The real reason every major construction software vendor is buying data companies right now, and what it means for the Arizona builder who’s about to sign a three-year contract
A mid-size Arizona GC requested I sit in on a construction software demo while a rep walked him through the software. The rep did a great job. Beautiful interface. Solid workflow features. AI assistant that could summarize an RFI in seconds. The GC was nodding.
At the end of the meeting, the rep asked what questions we had. After the typical workflow questions made their rounds, I was impressed to hear my client ask the following questions because it was an excellent one.
“How much is it going to cost us to leave in three years if we don’t like it?”
The rep smiled and said something reassuring about migration support and data exports.
The real answer to that question is much more complicated than what the rep said. And the reason it’s complicated has almost nothing to do with the features on the screen that afternoon.
What’s Actually Being Sold
Here’s what has quietly happened in construction software over the last 24 months, and it is worth being specific.
Every major construction software vendor has been buying data infrastructure companies.
Procore. In January 2026, Procore closed on the acquisition of Toric Labs, doing business as Datagrid, for approximately $190 million in cash. Datagrid is an AI and data infrastructure company that connects Procore data to other systems and runs AI agents across the unified layer. Six months later, in July 2026, Procore announced the acquisition of DroneDeploy for approximately $845 million in cash. A deal more than four times the size of the Datagrid buy. DroneDeploy is a reality capture and robotics platform used on more than three million jobsites across 180 countries. Aerial drones. Ground robots. Fixed and wearable cameras. Everything that sees a jobsite.
Read Procore’s own language about the strategy. They described the DroneDeploy deal as an evolution from “the system of collaboration and record” to “the system of intelligence for construction.”
That is the landlord thesis in their own words.
Autodesk. In February 2024, Autodesk closed on the acquisition of Payapps and GCPay for $387 million in cash. Payapps is a payment and compliance platform. What Autodesk bought was not just a billing feature. It was the transactional data flowing through every subcontractor payment on a Construction Cloud project.
Trimble. In May 2024, Trimble acquired Flashtract, another payments and compliance platform. In January 2023, they acquired Ryvit, an integration platform that connects construction software applications to each other. And in April 2026, they announced the acquisition of Document Crunch, an AI-driven document analysis and risk management platform deployed on more than 10,000 projects.
None of these acquisitions were about buying a feature. They were about buying the plumbing that data flows through in a construction firm.
That plumbing is the real product now.
The Landlord Analogy
Here is the simplest way I can put this for an Arizona builder.
You have been thinking about construction software the way you would think about buying a hammer. You look at the features. You look at the price. You compare it to a competing hammer. You pick the one that does the job you need at a price you like.
Software companies have moved on. They are not selling you a hammer anymore. They are selling you an apartment. The features are the fixtures. The workflow tools are the appliances. The AI assistant is the paint color. But the actual thing you are buying is the address. The lease. The right to keep living there. And critically, the terms under which you get to leave and take your stuff with you when you go.
You are not buying a platform. You are choosing a landlord. That reframe changes every question you should be asking.
Why the Landlord Wants You
Every landlord in this analogy has spent the last two years buying up the infrastructure that makes their building more valuable. They are not doing it for you. They are doing it because they know something you might not have thought about yet.
The next decade of productivity gains in construction is going to run on data.
Every AI agent, every automated workflow, every predictive risk model, every portfolio-level analysis, all of it runs on the operational data flowing through your firm’s project management, payment, document, and scheduling systems. The vendor that owns the pipes carrying that data owns the AI use cases that get built on top of it. And the vendor that owns the AI use cases owns the customer relationship for the next decade.
That is why Procore has committed more than a billion dollars in the last seven months to buy the data layer and the reality-capture layer of construction. That is why Autodesk paid $387 million for a payments platform. That is why Trimble has been on an acquisition spree since 2023. They are not buying features. They are buying the right to sit in the data flow between all your other systems.
If they own the data flow, they own you.
What This Means When You Sign a Contract
Now put yourself in that GC’s shoes with the rep across the table. The three-year contract you are about to sign is not a decision about which product you like better this quarter. It is a decision about which vendor’s data warehouse becomes the foundation of your firm’s operational intelligence for the next decade.
That decision has consequences most builders never see coming.
- Data portability. When you leave your current platform, what data can you actually take with you? Not “we support data exports” reassurance. Specifically. Which tables, in what format, with what relationships preserved? If your three years of RFI history, submittal decisions, cost variance patterns, and change order data cannot come with you in a form that any other platform can ingest, you did not just buy a project management tool. You bought a permanent home whether you wanted one or not.
- Lock-in through integrations. Once your ERP, your scheduling tool, your document management, your BIM environment, and your accounting system are all wired into a single vendor’s platform through their proprietary integration layer, leaving means rebuilding every one of those connections. The vendor did not create that dependency by accident. They created it by acquiring the integration layer companies I listed above.
