capital with actually knowing what they are doing. Just because a bank agreed to lend you money does not mean you have somehow passed a test of competence. It just means that, based on the information they have and the structure of the deal, you fall within a range of acceptable risk. You are one of many loans in a portfolio they expect to behave in a certain way. They are not betting on you because you are special. They are betting that, across enough deals, the math will work in their favor.

It is rarely one catastrophic failure that derails a project. It is usually a series of smaller things that stack up faster than you expected. A delay here, an unexpected cost there, a contractor who slightly oversold their ability to deliver. None of these things individually kill the deal. But stacked on top of debt, they start to eat away at your margin for error. What felt like a comfortable cushion begins to disappear, and suddenly you are managing pressure instead of managing a project.

Risk is the thing that never shows up in the pro forma. The model assumes things move forward in a relatively straight line. Revenue comes in when expected, costs land within a defined range, and the timeline behaves itself. In reality, everything drifts. Tenants do not pay on time, units take longer to lease, materials cost more than they did six months ago, and approvals take twice as long as anyone promised. None of this is surprising if you have been through a few projects, but that does not make it any less impactful when it is your deal and your capital on the line.

What becomes interesting is how much information the bank is actually giving you throughout this process, if you know how to interpret it. Most borrowers look at underwriting as an obstacle to clear, something to satisfy so they can move on. In reality, it is one of the few objective filters you will encounter. When a bank pushes back, lowers their loan amount, or refuses to participate, it is not personal. It is a signal. Based on the data they trust and the deals they have seen, something about the risk profile does not meet their threshold.

You do not have to blindly accept that conclusion. Banks are conservative by design, and they miss things just like anyone else. But choosing to completely ignore that signal is a bit like ignoring a weather warning because the sky looks clear at that exact moment. It might work out once or twice, but over time it tends to catch up with you.

On our Troy project, the difference between the competing banks was not dramatic in terms of the headline rate. A few basis points here or there simply does not move the needle enough to justify overthinking it. The real difference showed up in how each bank structured the relationship, how quickly we could access funds, how restrictive the draw process would be, and how flexible they were in letting us manage capital through construction. Those details do not look exciting on a term sheet, but they end up mattering far more once the project is underway.

After a while, you start to adopt a simple rule that cuts through a lot of noise. If a deal only works because of leverage, it probably does not work at all. The loan should enhance a solid foundation, not create one. A good project should be able to absorb mistakes, delays, and underperformance without collapsing. It does not need to thrive under those conditions, but it has to survive them.

Because at some point, something will go wrong.

That is where leverage stops being a trick for higher returns and starts becoming a responsibility. And that shift, more than anything else, is what separates the people who last in this business from the ones who do not.

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There are times in the process of real estate development when it seems impossible to bring together so many loose ends in a manageable timeframe to get a construction project started. So many threads are flailing at once, but it’s your job to wrangle them all and tie them down—securing permissions, financing, and resources. There is an idiom I love that captures this feeling incredibly well: jumping off a cliff and assembling an airplane on the way down.

We are about to get rolling on the construction of our Troy project. The site has been empty for a couple of months as we grabbed those loose ends and tied them down. These are the ones we’ve handled so far: historic district approvals; architectural revisions; contractor selection and scheduling; financing contingencies and lender approvals; legal documentation and title clearance; utility connections and permits; tenant pre-leasing commitments; supply chain delays for key materials; insurance requirements; inspection scheduling and compliance issues; and tax incentives still under review.

One of the biggest challenges in building the plane on the way down is having to learn new skills you weren’t prepared to learn, in order to solve problems you didn’t know you would encounter—the aptly named unknown unknowns. While the solution sounds simple—just learn quickly—knowing you can learn new things doesn’t mean doing so is easy. If you know you can learn quickly, it usually means you’re already good at something, and you know it. It’s the getting good at the new thing part that is the real challenge. But sometimes, talent and grit are all you really need. After all, sometimes four words are enough: “I think I can, I think I can, I think I can…”

On this project, I had to learn about historic preservation tax benefits, commercial leases, construction loan financing, municipal industrial development authority programs, and asbestos remediation. When unknown unknowns become known unknowns, it’s my job to turn them into known knowns. You need to believe in your skills and abilities to overcome challenges you have not previously encountered. Sometimes, confidence is all you need.

I have always been amazed at how some people succeed purely from confidence; they simply talk themselves into incredible situations. Of course, they are lucky enough to be in the right place at the right time, but beyond that, what really sets them apart is their willingness to ask. At the same time, I have met many people who could absolutely pull off incredible things but don’t see themselves as “worthy”; they lack confidence. Opening a business is scary and hard. Buying an investment property, finding a new job—these are all major decisions in life. The question you need to ask yourself is this: when you’ve faced these decisions, did you jump, or were you pushed? That’s the simplest way to gauge your confidence.

The Adaptation

In the beginning, you tell yourself you’re just learning the mechanics—how to read a zoning code without your eyes glazing over, how to negotiate a contract without giving away the entire deal, how to sit across from a lender and sound like you belong there. You collect skills like tools, one by one, each tied to a specific part of the process that needs to be completed at that moment.

But somewhere along the way, almost without noticing, something more subtle happens. The tools stop feeling borrowed. The decisions, once difficult and requiring research, become instinctive. And yet, paradoxically, that sense of “arrival” never quite settles in. Because every new project resets the table—new unknowns emerge, new gaps in your knowledge expose themselves, and once again you have the uneasy realization that you are both experienced and unprepared at the same time.

Even more disorienting is the realization that the outside world often recognizes the shift before you do. People begin to treat you differently. They defer to your judgment. Another deal emerges, another set of constraints, another unfamiliar problem disguised as an opportunity. And so you lean on the only evidence that matters: not that you know everything, but that you have survived not knowing before.

Over time, you begin to understand that confidence is not rooted in mastery of the present, but in a quiet trust in your ability to adapt to whatever comes next. The identity you’ve built is not that of someone who has all the answers—it is of someone who no longer needs them in advance.

The Arrival

Deciding you are worthy is not as simple as it sounds, because worthiness is deeply entangled with risk. To declare yourself ready is to expose yourself to the possibility that you are not. Every deal you pursue, every project you champion, becomes a public experiment in your own capability. This is why so many capable people remain on the sidelines—not because they lack skill, but because they are unwilling to subject themselves to that level of scrutiny without guarantees. A steady paycheck is just one such guarantee.

Worthiness rarely announces itself in clear terms; it shows up as hesitation, as overanalysis, as the need for one more piece of validation before moving forward. You look around the room—at people who seem more established, more certain, more legitimate—and assume they crossed some invisible threshold that you have yet to reach. While that imposter syndrome feeling doesn’t go away, your inexperience does.

But over time, you begin to notice something unsettling: that threshold does not actually exist. The people who move projects forward are not the ones deemed worthy in advance—they are the ones who acted as if they were, long enough for the world to agree. Eventually, I think I can becomes I know I can, but it happens so subtly you only realize it when you have long since passed that point.

Confidence, in that sense, is less a personality trait and more a decision to stop seeking permission from an audience that was never explicitly asked to grant it.

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For many of us, the fear, uncertainty, and doubt we feel are the actual forces holding us back. I, like many people, can sit down and go through a projection, build a model, and try to forecast the future. While some people will read that model and gain the comfort to sleep soundly at night, others will feel anxiety from the simple act of looking at seven-figure numbers that could soon become debt. For me, the uncertainty of a project before all the loose ends are tied down can become a monster of worry. Over the last couple of months, my stress and anxiety caused by the project have been very difficult to deal with . While I have a great deal of confidence in my track record and abilities, focusing on worst-case scenarios tends to be where my thoughts are sometimes trapped.

Catastrophizing is a bitch; it’s a cognitive distortion that prompts the thinker to jump to the worst possible conclusion, usually with very limited information or objective reason to despair. In reality, the worst-case scenario almost never happens. So many mistakes and bad decisions have to come together before any kind of predictable catastrophe can happen that most experienced operators can see it coming a mile away and can mitigate a majority of the issues along the way. Nevertheless, while one part of your mind knows full well there is a nearly zero percent probability that the worst case will actually happen, what you feel has little connection to what is observed.

On this project, I began the journey with the goal of being my own general contractor. As I spoke to different plumbers, electricians, and contractors, it quickly became clear that I was being bid higher prices than an experienced general contractor (GC). Sure, a GC will take a profit and cost more, but if they are skilled, they will create a great deal of value by leveraging their in-depth knowledge of vendors in the community and bringing in the price of the project at a competitive market rate. So, I made the decision to pivot. I decided to find some reliable and knowledgeable local GCs who might be interested in bidding on this project.

