Context: In construction, material waste is rarely created at the skip, it is created earlier when site decisions lag reality.

Challenges: Procurement orders against drawings, site teams build to sequence, and quality checks happen after work is complete, so no one steps in when scope shifts, productivity drops, or sequencing changes until waste becomes unavoidable.

Solution: The Material Efficiency Guidance Agent, an AI agent built using Microsoft Copilot Studio, monitors consumption rate drift and on-site inventory exposure as conditions change and intervenes during release and resequencing decisions, flagging overuse signals before material is irreversibly consumed.

Impact: Construction teams adopting this approach see crews act before excess is committed, with waste reduction becoming a daily execution habit rather than a sustainability report written after the loss.