— POST 9 — Why Verification Is More Important Than Recognition in AI Estimating I hear a lot of excitement when contractors talk about AI auto-count. The idea sounds simple: upload the drawings, let artificial intelligence find the devices, and receive a finished count. That sounds like the future. In many ways, it is. But there is one question that is often overlooked. After the software finishes counting, how do you know the answer is correct? That question is more important than how fast the software counted. After spending years in electrical estimating and testing different approaches to automation, I have learned one thing: recognition is impressive, but verification is what protects the estimate. A number on a screen does not win a job. A profitable, accurate proposal wins a...
Read More