This decision would clearly slow down the project, add uncertainty about the cost, and introduce the typical “nothing in construction makes deadlines” bullshit. In hindsight, it is clear that I was setting myself up for many situations where I have incredibly limited information. Of the four GCs that I began with, the first informed me that he was transitioning to live in Florida but that I should rest assured he would be able to do a good job while being away 50% of the time; I’m not that dumb. He was off the list. The second, referred by a local plumber I was working with, didn’t realize that I had sent him the blueprints, lied about his progress, and proceeded to give me a bid that only included framing and demolition. That took nearly three weeks; he was off the list. The third, a reputable local contractor with an office across the street from the job site, started the process off well. We began by bidding on a smaller project, the demolition of the carriage house, to establish a baseline for our working relationship. The idea was simple: see how this GC handles interpersonal relationships and understand how their pricing ranks in the market.

During this whole process, the third GC had been sent the drawings and was offered a paper copy he could pick up from the architect, whose office was no more than 500 feet from the GC’s office. Like our second candidate, this GC was also dishonest about working on the bid for the larger project. I know this because he didn’t bother to pick up the paper blueprints, which he specifically requested, for over a month. In the meantime, I received a bid for the demolition. It was 10% higher than my other bid. As a person who prides himself on doing quality work, I rarely take the lowest bid. So, in this case, I picked up the phone to get a clearer understanding of why I would be better off paying the third GC an extra 10%. I’m no dummy, good people who do good work expect to get good pay. It is that simple.

In the process of trying to understand how the third GC creates value, the conversation went off the rails. It seemed like asking for an understanding of how this GC creates more value and justifies the price was a bridge too far. When I mentioned who the other GCs were, the response was immediate and angry: “I can’t beat that guy’s price.” I responded by explaining that I don’t generally choose the lowest bid but would like to understand how this GC views himself as creating more value for his clients. In his anger, he lost the plot and the opportunity. Better still, two weeks later, his partner called to check in on the status of the project, having no idea that his partner had blown the whole deal.

As someone who has worked in big corporations, small companies, and even government, I assume that people are generally competent. In this business, that is not true. Dealing with eight weeks of uncertainty about whether I would actually find a competent GC and get a reasonable price created a lot of stress. Moreover, without the GC contract in hand, I cannot get a loan from the bank to finish the project, causing compounding stress. All I needed was a decent GC and a reasonable price; after that, I knew everything would fall into place. In the meantime, I was left with the uncertainty of the path to completion. Were there other GCs? Of course, but in this small town there were only a handful that could take on this project. Anyone else would need to come in from out of town and likely does not have a relationship with the local code enforcement office, an in-depth knowledge of this municipality’s quirks, or an understanding of the local trades providers. In short, it costs more when the vendor is unfamiliar with the area and all their employees have to travel a significant distance.

During this period, I was so stressed out that it was difficult to keep up with my blog and stay level-headed without fearing catastrophe. After all, I have more than 25 years of experience finding, selecting, and contracting vendors for my construction projects. Losing three out of four candidates who were already vetted and supposedly competent made me fear I would find no one reasonable. You can always find someone who will do the job at an exorbitant price, but this is a business and it needs to make economic sense. I was losing sleep and worrying far too much. Sometimes, it is hard to escape the enormity of your responsibility when taking on life-changing multi-million-dollar investment projects. This isn’t a job where I would be losing the money of faceless or nameless investors; these are my investments, and my family relies on me. In reality, though, this does not make highly improbable worst-case scenarios any more likely, the cause of most of my stress was all in my head.

The fourth GC, though, was the real professional. We had already done a smaller project together, the new roof, so I had confidence we could get to a fair bid and sign a contract. Even here, the process was atypically slow; it probably took a month longer than it should have. That said, never let perfect be the enemy of good. So, while I have managed to work my way through the process, it took a significant toll. The only other times in my life that I experienced this level of stress were during one of the many “downsizing” events I experienced while working at one of my handful of corporate jobs. In reality, even in those difficult situations, I worked my way through to a good outcome. While I am clearly aware of my own track record of creating good outcomes, at times the lack of information makes the outcome feel unschedulable and the path to the goal feel like it has vanished.

Over the years, I have come to understand that part of why I am successful is based on my ability to understand what a successful outcome looks like and the steps it takes to reach the goal. As you plan any path forward, you always try to forecast possible obstacles to prepare for or prevent them. The problem is that there are so many points of failure along the path to the goal. Each has a low probability of happening, but you need to be careful to avoid them all. Sometimes a swarm of gnats can look like a giant beast, but a steady mind and a swipe of the hand can easily destroy that illusion.

At some point, you realize the stress is coming from the space between what you know and what you don’t. That gap starts to fill with noise if you let it. Projections turn into assumptions, assumptions turn into fears, and before long you’re reacting to outcomes that haven’t happened and, in all likelihood, never will.

At the same time, you start to respect that things will go wrong. Not because you’ve failed, but because that’s just how projects work. People drop the ball. Timelines slip. Pricing changes. The goal isn’t to eliminate that risk, it’s to make sure no single failure has the ability to take you out. You build options. You keep backup paths alive. You make sure you’re never in a position where one person or one outcome controls everything.

Over time, you start to see it differently. The anxiety doesn’t disappear, but it changes shape. It stops feeling like a warning sign and starts feeling like a byproduct of being in the arena, of operating at a level where the stakes actually matter. Most people never get there, not because they can’t, but because they’re unwilling to sit in that discomfort long enough to move through it. And that’s where the leverage is, not in avoiding uncertainty, but in carrying it better than the next person.

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As I was setting out on the project in Troy, I found that there are a number of programs and incentives that make it a no‑brainer to decarbonizing the building’s heating systems. In our case, using air‑source heat pumps (two‑way ACs) would allow the unlock of tens of thousands of dollars of incentives. So, to get a sense of what this part of the project cost, I followed the traditional path of seeking out a professional to help me price it out. Since we are doing 12 apartments and a store, I knew this bill would be anything but small. The two installers that I spoke with specified a traditional mini‑split system with a compressor unit somewhere outside and one or more indoor units to distribute the heat/cold. After good and insightful conversation, the bids came in at $160K and $155K, both sounded very reasonable. What I did not know at the time was the alternative I had.

Installing compressors on rooftops and hanging off the side of a building requires both skilled installers and a good deal of electrical work to supply the units. But in the end, as an owner or tenant, I don’t care about any of that. All I want is reliable and inexpensive heating and cooling. So, when I came across a new class of product, the self‑installable window heat pumps, in a saddle form factor, I was immediately curious. These units do not require a professional installation. You hang the unit out the window, plug it in, and you are off to the races. Unlike window AC units, the window is still usable. Once I thought through this new form factor and its positive implications from an operating perspective, the next question was cost. In most situations ease of use and convenience drive a premium into a product’s price. But what about these?

I first saw these units at the New York Build Expo and was instantly impressed. At that time, I was not yet thinking we would need them for the Troy project, so I never asked about the cost. In one of those strange coincidences that are hard to explain, I saw a post on my LinkedIn feed from Gradient Comfort a couple of weeks ago from someone in my network. It was at that point that I realized that I knew the company CEO, small world. My curiosity was piqued about the price. So, I reached out to my local sales rep to get a price.

In my mind, I was anchored by the prices of the other bids. So, I was almost shocked when the price came in at $70K. Even better, with the decarbonization credits handled by the vendor, the price drops to $40K. At first, I was very doubtful, it seemed too good to be true. I could save over $100K and still install the newest heating and cooling technology? I dug into the product’s specifications, discussed how this product will be accepted by the local building code compliance, and looked into other field deployments of this tech. It didn’t take long. After a couple of hours, I knew this was both legit and disruptive.

I realized that when I first saw this technology it was presented as a solution to decarbonize large apartment buildings with old oil or gas boilers. In my mind I didn’t make the connection until months after I first saw this technology. The funny thing is, most of the breakthroughs that actually move your life or your business forward don’t come from grinding harder inside the same narrow lane. They come from bumping into something new, letting it bother you in a productive way, and then connecting it to something you already know.

The real engine of value creation is a mind that stays porous, curious, and willing to explore ideas that don’t have an obvious payoff yet. Creative thinking isn’t about being whimsical, it’s about building a bigger internal library so you can recognize patterns other people miss. The more inputs you expose yourself to, the more raw material you have for insight. And when you start stitching those inputs together, a detail from a building, a behavior from a landlord, a principle from a completely different domain, you unlock leverage that looks like intuition from the outside but is really just accumulated dots finally connecting.

