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.



  • 21/10/2020 08:20 AM

Are you a real estate newbie trying to familiarize terms in the business? Good job! Studying and researching are sure-fire ways to making it big in the real estate industry

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  • 21/10/2020 08:17 AM

Chinese real estate investors drop 76% in 2019 compared to 2018 statistics.The main reason for this plunge is the restrictions on capital leaving the country and geopolitical tensions on real estate deals.

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  • 20/10/2020 09:06 AM

For any business, especially small businesses, there comes a time when you will need to expand your location or building so that you can further your operation or manufacturing.

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  • 20/10/2020 09:04 AM

This guide will help you learn how to use Big Data to enhance your knowledge of commercial real estate while teaching you how to apply your education to your business.

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  • 19/10/2020 10:54 AM

When you want to invest in commercial real estate, it's important to learn about yield. In any kind of investment, you have to be aware if you will have any returns. This is what makes a business run well.

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  • 19/10/2020 10:51 AM

Home staging became a trend when the market crash left a huge number of inventory that were ripe for the picking. Most brokers stage houses to give clients a realistic feeling of living in the house.

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  • 16/10/2020 08:15 AM

Investing in real estate is tricky. You can’t simply decide to go for it one day without any knowledge and expect success. Aside from the basics, there is more to know, especially real estate cycles.

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  • 16/10/2020 08:13 AM

You may not know it but the real estate industry hosts some of the most amazing women CEOs. In a traditionally male-dominated industry, this is amazing

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  • 15/10/2020 10:03 AM

Sometimes, circumstances force people to live together even if they are not married. Many couples choose cohabitation without thinking of getting married. Good or bad, such is the growing trend in the world today.

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  • 15/10/2020 10:01 AM

Do you want to increase the value of a home? Upgrade its interiors and you will add a significant amount to its value. That is the first thing you need to consider if you want to increase the value of a single-family unit.

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  • 14/10/2020 11:55 AM

Every day, another person becomes a millionaire. Because of that, crazy real estate trends are popping up here and there. For example, the ultra-rich are buying high-value real estate properties in Singapore, Hong Kong, South Korea, and many parts of Europe

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  • 14/10/2020 11:52 AM

Is there not much difference between an investor and lender in the real estate market? There’s a big difference between the two

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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