Tech-Driven Due Diligence in Commercial Real Estate

by Oct 7, 2025Buyer Tips, CRE Strategies, Technology & Innovation, Tenant Tips

Click to Read: Tech-Driven Due Diligence in Commercial Real Estate

By Ryan Hartsell, SIOR, and Chase McAteer, SIOR

There was a time when commercial real estate deals could be done with little more than a handshake, a phone call, and an agent’s market knowledge. That approach still exists in some corners of the industry, but the industry has changed. Today, data and technology are critical tools in every phase of the process. At Oxford Partners, we view tech-driven due diligence as a crucial means of adding value for our clients.

Technology now informs site selection, customer targeting, labor analysis, negotiations, and even the review of lease documents. It allows tenants and buyers to move beyond guesswork and anecdote to make decisions based on verifiable patterns. The earlier we are involved in a client’s process, the more we can leverage these tools to shape outcomes.

 

Labor data: the foundation of smarter site selection

Real estate costs are a significant line item on a company’s P&L, but labor is often the larger expense. Recruiting, retaining, and paying employees usually outweighs rent. That reality is why labor data has become a central component of real estate strategy.

When a client is considering relocation or expansion, we examine the availability and cost of the labor pool. This analysis utilizes Standard Occupational Classifications (SOCs) to identify target roles (CPAs, civil engineers, or mid-level professionals) and map the locations where these employees reside. We then layer in information about wages: which submarkets offer competitive rates, and where wages are too high to be sustainable.

We also analyze employment rates and labor pool depth. This data can be visualized in heat maps showing exactly where prospective employees live and what they earn. If a client hopes to hire 100 engineers, but the available pool in a given area is only 30, that market may not be viable. It may make sense to pay more in rent for a location with access to a deeper labor pool.

Helping clients understand how labor availability and costs affect site selection is critical. HR expenses often surpass real estate costs, and failure to attract or retain talent can be more damaging than paying a higher lease rate.

 

Customer behavior and market demand

On the other side of the equation is the customer base. This analysis is most common in retail, but it is also increasingly affecting decisions in office, industrial, and healthcare settings.

Using cell phone data, demographic profiles, and mosaic profiles, we can analyze where customers reside, their income levels, commuting patterns, and how they allocate their time. This data can be mapped and segmented into behavioral clusters that illustrate not only who the customers are, but also how they behave.

Oxford utilizes over 50,000 data points to visualize customer behavior. In practice, this means we ask clients: If you could know anything about your customer base, what would it be? With that information, we can build maps that highlight areas where the client’s ideal customers live and spend their time.

Discretionary spending analysis adds another dimension. Beyond income levels, we can examine how customers allocate their discretionary dollars. For example, if a firm wants to target mid-level CPAs, we can identify where those professionals live, determine whether competitors are nearby, and measure the amount of discretionary spending in that area that goes toward CPA services. If there is a dense labor pool, limited competition, and high discretionary spending on those services, that area may be the most strategic place to locate.

The approach can be applied to healthcare, childcare, Medicare, Medicaid, or virtually any category of consumer spending.

 

Market conditions and infrastructure

Traditional market considerations remain essential. In Houston, flood risk is always a concern. In other cities, zoning and permitted use can delay or block a deal.

In one case, a client evaluating a flex property in San Antonio discovered that the site was zoned for light industrial, even though most of the existing tenants were using their spaces for office operations. The client’s intended use was also office, consistent with the rest of the property, but zoning restrictions still required them to petition the city council for reclassification. Identifying issues like this early in the process is crucial, as zoning hurdles can delay projects or prevent deals from progressing.

Infrastructure and expansion patterns also play a role. Industrial users may require free trade zones, rail access, or locations along the path of population growth. Housing starts and master-planned communities indicate where demand is heading. For industrial clients that serve developers, proximity to future development activity is imperative.

 

Multi-location expansion strategies

When companies enter a new market, they often want more than a single location. They want to know how many locations a market can support, where they should be placed, and how far apart they should be spaced.

Oxford creates these roadmaps by combining all of the data points (labor pools, customer behavior, infrastructure, spending patterns, and more) into a profile of a successful location. We then replicate that profile across the new market, answering questions such as:

  • How many sites should we open?
  • How many miles apart should they be?
  • Which submarkets offer the best alignment with our proven profile?

This process allows clients to expand quickly and confidently, reducing risk and accelerating growth.