At the end of the day, this is the same discipline great product managers use: ignore the noise, ignore the feature lists, ignore the shiny distractions, and anchor everything to the outcome the user actually cares about. In this case, it’s simple, reliable, and inexpensive heat and AC. That’s the “job to be done.” And once you frame it that way, the rest of the analysis snaps into place. You stop obsessing over form factors and marketing claims and start evaluating which solution consistently delivers the outcome with the least friction, the lowest lifetime cost, and the fewest surprises. Creative, curious, exploratory thinking isn’t abstract; it’s a practical tool for uncovering better paths to the same goal. When you stay focused on the outcome, you see value where others see novelty, and you avoid paying a premium for complexity that doesn’t move the needle.

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By now, I am sure you have heard the term “landlord special” more than a few times to describe how some owners treat their property. If not, “landlord special” is the home‑improvement equivalent of putting lipstick on a raccoon: a fast, cheap, suspiciously shiny “fix” that solves nothing but looks acceptable from six feet away if you squint and the lights are off. Like all things, landlords come on a spectrum: from those who deserve to go to jail to those making sure loving families have a place to raise a family. As someone who has seen this business from the inside for almost 30 years, I have come to the conclusion that there are four basic categories of landlord quality.

Over the years, I’ve learned that the real story of a building isn’t in the listing photos, it’s in the tiny decisions an owner makes when no one is watching. The trim that doesn’t quite meet the wall, the outlet that was “good enough,” the paint job that stops half an inch before the corner. These details reveal the mindset behind the property, and once you start noticing them, you can’t unsee them. They’re the breadcrumbs that tell you exactly what kind of owner you’re dealing with.

The Operator - this owner understands that they are investing in a property, a town, and its people. Continuously maintaining and upgrading properties to drive the highest quality customers and premium top-of-the-market rents. This does not mean luxury it means that even if you own a trailer park, you target the best trailer park residents in your area. This operator knows that quality tenants will dramatically reduce operating headaches and ensure more consistent cash flows. Most importantly when the time will come to sell the property it will bring a premium for it’s exceptional level of maintenance and top-of-market rents.

The Investor - this type of landlord fails to understand that they are providing a service to customers, they think they own some kind of bond that pays a dividend with no attention work or reinvestment. While they understand how to maintain the value of the asset, fix and maintain the property, they never really invest to dramatically improve their property. These landlords create flip opportunities for future buyers. They refuse to make upgrades that will drive value to the next owner since some cannot be captured by raising rents. In the end, failing to combat the aging of a property will slowly erode value and lead to sales at the bottom of the appraisal comps range.

The Honest Slumlord - this owner will only act when they are forced to by the authorities. They see tenants as walking ATMs that “owe” them money every month. If you walk into an apartment showing in a unit that had clearly not been cleaned, see messes behind the kitchen stove, and everything painted over with way too many layers of paint these are the primary clues. The best thing about this type of landlord is that their lack of shame makes it so much easier to identify them and see through their bullshit. That said, many of these lanlords provide low cost alternatives, so long as you are willing to struggle to get everty fix done.

The Lying Slumlord - this type of landlord is a little hard to detect. This type of landlord cleans and repairs place before renting them out, giving you the impression of a professional operator. In reality, they will cover over dangerous defect and hide everything. Some of these landlords have tens or hundreds of violations that had been left unaddressed for years. The difference is that they put on a good show when you are renting your place, but if you find the building is infested with roaches or mice, get ready for dealing with the smallest and dirties roommates that you can never evict.

There was an NYC landlord whose buildings went months without heat, hallways dark because the wiring was never repaired, front doors that wouldn’t lock, and ceilings that sagged from leaks no one bothered to trace. HPD issued violations; he shrugged. Judges issued repair orders; he ignored them. Eventually the city stepped in, made the emergency fixes themselves, and sent him the bill, which he also ignored. By the time the marshal came knocking, it wasn’t about the broken boilers or the mold‑choked bathrooms anymore. It was about contempt the simple truth that you can only defy the law for so long before the law comes looking for you. And so he spent his days in a Rikers jumpsuit, a reminder that in housing, neglect isn’t just bad business; it can become a jail‑worthy choice.

It does not matter if you are a potential owner or potential tenant, understanding who is on the other side of the deal from you is crtical to understand the consequences of their behavior, there is a lot to read into from what is shown and what is hidden. As a potential tenant, they key is to understand how the relatioship with your landlord is likely to take shape. Sometimes, accepting a less than ideal landlord, may be a good tradeoff if the rent is cheap enough. The hardest part is assessing how much bullshit you will have to deal with before you get yourself tied up in a transaction that is really really hard to get out of. As a potetial buyer, you need to have your head on a swivle when it comes to identifying places when negtive value can be hidden: painting over black mold, buried oil tanks, foundation damage, and many others.

Once you start reading a building the way an operator does, you realize you are not just inspecting materials and systems. You are studying the person who made the decisions behind them. Every shortcut, every overpainted detail, every oddly timed repair is a clue about how this counterparty behaves when pressure shows up. That is why I treat the early phase of any deal as a quiet diagnostic. You gather signals, map their habits, and only then bring in the lens of game theory to understand how their incentives shape the moves they are likely to make. Once you see the pattern, you can predict where the friction will come from and design a strategy that increases the probability of extracting real value before their operating style becomes your problem.

When it come to entering into any transaction where you are the customer, you can use general patterns and huristics to analyze the product more deeply. As a potential tenant you need to evaluate the physical space as well as the landlord’s service, you are paying for both. As a buyer, you need to know as much as possible about the property where much of what is most important to know is behind the walls. And once you learn to read those signals, you start to realize you are not just diagnosing a building, you are forecasting the behavior of the person who shaped it. Every landlord type leaves a signature pattern, and once you recognize it, you can impute the problems that are almost guaranteed to surface later. The Operator’s building tells you the surprises will be minimal and the numbers will hold. The Investor’s building tells you the bones are fine but the deferred upgrades will land in your lap. The Speculator’s building tells you the real work hasn’t even started. And the Slumlord’s building tells you to run the other way or price the deal like you are buying a distressed asset at auction. Pattern recognition becomes a form of underwriting. You are not guessing anymore. You are assigning probabilities, estimating the true cost of their habits, and baking that into your offer before the first negotiation even begins. That is how you protect your downside and capture the upside the previous owner never saw.

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Over the last year and a half, the forces driving adoption of AI have been irresistible. Product enhancements enabling active retrieval of online information, composition, and its presentation have dramatically increased the usefulness of these tools for property developers. A second area of enhancements has also made a profound difference in the usefulness of these tools, namely the ability to access local archives of information. This functionality means that the individual context of each deal and the uniqueness of its structure and location can all be considered when working to solve the hard problems. As a developer working on an individual property in an individual town, most of the critical project context will come from the work done by architects, engineers, and lawyers. In other words, your contracts and your designs.

In the last few weeks, I have come to realize that the improvements in these AI products are really beginning to add value to the work I do. There has been a great deal of chatter in real estate media and online communities about the use of AI to relieve the drudgery of repetitive tasks, specifically tenant communications and administrative tasks. Since I do not manage properties on behalf of others, these are not tasks I am trying to avoid. I want to know my tenants. I want to know what is going on with my building. So for me, adding a layer that dissociates me from my business seems unwise. I keep my properties at the highest level of maintenance and work hard to select reliable people to occupy my units. If things don’t break and neighbors act decent, you get very few calls, emails, or texts from tenants. For those times when tenants do reach out, a simple appointment with an appliance repair vendor, exterminator, or plumber will be enough to resolve the issue. You don’t need to triage problems if you invest to prevent a majority of them in the first place. That is why, for me, the value in AI tools is more closely linked to property development strategy and financing than tenant request handling and scheduling.

As someone that started their career in municipal government and later worked in market research and business strategy, I think I am exceptionally good at researching government and policy‑related stuff. And that is exactly where I found AI tools to create the most leverage for me. Between the state and federal historic restoration incentives, state and federal energy efficiency incentives, state and local industrial development initiatives, federal economic development incentives, and public/private initiatives, there are so many opportunities for benefits to the project that it is almost too hard to wrap your mind around if you have not been in commercial property development. While most of this is somewhat new to me, my real estate and municipal government experience gives me just enough knowledge to make me dangerous. Why? Because it used to be required that you were smart enough to ask the right questions AND find the right answers. With AI, you only need to be half as good, you only need to know how to ask the right questions. So, I asked a whole lot of questions about any type of program I could find, and used AI to find some more.

