
The painstaking process of generating a construction bid, which is often a high-stakes gamble of time and resources against the odds of winning a project, is undergoing a fundamental transformation. For decades, estimators have grappled with manual takeoffs, complex calculations, and siloed data, creating a significant bottleneck in the construction pipeline. Now, artificial intelligence is emerging not just as an










