The construction industry faces a seismic shift, driven by the rapid integration of artificial intelligence (AI). This advanced technology is reshaping the way projects are planned, particularly in the areas of estimating and customer relationship management (CRM). AI-powered tools offer unprecedented detail in cost estimations, minimizing the risk