We knew our current project in Troy was in the historic district before we even owned it. What we did not know was if the building was qualified, the magnitude of incentives, and the cost of compliance. Our building, a brick Italianate from the 1830s with a 1900s makeover in the downtown Troy historic district, opened the door to the Federal Historic Rehabilitation Tax Credit. The program offers a 20% credit on qualified rehab costs for income‑producing buildings listed on (or eligible for) the National Register or located in a historic district. Since 80 4th Street is a contributing structure in Troy’s district and our renovation is substantial, we initially qualified. New York State stacks another credit on top, up to 30% for small projects. But certified historic restoration comes with a steep premium: SHPO‑approved materials, preservation architects, historically accurate windows, and NPS‑compliant methods can push a $1.5 million project toward $3 million. Without large capital gains to offset, the economics flipped. The credits were powerful, but the cost structure only made sense for investors playing a different tax game.

We also discovered that the building was in a Federal Opportunity Zone, which was renewed shortly after we acquired the property. OZ rules allow investors to roll capital gains into a project, defer taxes, and pay no capital gains tax on appreciation after a 10‑year hold. For someone investing their capital gains, that could mean six‑figure tax savings if the property appreciates. To qualify, we structured the project as a Qualified Opportunity Fund and confirmed our renovation easily met the “substantial improvement” test. OZ status didn’t give us free money, but it unlocked cheaper equity, an advantage we wouldn’t have spotted without the help of AI.

Energy incentive questions led us to find another layer of programs. The federal 179D deduction could save us several thousand dollars for energy‑efficient upgrades, while the 45L credit offers $2,500–$5,000 per apartment for high‑performance units, potentially $30,000–$60,000 across our 12 planned units. NYSERDA programs and utility rebates for heat pumps, insulation, and solar could add tens of thousands more. AI helped us identify the exact efficiency targets, certifications, and paperwork required, turning what used to be a maze of obscure programs into a clear checklist.

On the local side, the Troy Industrial Development Authority became a major win. After reviewing past deals and submitting an application, we are going to pursue a 10‑year PILOT agreement that will save on property taxes, provide a sales‑tax exemption on materials for the building project, and a $10,000 mortgage‑recording‑tax waiver. These savings directly improve project viability and allow us to reinvest in better finishes and systems. AI helped us parse through the program guidelines with ease to understand our qualification and potential benefit.

Leveraging AI made it possible for us to discover incentive programs we did not know existed, helped us avoid wasting time on programs we would not be eligible for, and helped us to quickly quantify and prioritize all the others. When you start working with these tools, the first shift is learning to treat AI like a junior analyst with infinite stamina. It won’t guess what you want, and it won’t magically intuit the structure of a problem. But if you give it clear constraints, defined outputs, and a well‑framed question, it will return leverage that compounds. The second shift is realizing that none of this works without a local archive. Your contracts, drawings, pro formas, emails, and municipal correspondence are the real intellectual capital of a deal, and the moment you centralize them, cleanly, consistently, and in a way that’s queryable, you unlock a level of clarity that simply didn’t exist before. If the AI knows enough about your project it can tell you if you will meet the qualification criteria. From there, the discipline becomes using AI as a second brain. Run your numbers manually, then run them again through the model. When the two disagree, don’t panic; investigate. The gap is where risk hides, and closing that gap is where judgment sharpens. AI is often right, but sometimes wrong. Don’t trust, just verify.

As you move deeper into a project, you’ll notice that AI is most valuable in the fog‑of‑war phase, the stretch where you’re still decoding the architect’s drawing, comparing contractor bids, or trying to understand the real constraints buried inside a code section. The faster you collapse uncertainty, the faster you can move, and these tools are built for exactly that kind of compression. As a decision maker, I can now gather far more data and throw my research tentacles much farther than Google’s basic search engine ever let me do. Simply put, I can only take advantage of programs and incentives if I know they exist. If you can scale up your ability to gather and synthesize information every decision you make should yield better outcomes.

In the end, the developers who thrive in this new era won’t be the ones who memorize the most rules or grind the longest hours. They’ll be the ones who learn to direct intelligence, human and AI, with precision. AI doesn’t replace judgment; it clears the noise that used to cloud it. When you pair your lived experience with a tool that can retrieve, summarize, and structure information at scale, you stop operating as a single mind and start operating as a system. That is the real leverage. And once you feel it, you won’t go back.

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Over the last three months, I’ve been working with multiple general contractors to find a partner who can bring this project to completion. The construction industry is full of people who assume every client is out to cheat them. That mindset makes it hard to build trust. So I created a process that would give each vendor enough time and space to reveal who they really are. The goal was simple. Separate serious operators from everyone else.

The first principle of this strategy is honesty. The bidding process is a competition designed to uncover the best vendor. After several disappointing experiences with contractors who overpromised and underdelivered, I decided to run a more rigorous selection process. This is a multi‑million‑dollar contract. I wasn’t going to sign with a company I had never worked with. So I acted as my own general contractor for the early phases and used small, contained projects as pilots.

Start with demolition or a small construction scope. Once you’ve completed enough of that pilot, you will know whether this vendor is someone you want to trust with a multi‑year project. It is more conservative and more work than the industry norm, but it dramatically reduces the risk of getting stuck with the wrong contractor. A short multi‑week pilot tells you more about a vendor than any glossy proposal ever will.

For our pilots, we worked with Company A to reframe and build the new roof. We targeted the carriage house demolition as the pilot for another GC. The second candidate, Company B, initially looked like a strong partner. They had been operating in town for over 30 years, had offices across the street from the job site, and owned and renovated their own building. Their bid for the demolition came in about 15 percent above another vendor. Because I believe in transparency, I told Company B where their bid landed and who beat them. I wanted to understand how they created value to justify the higher price.

When I called to review the scope, I mentioned that a competing bid had come in lower and wanted to understand the difference. I made it clear that price and value are not the same thing. I even gave an example. I am working with a boutique architecture firm that is far from the cheapest, but they deliver value that justifies the premium. Instead of engaging in that conversation, the contractor on the other end of the line became irritated and drifted into ad hominem, painting me as “too cheap” to hire good vendors. Not a great look when you are trying to win a multi‑million‑dollar contract.

Then the truth slipped out. When I named the competitor who underbid him, the owner of Company B snapped back with “That young guy? I can’t underbid him.” What he didn’t understand was that I wasn’t negotiating price. Not yet. I wanted him to show me what I would get by paying more. Instead, he got angry and blew the deal for himself. He didn’t even take the time to explain his service. It became obvious that there would be no value conversation and no bid on the larger project. Company B’s owner gave up before the fight even started.

A couple of weeks later, I got a call from the other co‑owner of Company B asking about the status of the demolition bid. At this point, I was confused and irritated. Was the left hand talking to the right hand at all? I explained that I had been hoping to get a larger bid from the company, but the owner had made it clear there was no interest in discussing the scope in any meaningful way.

A lack of transparency around pricing is a red flag. It is one thing to pay a premium for something you understand. It is another to pay a premium when you have no idea what you are buying. These were my three key takeaways that disqualified this contractor:

• The immediate reaction to the competitor’s name and the ad hominem attack revealed a track record of losing bids to that competitor.

• Refusing a conversation around value creation is a strong indicator that there is no real value difference.

• A lack of skin in the game. When a vendor constantly says they “don’t need the business,” they are signaling indifference. In a long project, that vendor will cut and run the moment they face real risk.

While all of this was happening, I was also speaking with another GC, Company C. For the first two weeks of the bid process, I sent weekly follow‑up emails to each vendor. Company C replied that they were working on it. After a conversation with the architect in week three, it became clear that Company C had not reviewed the latest drawings. I gave them the benefit of the doubt and chalked it up to human error. Otherwise, that signal alone would have been immediately disqualifying. I sent a three‑way email to Company C and the architect to close the loop and get the process moving.

Company C came recommended by a local plumber I used on a small job early in the project. We had gone back and forth a few times about coordinating drawings and understanding the scope. Unfortunately, when the bid finally came in, it didn’t cover what I had requested. Instead of giving me a GC‑level quote to bring the project to completion, the bid assumed I would contract all the individual trades myself. Worse, it didn’t include enough detail to confirm that it covered the architectural scope, and the architect reported zero follow‑up or questions during the bid process.

Lying or misdirection around scope and pricing is the reddest flag there is. As an operator, accurate information is the blood your business runs on. These were my two key takeaways that disqualified this contractor:

• Vendors always put on their best face when closing a new deal. If this is Company C at their best, then when things get difficult, they will make sure you bear the losses.

