Construction companies can have full project pipelines, growing revenue and cash in the bank, while still lacking a clear picture of their financial position.
According to Grassi’s 2026 Construction & A&E Industry Report, only 25% of firms surveyed said they were very satisfied with their financial and operational data. Job-costing accuracy was the leading reporting challenge for general contractors and subcontractors, while roughly 40% identified cash-flow forecasting as a challenge.
ConStrat AI is an intelligence layer for the built world focused on how money moves through construction projects and where financial risk develops. The company was founded by Justin Turk, CEO; Jesse Dorsey, Head of Engineering; and Emmanuel Dorley, Head of AI.
In a recent conversation with Shoppe Black, Turk described a fundamental challenge for contractors: understanding the difference between the cash they can see and the financial obligations behind it.
“The biggest gap is between the bank balance and the business,” he said.
A contractor may have cash available while carrying payroll, supplier obligations, retainage, project costs and receivables that will not be collected for weeks or months. Financial visibility requires understanding where that money came from, where it needs to go, and what is likely to happen next.
ConStrat approaches the problem by following how money moves through a project. Every dollar can pass through owners, lenders, general contractors, subcontractors and suppliers, with timing and financial risk at each handoff.
Revenue Doesn’t Always Reveal Financial Health
Construction creates an unusual timing problem. Contractors frequently incur labor and material costs before receiving payment, so a larger contract can increase revenue and backlog while also increasing working-capital needs.
Billd’s 2026 National Subcontractor Market Report found that 64% of subcontractors surveyed reported being slow-paid by general contractors. Subcontractors waited an average of 51 days after submitting a pay application to receive payment.
During that gap, contractors still have to meet payroll, pay suppliers and purchase materials. Contract value alone therefore reveals relatively little about a contractor’s immediate cash position.
“The timing of cash is probably the most important aspect of it,” Turk said.
A project that appears profitable based on direct job costs can look different once overhead, retainage, financing costs and other operating expenses are included.
The Warning Signs Contractors Need to See Earlier
Financial problems often develop through small changes across projects: labor exceeds the estimate, material prices move, a change order remains unapproved, a customer pays late or the projected margin declines. Each can affect when cash moves, how much is received and who carries the financial risk in the meantime.
One important indicator is the relationship between earned and billed revenue. Growing underbillings can mean a contractor is financing work already performed, while overbillings can create risk if the cash is spent while substantial work remains.
A project that began with a healthy margin can become substantially less profitable as costs accumulate, which is why an accurate cost-to-complete estimate matters.
One warning sign Turk watches closely is margin fade. He has seen organizations generate roughly the same profit while producing twice the previous year’s revenue.
“If you’re not growing it the right way, it can kill a business,” he said.
Other indicators include unapproved change orders, aging receivables, retainage, billing trends and the relationship between working capital and backlog. Together, they help show whether a company can financially support the work it has taken on.
Growth Can Increase Financial Risk
Winning larger projects can increase financial exposure. Travelers Construction Surety found that inadequate internal cost controls were a factor in nearly half of the contractor failures it studied. Overextension contributed to nearly 40%, while a single catastrophic project was involved in nearly 60%.
A contractor taking on a larger backlog needs sufficient people, working capital and systems to determine whether projects are performing as expected. For Turk, the quality of that growth matters as much as the additional revenue. A company can double its volume without materially increasing profit while taking on more cash-flow pressure and project risk.
For some contractors, financial capacity eventually intersects with another constraint on growth: bonding.
Bonding Capacity Can Determine Which Opportunities Contractors Can Pursue
For contractors pursuing public-sector and larger commercial projects, bonding capacity can establish a ceiling on the work available to them. Sureties evaluate financial strength, operating capacity and track record, including WIP schedules, working capital, debt, job profitability and margin trends.
“The things that you need to get a bond are growth indicators,” Turk said. The same disciplines that strengthen a contractor’s bonding position, including reliable WIP reporting and greater visibility into working capital and margins, can also strengthen the underlying business.
One contractor working with ConStrat had an opportunity to participate in an eight-figure project but lacked sufficient bonding capacity to pursue it independently. The contractor instead had to partner with another company and received a minority share of the contract.
Another ConStrat customer qualified for bonding on a significant project but faced substantially higher costs because the company had limited bonding history.
The surety relationship also extends beyond financial ratios. “Even though it’s a financial metric deal, the approval process is still heavily gated by: Can they trust you? Do they do business with you?” Turk said.
Better visibility can help contractors explain their numbers, address problems earlier and build credibility over time. Current WIP information, explanations for changes in project margins and a clear view of the company’s financial position can also give sureties and lenders a stronger basis for evaluating risk.
Moving From Financial Reporting to Early Warning
Contractors generate substantial financial and operational data, but that information often lives across separate accounting, banking, project-management and field systems. That fragmentation can delay management’s understanding of a change and its financial impact.
ConStrat’s Stratum platform connects financial and operational information, including accounting and banking data, to provide a more current view of cash flow, project performance and emerging risk. The system is designed to identify signals such as changes in receivables and project margins. ConStrat is also developing tools around bonding and funding.
“Contractors already have the data. It’s just spread across their accounting system, their bank and their project files. Our job is to connect it so that when a number changes, they can see exactly why,” said Dorsey, who brings nearly two decades of experience deploying enterprise software.
Turk sees artificial intelligence as a way to give smaller contractors access to financial capabilities that were once practical mainly for larger organizations. Dorley, a Fulbright Scholar and AI researcher who earned his doctorate at the University of Southern California and whose background includes NASA and Intel, leads ConStrat’s AI work.
“The cost to deliver this type of technology to earlier companies is drastically reduced,” Turk said. He argues that the technology itself is secondary to the outcome: helping contractors protect margins, understand cash and position themselves for larger opportunities.
The immediate application is reducing manual reconciliation across systems and identifying changes that require attention. Over time, those systems can learn from a contractor’s project history, including payment patterns, estimating misses, stronger-margin work and recurring sources of financial risk.
ConStrat refers to this concept as “Compounding Intelligence,” using information generated across successive projects, including how and when money moved through each project, to move from reporting historical performance toward identifying what may happen next.
That capability still depends on trust. Contractors need to understand where a number came from and be able to stand behind it with a banker, surety or business partner.
A profitable project can still create a cash shortage, rapid growth can strain working capital and one troubled job can affect an otherwise healthy company.
Seeing those signals earlier can shape the decisions contractors make and the opportunities they are positioned to pursue.