- AI use cases you can never take with you. Any AI agent you deploy on your data through your current vendor is not portable. When Procore’s Datagrid-powered agents start giving your PMs recommendations, those recommendations are trained on the interaction patterns of your firm plus their broader customer base. Leave the platform, and you leave those insights behind. You are not carrying a hammer to a new job. You are moving out of the apartment and losing your view.
- Pricing leverage. When your alternative to a 15% renewal increase is a nine-month migration project that puts your entire operation at risk, the vendor knows they have you. This is why cloud software renewals in industries like construction are getting more aggressive year over year. The lock-in they built by acquisition gives them pricing power they did not have five years ago.
None of that is on the demo screen. None of that is in the sales rep’s slide deck. But it is what you are actually signing up for.
What Vendors Are Actually Answering When You Ask About “Data Connectivity”
The current buzzword in every construction software pitch is “connected data” or “unified data platform” or “AI-ready data.” Those are real phrases with real meaning. But they are also carefully constructed to mean two different things depending on the audience.
To you, “connected data” means your systems talk to each other, information flows smoothly, and your team stops re-entering the same data three times.
To the vendor, “connected data” means all your operational data flows through their platform, gets structured according to their schema, and becomes progressively harder to disentangle from their ecosystem.
Both of those are true at the same time. That is what makes it complicated.
The rep in front of you is not lying. They genuinely believe their unified data layer benefits you, and in many ways it does. But they are also being trained to sell you on the connectivity benefits without walking you through the strategic implications of choosing which data warehouse becomes the foundation of your firm’s operational intelligence.
That conversation is not on their script. It has to come from you.
The Questions You Should Actually Ask
When the next construction software rep sits down at your conference table, here are the questions that separate a routine software purchase from a decade-shaping strategic decision.
QUESTIONS FOR THE VENDOR
On data ownership and portability. If we terminate this contract in three years, exactly what data can we take with us, in what format, with what relationships preserved? Can we walk out with a working copy that another vendor could ingest? Will you put that commitment in the contract?
On the AI layer. When your AI agents run on our data, what happens to the models and insights when we leave? Do we get to keep the trained agents? Do we get any structured record of what the AI learned about our operations?
On integrations. How many of the third-party integrations we rely on are proprietary to your platform versus based on open standards? If we leave, which integrations have to be rebuilt from scratch?
On the roadmap. What have you acquired in the last two years, and what does your roadmap say about the next two years of acquisitions? Every acquisition changes what you are actually buying.
On the exit ramp. What is the average customer churn cost, in staff hours and migration expense, based on the last five customers who left your platform in the last two years? If you cannot give me a real number, why not?
That last one is my favorite. It is the question a rep is never trained for. And the answer, or the non-answer, will tell you almost everything you need to know.
What This Means for Arizona Builders
If you are a 35-person GC in Tempe or a 15-person subcontractor in Tucson, you are the ideal target for the next 24 months of construction software consolidation. You are big enough to be worth signing. You are small enough that switching costs are painful. You are ambitious enough about AI and data that the platform pitch resonates. And you have almost certainly not thought about your platform choice as a strategic data warehouse decision.
That is the market position every one of these vendors is optimizing for. Not the ENR Top 400 GCs, who have dedicated IT staff and can push back. Not the two-person residential contractors, who will use QuickBooks and Excel forever. The middle. Your slice of the market.
That does not mean you should not use Procore, Autodesk Construction Cloud, or Trimble. Every one of those platforms is legitimately excellent at what it does, and for many firms the productivity gains genuinely justify the choice. My argument is not to avoid these vendors.
My argument is to know what you are actually choosing when you sign.
The Smart Move
You do not need to become a data platform expert to protect yourself here. You need to change the conversation from features to strategy in three specific ways.
Before your next platform decision, treat the choice as a five to seven year one, not a three-year one. Migration costs, integration rebuilds, and AI use case dependencies mean that in practice, the average construction firm stays on a platform much longer than the contract length. Choose accordingly.
Read the data portability language in the contract. If it does not exist, ask for it. Get specific commitments in writing about what data you can extract and in what format. Vendors will not offer this. You have to ask.
Have a neutral advisor in the room before you sign a multi-year platform contract. Someone who does not sell any of these platforms. Someone who can look at the terms, the acquisition roadmap, the integration lock-in, and the AI dependencies and tell you honestly what you are buying. That is not the vendor’s rep. That is not the vendor’s implementation partner. That has to be someone independent.
The construction software vendors have moved on from selling features. They have moved to selling landlords. If you are going to sign a three-year lease on your firm’s data future, at least walk in with your eyes open about the neighborhood.
You are not buying a platform. You are choosing a landlord. Choose deliberately.
For over 20 years, Dimensions has been the trusted IT partner for Arizona’s architecture, engineering, and construction industry. We help AEC firms communicate better, collaborate smarter, and actually use the technology they’ve invested in. Because in construction, the tools only work if your team does.
IT Built For Builders.