• Refusing to listen to the client. I asked for a specific bid on a specific scope. That is not what I got.

The lesson in all of this is simple. Pilot projects reveal the truth. They show you how a vendor communicates, how they handle pressure, how they respond to competition, and whether they can follow instructions. In construction, the wrong partner can cost you years. The right partner earns your trust one small project at a time.

If you want to implement a similar strategy on your own project, you do not need a massive budget or a decade of experience. You need a clear process and the discipline to stick to it. Here is a simple step by step approach you can use.

1. Define the end state and the stakes
   Before speaking to any contractor, write down what “done” means. Include timeline, budget range, and expected finish level. Be honest about the stakes. A primary home, long‑term hold, or flip each demand different levels of caution. This clarity anchors every vendor conversation.

2. Break the project into pilot‑friendly chunks
   Identify small, self‑contained scopes like demolition, framing, or pouring a slab. Choose work big enough to reveal how a vendor operates but small enough to walk away from if needed. The goal isn’t saving money. It’s buying information.

3. Build a short list of candidates
   Get referrals from people who’ve built something similar. Architects, engineers, and trusted trades are reliable sources. Ignore glossy websites. Aim for three to five candidates so you get contrast without drowning in noise.

4. Set expectations in writing
   When requesting bids, send a clear written scope for the pilot and note that you’re also evaluating partners for the full project. Specify what you want in the bid: line items, assumptions, exclusions, and a rough schedule. You’re testing their ability to follow instructions and communicate.

5. Watch how they handle the bid process
   The bid itself is your first pilot. Track how quickly they respond, whether they ask smart questions, and if they actually read the drawings. Disorganized or evasive bidders won’t magically improve once paid. Treat every misstep as data.

6. Run the pilot like a real project
   Once awarded, manage the pilot with the same discipline as the full job. Use written change orders, track schedule, and hold brief site meetings. You’re not just buying a roof or a demolition. You’re watching how they plan, adapt, and respect your time and money.

7. Evaluate behavior, not just results
   Don’t just ask whether they finished. Ask how they finished. Did they communicate changes, own mistakes, and coordinate with others. A contractor who delivers work while burning relationships is a long‑term liability.

8. Have the value conversation early
   If a vendor is more expensive, ask what you get for the premium. Better supervision, faster schedule, stronger subs, or a real warranty can justify cost. If they get defensive or hostile, that’s your answer. Good operators explain value without attacking anyone.

9. Look for red flags and walk away quickly
   Treat certain behaviors as automatic disqualifiers: lying about scope or pricing, refusing value discussions, blaming everyone else, or bragging they “don’t need the work.” If this is how they act while trying to win your business, imagine them mid‑project.

10. Promote the right vendor from pilot to partner
    If a vendor communicates well, delivers what they promise, and handles the pilot professionally, then invite them to bid the full project. At that point, you’re choosing based on lived experience, not a number on a page. That’s worth far more than a small price difference.

This approach is slower and more work than picking the lowest bid and hoping for the best. It forces you to think like an operator, not just a customer. But the cost of a bad partner on a multi year construction project is measured in years, not just dollars. A disciplined pilot strategy lets you pay a small price up front to avoid a very large one later.

In the end, you are not just building a building. You are building a team. Pilot projects are how you find out who deserves to be on it.

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So, I found myself again at the crossroads of a critical decision. I couldn’t execute my original strategy without a partner, so I needed a new strategy. Given that our development projects are built around the unique attributes of each individual physical property, to execute this strategy again I would need to put in another six months of searching. Like all of my real estate career, I was actually working full‑time in a corporate environment. Since I had just landed a new gig, I decided to pivot to a new strategy that did not require as much searching, the cap rate vs. cost of debt arbitrage.

The cap rate vs. cost of debt arbitrage is fairly simple: if you can borrow all the money to buy a property at 4% and find a property with a 7% cap rate, you get 3% of the value of the property as annual cash flow. The twist in this scenario is that you are not borrowing the money for the new property by taking a mortgage on the new property; you borrow it all from the equity of another property. That’s exactly what we did. We were ready to be an all‑cash buyer at the depths of the pandemic.

Finding a 7% cap rate property anywhere near New York City is not easy. Investing in expensive neighborhoods where developers are looking to build million‑dollar condos means there is lots of speculative premium in the price. Those who invest in working‑class neighborhoods are operating properties for cash flow, not speculating on the next up‑and‑coming neighborhood. In 2021, that meant looking outside of NYC but close by. This strategy began to come together as we looked through hundreds of real estate listings within about a 250‑mile radius, from nearby Hoboken and Yonkers to the far‑away Lehigh Valley and Syracuse.

Using platforms like Zillow allows you to make a giant circle on a map, filter for multi‑family (since that’s my strategy), and sort the results by price (low to high). I would call this the “thrifting” strategy: look everywhere you would consider buying and see what the cheap stuff is. Why? Because we are not looking specifically for cheap properties; we are looking for inexpensive neighborhoods, there’s a big difference. We’re looking for places we may have never heard of or considered. In my case, I found Nodine Hill in Yonkers, NY. By 2021, I had lived and invested in Brooklyn for over 20 years, and I had never once even considered looking in Yonkers. In my mind, Yonkers was just a word I saw written in white letters on the green background of highway signs.

Once I started to find listings that met our investment criteria, we had another challenge: find a property where the cap rate is not a money pit of a building. You can always find “cheap” buildings; if the building is too rundown, it’s cheap now and expensive later. Nodine Hill is one of Yonkers’ oldest hilltop neighborhoods. Its name comes from the Nodine family, the landowners in the 1800s. As Yonkers industrialized along the Saw Mill River and Hudson waterfronts, workers moved uphill into neighborhoods like Nodine Hill, creating a dense, walkable residential district, just like my beloved home of Brooklyn.

Living in Nodine Hill gives you quick access to local highways, Yonkers public transit, a quick commute into NYC via Metro‑North, and rents at about 50% of NYC. Even better, Nodine Hill is right next to Yonkers’ downtown district for entertainment, nightlife, and culture. Nodine Hill fit into our strategic thesis of investing in places with deep community infrastructure: parks, public transit, schools, hospitals, and culture. Unfortunately, most of the buildings are old and in poor condition, our second strategic thesis. Poorly maintained neighborhood housing stock brings down prices. Some investors only care about the rent roll, ignoring the long‑term costs of maintenance. So, the best‑maintained and most expensive buildings don’t realize a market premium for their efforts. In reality, it is these properties that will be the cheapest buildings to own in the long term. The challenge: finding them.

In a place like Nodine Hill, buildings with wildly different levels of disrepair, which could clearly be seen by a seasoned investor in the sale listing photos, were being offered at approximately the same price. Why? I don’t know. What I did know is that it was good for buyers, and at that moment, I was a buyer. I had stumbled across a listing with a very interesting history and promising interior photos. This property was listed for $899K in 2018 and had been on the market for nearly three years. The interior photos also looked like major work had been done.

The beauty of this listing was that the market had already done most of the hard part of negotiating the premium for me. Once I confirmed that this building was in outstanding condition relative to its neighbors, I knew this was a deal worth pursuing. The jump in the asking price seen between 2017 and 2018 was after the building was gut‑renovated. In reality, the building was physically much newer, but the new rents could not cover the premium in the asking price. That is precisely why this building sat on the market with three years of price reductions. This is a perfect target for an owner‑operator: great bones that you don’t have to pay for.

When you look at the price‑history chart, the opportunity jumps out immediately. This wasn’t a property rocketing upward with demand; it was a seller chasing the market down for almost three years. Listed at $899,000 in late 2018, then cut to $849,000, then dropped again to $765,000, and still unable to move. Multiple listings, multiple removals, and finally a sale at $750,000 in 2021. Sold a full $149,000 below the original ask, even as interest rates dropped by nearly 1.5%. That pattern tells you everything: buyers weren’t biting, the seller kept blinking first, and the market was quietly signaling that the price needed to come back to earth. Most people see a messy listing history and scroll past. I see a seller who’s already been softened up by the market and a deal that’s been sitting there waiting for someone who actually knows how to read these signals.

