Production slips on a job and labor hours start to climb. The field team knows. The project manager is working through a change order. But the update misses the job-cost cutoff, so the cost-to-complete forecast still reflects the old plan. Leadership learns the margin has moved when the work in progress (WIP) report arrives after month-end.
There may be little wrong with any one application in that sequence. The failure is in how information gets from the people doing the work to the people making decisions. It is also why a contractor can invest heavily in technology and still struggle to answer, “Where does this job really stand?”
When that happens, it is tempting to shop for a better dashboard or start talking about a new ERP. First, find out how the answer is produced today.
Follow a job through the business
Take a project with a recent change in scope or production. Start with the estimate and approved budget, then trace what happened in the field and how it reached the forecast. Ask when the project manager knew about the change, when finance could see it and what leadership was shown in between. If those answers differ, you have found a place to investigate.
The cause may be mundane. Two teams use different cost codes. Someone enters the same change order in multiple systems. A report relies on a spreadsheet that only one person knows how to maintain. Sometimes the information is accurate but arrives after the decision it should have informed.
These workarounds can last for years. They become harder to manage as a contractor adds projects, divisions or entities, especially when each group develops its own definitions. At that point, a reporting problem may really be a process or ownership problem. Someone has to decide what a number means, who maintains it and when it must be available. Software cannot make those decisions for the business.
Match the investment to the problem
An assessment should lead to a specific choice. If the current system supports the work but teams use it differently, fix the workflow and training. If useful systems require people to move data between them, address the handoff. If a platform cannot support the business as it now operates, make the case for replacement. A specialized application can fill a real gap, provided the company knows how it will fit into the broader process.
Order matters here. Agreeing on job structure and cost-code definitions may improve reporting immediately. It also gives a future ERP implementation a better starting point. Buying the new system first does not spare the team those decisions. It forces them into the implementation schedule, where unresolved questions can delay the project or produce another set of workarounds.
Before issuing an ERP RFP, executives should be able to explain which processes need to be consistent across divisions and which ones legitimately differ. They should know who can approve changes to master data, what must connect at go-live and who will make decisions when the implementation team reaches a tradeoff. The business case needs an operational measure, too. “Better visibility” is an ambition. Seeing a margin change while a project team can still respond is an outcome worth designing for.
Be selective with AI
The pressure to use AI can push contractors toward another tool before they have addressed the information underneath it. There are useful places to start: summarizing RFIs, reviewing change-order exposure or flagging unusual job costs. But a tool that spots an anomaly depends on cost codes that mean the same thing across jobs and on someone who can determine whether the exception matters.
Choose one decision the team wants to make sooner or with better information. Identify what the tool would need to see and who would review its output. Then measure whether it changes the decision. That is a more useful test than counting AI features in the stack.
A contractor can do much of this work in a quarter. Trace the information behind a few important decisions, resolve the most consequential breaks and fund the first improvements with clear owners. Some companies will find that they need a new platform. Others will get more from systems they already own.
Either way, the question is the same: can the business see what is happening on a job soon enough to do something about it?
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