Author: lindsaycurry2600

What Does A Valuable AI System Mean To Me?

Engaging your neural network and decision signature in time for breakfast.

You are standing in line at your favorite deli and you see that they recently changed the entire menu. There is a long line of people behind you. You feel a slight increase in your stress level as you tell yourself that you have about 20-30 seconds to decide what to order, to be considerate to those waiting behind you.

Your analytical mind immediately strikes out a few items for being too expensive or not in line with your diet, but you are still left with quite a few items to choose from. In the context of your life, this decision is far from “existential” and therefore not very important. You use your gut/intuition/your fast brain (See Daniel Kahneman’s great book Thinking, Fast and Slow) and decide.

Who knows why you might order one thing one day and something else the next. You may not even be sure yourself. Much of your day is spent making those non “fight or flight” decisions, at work, at home, and whenever you’re interacting with the world.

“In reality, to me, a valuable AI system is one that is able to ‘record’ and digitally store a portion of the experience of a specific human, so as to be able to mimic their decision-making process digitally.”

Without you being aware of it, these sets of small decisions can be made into a “signature” that is unique to you. When asked about you, people may say things like “well, that person is conservative in their choices” or “when buying clothing I should be asking that person, they have the best fashion sense,” etc. This “signature” defines you as a person as much as your physical features, knowledge or abilities do.

How do you make decisions? The neural network in your brain uses its vast experience, having been exposed to years of life where events continuously impact it. The sum of your senses “teach” your brain to avoid certain things and crave others. The same process takes place in your professional life. Your accumulated experience means that you know how to approach a problem and determine a course of action without a lot of hesitation and without having to spend too much time thinking about it.

This accumulated knowledge is priceless. We all have these “hidden gems” of knowledge that are unique to us.

In the movies, artificial intelligence is often a self-aware, auto-evolving entity that craves knowledge and is able to harvest data and make sense of it by itself. Often with a British accent, for some reason. In reality, to me, a valuable AI system is one that is able to “record” and digitally store a portion of the experience of a specific human, so as to be able to mimic their decision-making process digitally.

In other words, what if we could have the ability to forecast what Albert Einstein would do given a choice of approaches to solve a problem? What if we could consult Andy Warhol on what color to choose for a school art project? Or ask Sun Tzu how to strategize our next Fortnite game?

A valuable AI system is able to focus on a certain “vertical” of a human’s experience. By using a “fly on the wall” paradigm along with a feedback loop, it should be able, in time, to have the ability to mimic that person’s decision-making process.

In the not so far future you will walk into your office craving breakfast, and your favorite deli’s delivery drone will meet you at the entrance. It will have one of those new menu items it chose for you based on your unique “digital” decision signature. While you enjoy the delicious item you will probably say to yourself “wow, how did they know exactly what I wanted?”

What Is Blooma?

The story of who we are, where we come from, and why we’re here.

Going forward, this blog will be home to posts about technology, the commercial real estate industry, and other topics of interest. I promise none of the entries (after this one) will be me telling you why I think our company is great.

My background is in building software platforms in the B2B world using artificial intelligence and machine learning technologies. I’ve done this before in different industries and created technology to solve specific problems for a lot of companies.

In January of 2018, I was talking with a good friend of mine who is the founder and chairman of ABP Capital. We were discussing the commercial lending space, which is an area I knew nothing about at the time. He felt that there was a lack of products to help automate the manual activity he was putting into originating and auditing his loan portfolio. Trust me, it was a more fun conversation than it probably comes across as here. But I took his word for it, and spent several months looking into his industry.

From the point of view of a technology guy, it seemed to me like the commercial real estate lending world was far behind the residential real estate lending side. I wanted to know why. I looked at who was embracing new technology solutions on the residential side, and it was the same lenders that were in the CRE space. In other words, these institutions were willing to embrace new technology where it was available, but there did seem to be a lack of products on the commercial side.

“If we could use artificial intelligence to parse the documents and build out the comp structures, we realized that this would leave the underwriters to focus on what they were really good at – the artistic side of underwriting.”

So, I went to the best technologist I know. I reached out to Shy Blick, a business partner of mine that I had worked with before. Shy is one of the most amazing technologists in the country (you’ll hear from him on this blog). Shy felt confident that we could create something to address this issue and solve my friend’s problem. So, Shy and I brought in some terrific developers, and we started to build Blooma.

Most importantly, we didn’t just start coding. Instead, we connected with 3 commercial real estate lenders that allowed us direct access to their underwriters and analysts, so we could understand how loans were being originated and how portfolios were being audited. We mapped out their existing approaches first. We discovered that way too much of the time of a highly skilled analyst or underwriter is occupied with reading through tons of documents and third-party systems, pulling out pieces of information, and then pasting or keying them into other documents, spreadsheets, or systems of record.

We thought about what AI and machine learning could do for them in this process. We wondered if we could create something that could bundle everything together and do the data gathering, document reading, and number crunching. If we could use artificial intelligence to parse the documents and build the comp structures, we realized that this would leave the underwriters to focus on what they were really good at – the artistic side of underwriting. After all, their experience, relationships, and human decision-making ability was why they were truly valuable. What if we could do the more manual and monotonous side of their job for them and leave them the fun and interesting stuff?

Our technical team started building, but we never walked away from those underwriters and analysts. They acted as our product team, and they truly helped us create Blooma. So, in a way, we were built for CRE lenders by CRE lenders. There was something unique about the way we were able to connect these bankers who really understood the issues with a team of people who have a level of knowledge of AI, machine learning, and data analytics that very few technologists in the world have. A bunch of nerds (and I include myself there) built the technology, but it was through the output of these banks that it came to life – and I think that is ultimately the secret to why it works.

But I still needed to see more. I rarely look at a technology and just know that it is going to be huge. Ultimately, I have to hear that from the customers that will use it. We went commercial in January of 2020, and we’ve shown Blooma to a whole lot of lenders since then. The reaction is almost always genuine shock at what we’ve been able to do. Of course, most of our customers don’t really care about the technology itself, just the results – higher efficiency, driving time of underwriting way down, massively reducing the costs of originating and auditing deals. We bring them to revenue quicker because they can make decisions to lend quicker.

Blooma is out there now, and it’s fun to get the “oohs” and “ahhs” during the demos, and feedback about how great it is from our customers. But because of how it came together, I’m more convinced than ever that we need to keep listening to our customers and always continue to make improvements. After all, that’s how it all started.

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