And this is exactly where an all‑cash offer becomes more than a tactic — it’s a lifeline. Remember what was happening during the worst part of the COVID epidemic. Sellers weren’t just tired; they were rattled. They had watched their listing sit through multiple price cuts, watched buyers disappear, watched the world shut down, and suddenly the idea of “holding out for the right offer” felt like a luxury from a different era. Every month the property sat was another month of uncertainty, another mortgage payment, another reminder that the market wasn’t listening to their original price. By the time I stepped in, this seller had been through three years of failed listings and a global crisis that made liquidity king. So, when I show up with a clean, all‑cash offer, I’m not negotiating against their asking price, I’m negotiating against their exhaustion. Cash‑in‑hand during COVID wasn’t just attractive; it was stabilizing. It was certainty in a moment when certainty was in short supply. And sellers in that headspace don’t haggle. They exhale. They take the deal. They want out, and cash is the fastest exit door in the building.

At the end of the day, this is why I don’t get hung up on the noise. The market had already done half the negotiating for me, the seller was worn down by years of failed listings and a pandemic that rewired everyone’s sense of risk, and the numbers made sense the moment you stripped away the emotion. We bought this building for $750,000 in 2021. Today Zillow values it at $925,000, which is a $175,000 gain on paper. The building has also produced about 3 percent free cash flow each year, which comes out to roughly $90,000 over four years. The depreciation schedule has created more than eighty‑seven thousand dollars in deductions, which translates into about twenty‑one thousand dollars in tax savings. When you add it all together, the total upside so far is roughly $286,000, and that is before any future rent growth or operational improvements.

But the truth is less glamorous than the headline number. Even with all our diligence, all our inspections, and all our modeling, we still had to replace a boiler for fifteen thousand dollars because in this business things break, surprises happen, and the spreadsheet never survives first contact with reality. That is the game. You buy right, you stay calm when something goes sideways, and you let time and competence do the heavy lifting.

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Now that we have covered the shocking cost of trading real estate, let us dig into the value. When using a bank for a mortgage, there are few closing costs that you can avoid. The big two are the real estate broker, which is 6 percent of the deal, and the mortgage broker, 1 percent of the loan amount. Nearly all the other fees, other than taxes, can be avoided by paying cash. As a side note, while you can avoid costs like title insurance by paying cash, it may be a very unwise idea. So, if you put down 20 percent and borrow 80 percent, firing both brokers will save you 6.8 percent of the cost of the property, a sizable amount. But is it a smart move?

Most first time borrowers assume a mortgage broker and a loan officer are the same thing, but they are not. A loan officer works for a single bank and can only offer that bank’s products, which is great if you already know you want to borrow from that institution or you qualify for special relationship pricing. A mortgage broker, on the other hand, acts as an independent matchmaker, shopping across multiple lenders to find the best fit for your financial profile, property type, and timeline. Brokers often have access to niche programs or lenders you would never find on your own.

As with all professionals, real estate and mortgage brokers must provide value to justify their fee. While some clients may simply be looking for someone to unload the paperwork onto, too much headache finding a mortgage, borrowers like me are looking for a savvy market operator who knows the players and the hidden pockets of value. Measuring the value of a mortgage broker is simple: we compare their fee to the mortgage rate they can get. If a mortgage broker can get you a rate that is 0.5 percent lower for a 30-year mortgage, you get 28 years of savings for the price of 2 years. Not a bad deal. Sometimes, a broker can find a bank that will lend after all your individual effort failed. In those cases, only you can do the value calculation for determining what a finder’s fee should look like.

Another interesting twist in this market is who pays the broker’s fee. Sometimes we mere mortals need help finding a good deal, and sometimes the bank has the same problem. Sometimes they need to lend more badly than you need to borrow. So, in some cases, the bank will cover the mortgage broker’s fee. Counterintuitively, there are cases where hiring a professional gets you the best deal and costs nothing more. As my mother likes to say, “If you do not ask, the answer is always no.” So, when talking to brokers about the loans they can source, always ask specifically who pays the broker fees for each loan. Transparency matters: for every loan option a broker presents, you want to know who is paying them, how much, and whether that changes the rate you are being quoted. Once you understand the incentives, you can evaluate the deal with clear eyes instead of blind trust.

A mortgage broker becomes especially valuable when your situation does not fit neatly into a bank’s underwriting box. Self-employed borrowers, investors with multiple properties, people with complex income streams, or anyone buying an unusual asset often run into rigid bank rules that shut the door before the conversation starts. Brokers know which lenders specialize in these edge cases and can surface options you would never find on your own. They are also useful when speed matters, since some of their lenders can move far faster than traditional banks. In short, the more non-standard your profile or property, the more likely a broker is the difference between finding a lender and not.

By this point I am sure you have already asked yourself if I, the author, use mortgage brokers. My answer: always. If you are just dealing with single family houses that are ready to rent and your credit is good, you probably will find little value. On the other hand, if you are buying commercial, multi family, or anything else more complicated, a broker will nearly always be worth their fees. Even better, my mortgage broker is experienced and market savvy. He does not just collect bids; he actively negotiates the rate on my behalf as well as deal terms with significant financial implications, like prepayment penalties. While you cannot negotiate with the big banks like Citi, Wells, or Morgan, many local banks know that good borrowers are competitive. If your broker is good, they will also know which banks need to place loans to make their quotas.

While brokers can unlock real value, it is worth being clear eyed about the tradeoffs. Some brokers work with a limited panel of lenders, which means the shopping they do may not be as broad as you assume. Others may have preferred lender relationships that subtly influence which options they present first. Banks can also beat brokers on certain products, especially jumbo loans or situations where you have strong deposits and qualify for relationship pricing. And because brokers sit between you and the lender, communication or underwriting timelines can vary more than if you were working directly with a bank. None of these are deal breakers, but they are worth knowing so you can ask sharper questions and avoid surprises. My mortgage broker is Sam. If you are looking for a great mortgage broker in the New York City area, reach out to him. I am sure he will find you some great financing options.

Now that you know how brokers get paid, what they actually do behind the scenes, and where their incentives line up or do not with yours, you are in a far stronger position than most first time borrowers. The action items are simple: ask every broker who pays them and how much, confirm the range of lenders they work with, compare APRs instead of headline rates, and make sure their experience matches your specific borrower profile. The more you understand the landscape, the easier it becomes to spot a great broker and avoid the ones who are not adding real value.

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The real turning point came when I realized my greatest power wasn’t climbing the ladder, it was walking away from it. That single act of rebellion sparked the transformation from employee to owner, from rule‑follower to system‑builder, from surviving the workday to shaping an entirely different world.

Let me begin by admitting that for many people, the journey through a corporate career is and was a highly fulfilling endeavor, but that is definitely not true for everyone. With that out of the way, let me tell you how my journey working in corporations went.

Growing up, working in an office, wearing a suit, and carrying a briefcase was something our culture taught us to aspire to. The stability of being part of a large organization and the promise of income growth were the core value propositions of working for a big American corporation. It seemed like a worthwhile trade: my time in exchange for affording the American dream. But here’s the rub, there are millions of people who walk this path. So many, in fact, that the only way corporations deal with the volume is to standardize and productize both the process and the product: us, the people.

Let’s face it, they’re not hiding anything. The name of the process is Human Resources, it’s right there in the title of the people working for the corporations. They disguise it under flourishes of language, benefits, and culture, but they don’t care about you. Resources are consumed, outcomes are achieved, and waste is disposed of. They ask us to volunteer for the community, they ask us to mentor each other, they ask us to take care of each other, but in the end, the only thing that matters is your impact on their bottom line. That is the unspoken truth. It’s not inherently a bad thing, it’s just the way things work, it just sucks that they’re not upfront about it. It shouldn’t be hidden and disguised under layers of pablum about caring for community and people. The reality is that the people with the greatest share of the company’s financial profits are completely disconnected from the impacts of their decisions on the people in the organization.

In 2008, after the housing market crash, I was called into the office of an HR manager at my Wall Street job and told that I was being “redeployed into the economy.” Redeployed into the economy? What the fuck does that even mean? I was getting laid off along with a few hundred other folks. This was my fourth layoff in ten years. Four separate times, management failed, and we, the front-line workers, paid the price.

I’ve had the opportunity in my life to work in quite a few different organizations and office environments. But it all boils down to this: are you betting on your own personal success, or that of a corporation? Every day you go to work, you feel like your success is aligned with the company’s, until one day, it’s not. For some, shrugging it off, looking for a new job, and doing it all again seems like a perfectly normal thing to do. I mean, you have bills to pay, right? You have to work. This is the cycle that prevents most corporate workers from breaking free to bet on themselves. They’ve accepted being a drone in the corporate machine as their lot in life. Even corporate executives disdain much of how things work, but they’re rewarded far too handsomely to stop perpetuating the system.

