The construction industry is experiencing a major shift, thanks to intelligent systems. This advanced platforms are enabling dynamic information for improved planning . From ai anticipatory upkeep scheduling to robotic material allocation, AI tools are helping project managers to decrease downtime and boost combined project outcomes . In conclusion