Enriched Data

Big Data - Simple Solutions


Enriched Data combines unprecedented access to nationwide property, ownership and sales data with state-of-the-art valuation, prediction and reporting applications which collectively make the commercial real estate professional more accurate, faster and more profitable.

Enriched Data provides a one stop solution for all things connected with Big Data in commercial real estate. Accurate real estate data is essential to making informed decisions. Whatever your role, the data you need to make informed decisions, grow your business, advise your clients, or do your best job can be found at Enriched Data. We make data collection seamless and the results powerful so you can concentrate on what you do best. The data is qualified, accurate, and has more information than what is readily found through regular means.

Enriched Data is the only company that combines individual property and sub-market data on a national scale with integrated applications. These applications provide commercial real estate professionals state-of-the-art valuation (CARS) and prediction (Value Prediction Model) tools to better understand property and market valuations. Customers who use these tools experience increased pro-forma profitability up to 300%.

Enriched Data was formed by appraisers not satisfied with the data currently available. We enrich the data from multiple data sources: crowd sourcing, public and private data sources, and industry professionals – owners, appraisers, property managers, inspectors, leasing agents, brokers and real estate research specialists. Enriched Data provides the best quality data due to continuous data enhancements delivered by our partners. It is these enhancements that give users of Enriched Data resources that are unmatched in the commercial real estate industry.

Enriched Data is the only national database with property, owner contact, sales, mortgage and rental data available for 97% of the country.

Enriched Data provides exactly the information you need, in the format you need, with the service you need. Find your Big Data with our Simple Solutions!

Visit our services menu to pick the solution needed for you.

If you find anything not available, reach us at support@enricheddata.com we will make it for you.



  •  30/10/2020 09:00 AM

How have commercial real estate investments affected the economy? If you are planning on investing in CRE, you should be aware of REITs.

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  •  30/10/2020 09:00 AM

As much as we don’t want to believe it, Covid-19 has affected us in more ways than we could have imagined. This has altered our perception as investors and saw things in a new light and perspective in terms of buying and selling investment especially in real estate.

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  •  29/10/2020 11:43 AM

During this global pandemic, the best thing to do for both personal and business entities to keep a level head. While nobody knows at the moment when or how this will all come to pass, we must make sure to protect all assets from any untoward damage and devaluation.

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  •  29/10/2020 11:39 AM

In the last decade, technology has massively changed the way we conduct our day to day lives. This includes the way we also do business. It is both faster, more efficient, and just plain simpler.

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  •  28/10/2020 10:43 AM

It is not out of the question that Covid-19 has changed the way we live and how we perceive living as we know it. This also includes how we transact daily as well as how we invest in the long term.

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  •  28/10/2020 10:41 AM

Since 1978, real estate properties have increased due to inflation and continued industrial and technological advancements

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  •  27/10/2020 10:44 AM

There is profit in commercial real estate, this is why you can see a lot of entrepreneurs with CRE ventures. Of course with any business, you also need to know the ins and outs of it.

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  •  27/10/2020 10:37 AM

Getting the right valuation is essential in the real estate industry. This is why it is of utmost importance to get the right value during and after this global pandemic.

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  •  26/10/2020 10:32 AM

An investment property is one of the largest assets you can purchase, and it’s a big step in building or growing an investment portfolio

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  •  26/10/2020 10:28 AM

Everyone is trying to scramble nowadays to find how to easily bounce back after this pandemic. And with the uncertainty of time and the unlikely end of this crisis in the soonest, many are resigning themselves to get by just so they can still have some investments until the vaccine is found for Covid-19.

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  •  23/10/2020 10:04 AM

Real estate experts have seen major changes in business and execution of contracts. At present, some cities and states have paused transactions for real estate.

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  •  23/10/2020 10:01 AM

Investing in commercial real estate means two things. One is understanding what income is, second is knowing what appreciation is.

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Leadership Team

Patrick O'Connor, MAI

Founder, Director

Pat is a thirty year real estate professional and entrepreneur who has also founded O'Connor & Associates, the largest property tax appeal company in the United States. Pat is also an accomplished author who has written several books on real estate valuation and commercial real estate Big Data. Pat graduated from Harvard Business School with a Master of Business Administration.

Tim Koltermann

Chief Executive Officer

Tim is a twenty-five year veteran of the capital markets and commercial real estate industry. Prior to Enriched Data, Tim was CEO of Walker & Dunlop Commercial Property Funding as well as holding senior positions on Wall Street with Bear Stearns, JP Morgan and Merrill Lynch. Tim graduated from The Booth School of Business at the University of Chicago where he earned a Master of Business Administration.

Michael L. Miller, MAI

Chief Revenue Officer, Director

Mike is a thirty year veteran of commercial real estate valuation, appraisal and consultation roles. Mike is also co-author of Enriched Data's CARS Application. Mike is considered among the leaders of commercial real estate big data and valuation in the United States. Mike graduated from the University of Texas with a specialization in Real Estate.

Ryan Lin, MAI

Chief of Product Development

Ryan has been involved in the valuation and consultation of real estate for over fifteen years. He is considered a leading commercial real estate big data developer in the United States. Ryan is Co-Author of Enriched Data's CARS application. Ryan is a graduate of the University of Texas.


  • 2200 North Loop West, Suite 230, Houston, TX 77018
  • Monday - Friday: 9am - 5pm