In the early 2020s, I spent months at a media tech company building an optimizer for buying linear TV. It was one of those rare projects where everything actually worked. The model hit every performance target. It cut waste. It improved forecasting. It even impressed the teams and clients who usually rolled their eyes at anything new. For a moment, it felt like I was building something that might finally matter.

Then the whole thing stalled because leadership couldn’t agree on a pricing strategy. Meetings dragged on. Opinions shifted with the weather. No one wanted to commit to a direction that might make them responsible for the outcome. So the project sat there, fully functional and completely unusable, until someone quietly decided it was easier to shelve it than make a decision. Watching months of work get tossed aside because no one wanted to take ownership was the moment I realized how fragile meaning is inside a big company. You can do everything right and still end up with nothing to show for it.

In a system so large that you are completely powerless to change, sometimes the best option is to get out. Leave. Start a restaurant, a service, or manufacture something. Heck, you could even start a one-person consultancy. For me, it was real estate. I could build it part‑time while working my full‑time gig and grow the business in the shadows of my corporate day job. For you, it will likely be different, then again, you may be reading these posts to get into real estate. Regardless, if you’ve been grinding away in corporate for years and feel unfulfilled, it may be time to bet on yourself.

You don’t need to overhaul your life to figure out what you’re built for. Start with a simple 7‑day sprint. Each day, pick one small action: list three tasks you genuinely enjoy; ask two friends what they think you’re unusually good at; watch one YouTube tutorial on a skill you’ve always been curious about; or shadow someone doing work you admire. By the end of the week, choose one idea and run a tiny test, offer a micro‑service, post a simple “I’m trying this, who needs help?” message, or build a rough version of something you could sell. These small, low‑risk reps give you real data about what energizes you and what falls flat. Purpose isn’t discovered in your head; it’s built through motion. Start moving, and the path gets clearer fast.

Here’s a simple way to remember how to find what you’re B.U.I.L.T. for:

B: Break Down Your Interests
List the tasks, topics, and problems that naturally pull your attention. Keep it messy and honest.

U: Understand Your Natural Advantages
Ask a few people what they think you’re unusually good at. Look for patterns in what comes easily to you.

I: Initiate Micro‑Experiments
Run tiny, low‑risk tests: offer a small service, build a rough version, teach one person something you know.

L: Listen to Your Energy
Track what leaves you feeling charged versus drained. Energy is data. Treat it like a compass.

T: Test for Traction
See what gets interest, engagement, questions, or even one person saying, “I’d pay for that.”

In the end, the real victory wasn’t escaping a conference room or a calendar packed with meetings. It was reclaiming the one resource the corporate machine never intended to give back: time. Time to think, to build, to learn, to make choices that served a future I actually wanted. My corporate jobs never allowed me any of this. Financial freedom was never just about money. It was about creating a life where my hours were no longer rented out to the highest bidder. It was about waking up and knowing the day belonged to me.

That shift is what turned a quiet act of defiance into a new way of living. If you feel that pull too, trust it. The path to ownership begins the moment you decide your time is worth more than a salary. And once you take that step, you start to see that freedom is not a dream for other people. It is a skill you can learn and a life you can build, one decision at a time.

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In our case we had one not‑so‑simple issue. On the north side of the building, we needed to cut all the roof rafters along the north wall to make room for the wall we had to build up to support the new raised roof. The plan was to put the new roof above the old one, enclose the building for winter, and demolish the old roof inside the new space. The challenge was taking the load off the wall so we could cut the beams while safely transferring that load to the rest of the structure. The image that follows shows the inside of the north wall. Light streamed in through the opening where we removed the sheathing in preparation. Below the windows is the new ledge board to carry the load of the new wall and roof.

The key to pulling off this re‑roofing was to transfer the load from the main roof beam. The old roof system was simple: long rafters attached into the brick wall at both ends with a central beam running the length of the building to support the rafters. In the image below, the central beam is highlighted with a red line. Under that beam and perpendicular to it is a new 2x6 wall designed to spread the load off the main beam. Lucky for us, this old building was built to last centuries.

Once the load had been spread, it was time to cut the beams and build the new extension of the north wall. Unlike the south wall, which needed to be made of brick to comply with building code for fireproof property‑line walls, the north wall extension was wood framed. Spanning the north and south walls were the engineered timber I‑beam roof joists. Getting these long beams on site and hauled up to the roof was no small task, but unlike natural timbers, these are manufactured to length and will never bend, warp, or curl.

At the front of the building, where the roof meets and covers the cornice, we focused our efforts next. After removing the roof and cleaning out the top of the cornice, it became clear that the brick wall behind the cornice would have to be built up to provide additional support. Moreover, the internal wood structure that held up the cornice’s roof also had to be rebuilt. The cornice is one of the most prominent features of this architectural style, which added even more complication as we now needed to build a gutter into our refurbished cornice.

With all of the structure in place, it was finally time to close up this old beauty. We had removed the original roof back in September of ’25. Since then, the main building had been covered in plastic tarps and the carriage house had been left to the elements. Because we were demolishing and rebuilding most of the carriage house, nature’s course would only make it easier to take down that structure. That said, we were quickly approaching winter and needed to make sure the weather did not cause additional damage.

Roofs are one of the last places any investor should look to save money. Roofs are expensive to fix and are prone to high labor costs—especially when the roof is over five stories up and the worksite is in a crowded downtown location. Things get expensive very quickly. That is why investing in high‑quality materials is more about preventing future maintenance costs than anything else. Sure, we could use cheap plywood, tar paper, and shingles, but doing things for the long term now will probably increase the cost by about 25% while likely increasing the lifespan of the roof by 300% to 400%. For long‑term investors, it’s a no‑brainer.

As a side note, it’s worth acknowledging that many quality‑first construction practices run directly against the incentives that drive most financial investors. When your business model depends on turning a property in twelve to thirty‑six months, the difference between a material that lasts twenty years and one that lasts fifty is irrelevant. The investor won’t be around to deal with the failure, so their rational move is to buy the cheapest option that will survive inspection and hold together long enough to close. It’s not ignorance; it’s the predictable outcome of a system that rewards short‑term gains and ignores long‑term liabilities. Pro‑forma models rarely account for reduced maintenance costs or extended service life, so those benefits never show up in the spreadsheet. What does show up is the immediate hit to the budget when you choose better sheathing, higher‑grade shingles, or corrosion‑resistant fasteners. And when the spreadsheet is the only thing steering the ship, the default becomes doing the bare minimum required to sell the asset and move on.

But that logic only serves people who never intend to live with the consequences of their decisions. Owner‑operators don’t have that luxury. If you plan to hold a property for years or decades, the “minimum viable product” mindset becomes a liability. Cheap materials fail early, create cascading problems, and force you into a cycle of constant patching that quietly drains time, money, and attention. The big institutional players can afford to think in quarters; you can’t. If you want a building that stays dry, stable, and low‑maintenance, don’t copy the habits of investors who are already planning their exit. Build for the person who will still be dealing with the roof ten winters from now, because that person is you.

In the following posts in this series, we will cover demolishing and removing the old roof joists, securing the north wall addition, and shingling the roof. But before we move on, it’s worth pausing on the real lesson buried in this phase of the project: small, intentional upgrades in materials can produce outsized returns in durability, safety, and long‑term cost control. Spending an extra 10–25% on better sheathing, straighter lumber, corrosion‑resistant fasteners, or higher‑grade shingles isn’t about luxury, it’s about engineering a roof that lasts decades longer and demands far fewer emergency interventions. The math is simple: a roof that needs patching every few years quietly drains time and money, while a roof built with materials that resist moisture, movement, and UV breakdown pays for itself many times over.

If you want to apply this thinking to your own projects, start by identifying the components most exposed to weather or structural stress and upgrade those first. Choose sheathing with proper exterior ratings, shingles with proven wind and impact resistance, and fasteners designed for that specific job. Inspect every board before it goes up, reject anything that’s warped or wet, and store materials properly so they don’t fail before installation even begins. On the management side, sequence the work so nothing gets rushed—good materials only perform well when they’re installed under the right conditions. These small decisions compound into a structure that stays tight, dry, and low‑maintenance for years, turning a modest upfront premium into a long‑term win.

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Let me put it this way: this project costs as much as a fully loaded Ford F‑150. While most people are confident that they can make the right decision with that kind of money simply by spending a couple of hours reading reviews and doing test drives, few would take on a construction project of the same size. In reality, both are $100K decisions. The difference is that the car decreases in price every day, while the house you improve will likely do the opposite. There is so much room for error in construction projects, but most people think it is the other way around. Losing money on a new car is a certainty. There is only some chance, which you can reduce through diligence, that project overruns will hit your wallet.

