We Gave AI a WIP Schedule. Here's How It Scored

Would you trust AI with your WIP schedule or cost forecast? And if it got something wrong, would your team catch it? That’s where most contractors are right now — curious about AI, careful with it, and without an expert on staff to check its work. So we put it to the test. Kimberly Hullfish, CCIFP, has spent 28+ years managing the finances of heavy highway, sitework, demolition, and environmental contractors. We handed her Nova, an AI built for construction, and had her run real WIP analysis, cost forecasting, and reporting, then grade every answer the way she’d grade a staff accountant’s. ProNovos CEO Bruce Orr leads the conversation. No AI experience needed.