 

Comps and negotiation leverage

Data also informs negotiation. In Texas, a non-disclosure state, public information is limited. Oxford maintains an internal comps database built from our own transactions, deals shared with friendly competitors, and platforms such as CompStak and Enriched Data.

This gives us visibility into recent lease and sales comps across Houston and beyond. When we negotiate on behalf of a client, we are aware of what other companies have secured in the same building or submarket. We can demonstrate not just that the deal is fair, but that it reflects the most favorable terms the market has recently delivered.

This transparency gives clients confidence that they are achieving the best possible outcome.

 

AI as a second set of eyes

Technology encompasses more than market data. Artificial intelligence now plays a role in how Oxford reviews leases and proposals.

Large language models act as a second set of eyes, scanning documents quickly and cross-checking negotiated proposals against final lease drafts. AI can flag terms that are missing, identify clauses that are written differently than expected, and suggest areas where further negotiation may be appropriate.

We also use AI for summarizing leases and creating abstracts that clients can reference later, making complex documents easier to understand and manage.

Internally, AI assists in agent training, helping us retrain our team on core topics like lease review and negotiation. By augmenting our own review processes, AI helps reduce human error and increases efficiency without replacing professional judgment.

 

A commitment to continuous improvement

New tech tools, datasets, and best practices are constantly emerging. At Oxford, we view this as an opportunity to improve the value we deliver to our clients.

Mapping labor pools, analyzing customer discretionary spending, anticipating zoning hurdles, and utilizing AI to review contracts are all part of our approach to staying at the forefront of technology. This focus makes our work more precise and efficient, while providing clients with a more transparent, faster, and more valuable process.

 

If your company is exploring a renewal, relocation, or expansion, Oxford Partners can help you make strategic, data-backed decisions. Reach out to us at info@oxfordcres.com, call (713) 647-6400, or submit the contact form below

Ready to Secure
Your Space to Thrive?
Let's Talk!

2000 W Loop S, Suite 400
Houston, Texas 77027

Our Services

Renew
Renew
Relocate / Relocate Early
Relocate / Relocate Early
Expand
Expand
Downsize
Downsize
Sublease / Terminate
Sublease / Terminate
Purchase
Purchase
Sell
Sell
Healthcare Tenant & Buyer Agents
Healthcare Tenant & Buyer Agents
Portfolio Management
Portfolio Management
Data Analytics
Data Analytics
Economic Incentives
Economic Incentives

What our Clients Say

  • Chase and Melissa were awesome! They kept us informed every step of the way and worked so diligently in helping us to secure a property. We look forward to working... read more

    Cayla Clark Avatar Cayla Clark
    January 23, 2023

    I am thanking my lucky stars I got to work with DJ (Douglas) Hale on my recent lease renewal for my dental office. He was thorough in going... read more

    Jessica Caballero Avatar Jessica Caballero
    August 23, 2022

    Working with Oxford Partners to find our companies new office space went really well. We had the pleasure of working with DJ who was professional, helpful, and responsive throughout the... read more

    Drew Roberts Avatar Drew Roberts
    July 23, 2023
  • Congratulations to the Oxford partners team, great service, follow up and support. Highly recommended!

    Erik Bladinieres Avatar Erik Bladinieres
    October 23, 2022

    I can't say enough good things about Chase and his firm. From day 1, Chase has been attentive, professional, and an advocate for us (as a tenant looking for... read more

    Ted Holmgren Avatar Ted Holmgren
    November 23, 2022

    Working with Chase is the absolute best! He's knowledgable and has your best interest at heart when finding a commercial space for your business.

    Emma Wilking Ghelber Avatar Emma Wilking Ghelber
    August 16, 2023
  • Oxford Partners handled the 2022 negotiation of Strategic Construction's corporate lease renewal flawlessly. Ryan Hartsell knew the market and had a great working relationship with the landlord reps, that he... read more

    Matt Beshara Avatar Matt Beshara
    August 23, 2022

    We are from Canada and where looking to open in Houston. Chase and Ryan from Oxford helped find us the perfect location. We were able to fly in for a... read more

    Ryan Aldous Avatar Ryan Aldous
    May 23, 2023

    Professional, supportive and quick. I got a great help from DJ and really appreciate it.