With that context in mind, let’s review how we got here and how we made sure that our research, careful planning, and attentive execution paid off.

Like most parts of a real estate deal, the new roof addition started as a line item on a financial model. When it all started, we knew we had a very old building with a very old roof. In our model we accounted for the removal of the old roof, the abatement of the asbestos, and the replacement of the roof. Adding up the costs of simply fixing what was there, the numbers started to run up quite quickly, nearly $70K of spending without any significant impact on the revenue line. That is a painful expense. So, in trying to create a revenue offset to this expense, we came up with the idea of raising the roof to substantially increase the habitable area of the building.

In real estate there is a concept called “highest and best use.” In other words, what is the best structure that maximizes benefit while remaining legally and financially feasible. In our plan, one part of that strategy looks like the drawing below. I highlighted the old roof on the plans in red and the new roof in green.

Once we had drawings from the architect and engineer, we were ready to start executing on the new roof. We began by applying to the Troy Code Enforcement Office for a permit. As part of this process, environmental testing is required to make sure that no harmful material is released into the community as a result of the project. In our case, we knew we had asbestos since we did the testing shortly after acquiring the building. So our second step was to remove all the hazardous material we found.

As we covered in Oh Shit, Asbestos! What now?, we found a contractor and got all of the asbestos removed. What was left were century‑old wooden planks covered in tar on the carriage house, and the same on the main building but covered in a white plastic. While removing the asbestos, we found out that some of the black tar used to seal the roof also had to be removed. Since this tar was smeared on the roof and along the brick parapets, a significant portion from both structures had to be removed.

While the parapets were still standing, much of what we repaired could probably have been pushed off for a few years. But since we were already there doing the work, we chose to spend a little today to avoid massive repair bills in the coming years. We had to find a mason. The parapet along the neighboring building had to be extended, and the parapet on the other side had to be rebuilt. There were also a couple of old chimneys that needed to be taken down above the roofline and backfilled with new brick to reinforce the wall. In the end, the tops of all the walls will have been rebuilt, a new roof structure will be stronger, and the historic cornice has been refurbished for another hundred years of service.

At this point it may seem like adding this space will cost far more than it could ever return. If you only look at the roof and this one floor, that assessment would be correct. But here is the rub: this building had a very old roof that needed demolishing and remediation, the parapets were already worn out and needed rebuilding, and many of the existing roof joists had fire damage. These are all things we would have had to fix even if we did not increase the livable space. So, counterintuitively, spending significantly more money turned a liability into an asset. The new space will produce much more revenue than the bank will charge us in loan payments. A perfect opportunity for our strategy to generate marginal free cash flow.

A project like this rarely fits into a single chapter. The roof alone has enough moving parts, surprises, and judgment calls to justify its own series, which is exactly why we are taking it step by step. Each phase builds on the last. By slowing down and looking closely at what is happening behind the scenes, you start to understand how these decisions shape the long‑term health of a property.

If you are following along with your own project in mind, this is the moment to practice thinking like an investor instead of a spectator. Ask yourself what the work is really solving. Look at the structure, the materials, the timeline, and the tradeoffs. When you train yourself to see the underlying logic, you stop reacting to problems and start anticipating them. That shift is what separates a confident owner from someone who feels at the mercy of the building.

As we move into the next part of the series, keep one simple habit in mind. Before you touch anything, write down the outcome you want and the constraints you are working within. It sounds small, but it forces clarity. Clarity makes the next decision easier, and a string of easier decisions is how you finish a project that once felt too big to start.

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Real estate is no different. The industry is full of neat little rules that promise clarity but erase the nuance that actually matters. They make beginners feel safe, but they also blind them to opportunity. Once you understand that the world is not orderly and never has been, you stop trying to force it into a shape that feels comfortable. You start learning how to operate inside the chaos instead of trying to escape it. And that is where the real advantage begins.

Many people would rather trade the effort of doing their own analysis for a simple rule, even if that means missing out on an entire swath of opportunity. It never ceases to amaze me how much some people will pay to avoid even the most minimal effort.

Do not get me wrong. Systems, processes, and simplicity matter. The problem with heuristics is that rules of thumb are easily misapplied. They are like the blinders put on carriage horses. They reduce noise and distractions that might spook you, but they also narrow your field of vision so much that you lose any sense of what you are missing.

Focus is important, but the bigger picture always provides more optionality. If the path you are fixated on gets blocked and your vision is restricted, you only have two choices. You can quit or you can brute force your way through. If you cannot see a better way around the problem, you cannot pivot to a simpler solution. And that is precisely why trying to reduce a business to simple rules that always apply is a fool’s errand.

You are smart enough to evaluate situations on their merits. So with our blinders off and our wits about us, we go about our business. For some people, this is simply too much chaos. Too many decisions. Too much thinking. But with enough experience, you stop fearing the chaos. You embrace it. The fear that paralyzes others becomes opportunity in the making.

If you are confident you can solve almost any problem, you will find that the opportunities wrapped in hard problems are exactly where the market assigns the least value. That is where the outsized returns live. If you are competing in a dense field, you have to be better than many other racers. If you are competing in a race with only one competitor, you just need to finish.

Old buildings are a perfect example. There are too many things hidden in the walls to ever fully understand the true scope of a project. It is about making educated decisions regarding the risks you are facing. And funny enough, while older buildings come with more complications, they are also usually built far better than most contemporary structures. They just do not make them like they used to.

To succeed, you find the niche where your unique talents create value in ways others cannot or will not. I am very good at very messy. The projects that wreck financial models and blow up timelines. That is where I thrive.

As you work to start or grow your business, take time to think about where your skills add the most value. Are you organized. Are you great at networking. Are you a strong leader. By understanding your strengths, you can choose deals that align with what you are best at and maximize your chance of success.

Maybe you are better off buying a property with tenants already in place, where your strategy focuses on operations. There is a wide range of ways to own and operate rental property. Historic properties tend to be model breaking and rule defying. If you are a rigid plan follower who needs a high degree of order, they may not be for you.

As you define your long term strategy, consider the full spectrum. Office buildings with tenants in place. Ground up single family development. Commercial retail. Urban historic multifamily. RV and mobile home parks. Short term rentals. Storage facilities. Small bay industrial. Each requires a different skill set. The needs, clients, and challenges of industrial tenants differ from retail tenants, and both differ even more from residential real estate, where you are in the business of providing families with homes.

Choosing the right real estate strategy is not about copying what is popular or chasing whatever asset class is trending on social media. It is about understanding how you think, operate, and make decisions when the stakes are high and the variables are messy. Every property type carries its own flavor of chaos. Some require operational grit. Others demand analytical depth. Some reward creativity more than precision. The investors who thrive are not the ones who try to master everything. They are the ones who match their innate strengths to the type of chaos they are best equipped to manage. When you align your skills with the right strategy, you stop fighting the work and start compounding your edge.

Here is a simple step by step guide to help you align your strengths with the right strategy.

1. Audit your natural strengths under pressure
2. Identify the type of work you actually enjoy
3. Match your skills to the property type’s risk profile

A few examples:

Multifamily: capex shocks and tenant churn, good for operators with strong systems
Retail: tenant concentration risk, good for negotiators and market analysts
Industrial: rollover cliffs, good for planners who think in timelines
Hospitality: demand volatility, good for dynamic and creative operators
Office: leasing friction and long downtime, good for relationship builders who play the long game
Mobile home parks: regulatory scrutiny and aging infrastructure, good for patient operators with strong people skills
Self storage: hyper local demand swings, good for systems driven operators who excel at pricing and automation

4. Test your fit with small, low commitment reps
5. Build a strategy that amplifies your edge, not your weaknesses

In the end, real estate does not reward the people who chase certainty. It rewards the people who learn to operate without it. The investors who last are not the ones with the prettiest spreadsheets or the most optimistic pro formas. They are the ones who understand that every deal is a negotiation with the unknown. Risk is not a footnote at the bottom of the model. It is the entire game. And the sooner you stop trying to eliminate it and start learning how to live with it, the faster you build the kind of resilience that compounds.

You do not need perfect information to make good decisions. You need a framework that keeps you alive when the improbable shows up at your door. Do that with consistency, and you will find that chaos is not the enemy. It is the environment. And if you can learn to navigate it with clarity and discipline, you will discover what seasoned investors already know. The real edge is not predicting the future. It is surviving long enough to benefit from it.

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