The construction industry undergoes a seismic shift, driven by the rapid integration of artificial intelligence (AI). This innovative technology is redefining the way projects are managed, particularly in the areas of estimating and customer relationship management (CRM). AI-powered tools offer unprecedented accuracy in cost estimations, minimizing