    Jimin Lee Avatar Jimin Lee
    April 23, 2023
  • Perry and Matt were excellent to work with. They were patient and listened to our wants and needs when it came to finding a new office/warehouse for our quickly... read more

    You Know Avatar You Know
    November 23, 2022

    I recently had the privilege of working with D.J. Hale on a couple of projects. I have to congratulate you folks on having such a wonderful person in your employ.... read more

    Kenneth Kleinmann Avatar Kenneth Kleinmann
    February 23, 2023

    Oxford Partners is the way to go if you’re looking for the right space and great contract negotiations. Their communication, professionalism, and Friendliness is unbeatable. They make you feel like... read more

    James Stevens Avatar James Stevens
    August 16, 2023
  • Oxford Partners was a true partner in helping our organization find the perfect flex space for our unique needs. Jacob Summers and Nathan Buckhoff were professional, responsive, and negotiated benefits... read more

    Diane Summers Avatar Diane Summers
    December 23, 2022

    I had a great experience with Oxford Partners. Matt Rogers helped me and my Law firm secure a great new lease on a fantastic building/office. There is no... read more

    Sean Darvishi Avatar Sean Darvishi
    August 16, 2023

    Vincent assisted my law firm in securing new office space and was always responsive, insightful and a great advocate for my business throughout the entire process. I cannot... read more

    Brian Nguyen Avatar Brian Nguyen
    August 23, 2022
  • You don't want Chase McAteer, you NEED Chase McAteer! I had the pleasure of working with Chase a little over 5 years ago when I started a new company and... read more

    Diana Dang Avatar Diana Dang
    August 16, 2023

    Extremely professional, knows what he is doing and also understands the needs and budget of his clients. I am extremely happy with his service as I got a very good... read more

    Spectrum SBLLC Avatar Spectrum SBLLC
    December 23, 2022

    Oxford Partners was a pleasure to work with. Very professional and courteous, D.J. acted in our company's best interests to find the best commercial office space, layout and price... read more

    Darren T Avatar Darren T
    August 16, 2023
  • Oxford Partners listened and supported our needs throughout the negotiation process. Thank you OP.

    Sergio Van Dusen Avatar Sergio Van Dusen
    April 23, 2023

    Ryan Hartsell is great to work with!

    Patricia Smith Avatar Patricia Smith
    November 23, 2022

    Matt Rodgers helped us find a great office in a great building and was nice to work with throughout the whole process.

    Morgan Hartmann Avatar Morgan Hartmann
    August 16, 2023
  • Highly recommended! We were in an urgent need of assistance in relocating our facility, and Chase was just beyond helpful throughout the whole process. Very professional, knowledgeable, and always beyond... read more

    Sean Choi Avatar Sean Choi
    August 23, 2022

    Chase McAteer at Oxford Partners: I met Chase McAteer when I was looking for a leasing space for my therapy center in 2020 in Houston Texas, just at the start... read more

    Premala Naidoo Avatar Premala Naidoo
    August 23, 2022

    Chase has deep expertise in commercial leasing. He's patient, professional, and continued to grind on our behalf day-after-day in a tough market. We couldn't recommend him strongly enough.

    Corey Astill Avatar Corey Astill
    March 23, 2023
  • Chase helped us find a suitable commercial/retail location in Mesa Arizona. It has taken several months. I have had a similar relationship with other real estate professionals in the past,... read more

    Randy Holmgren Avatar Randy Holmgren
    November 23, 2022

    COMPLETELY SATISIFIED!!! 😊 I didn't know where or how to start with the sell of my building until I met DJ Hale with the Oxford Partners. He took... read more

    CYnthia Ferrell Avatar CYnthia Ferrell
    October 23, 2022

    Ryan and Oxford Partners have been a tremendous asset to our business. Their dedication to serving our needs is unparalleled.

    Victor Lee Avatar Victor Lee
    August 23, 2022
  • Oxford Partners were great with their follow ups and helped us negotiate a better contract. Thank you Ryan and Perry for all your help.

    AliAsgher Sunelwala Avatar AliAsgher Sunelwala
    August 22, 2023

    I would recommend Oxford Partners, and specifically D.J. Hale, to anyone looking for a commercial broker. Several months ago, our church—a relatively new mission church in Houston, located in the... read more

    President Hope Lutheran Avatar President Hope Lutheran
    August 17, 2023

    Ryan and Melissa with Oxford Partners were amazing to work with and helped our company locate a new clinic space in a very short timeframe. The communication was excellent throughout... read more

    Principle Health Systems Avatar Principle Health Systems
    December 23, 2022