Context: In the construction industry, change order ratio is often tracked as a measure of contract control, but it reflects how quickly execution adapts when assumptions on site stop holding.

Challenges: Engineering finalizes designs, site teams build to plan, and commercial teams manage contracts, so no one intervenes when early misalignment between plan and reality first appears until a change order becomes the only remaining option.

Solution: The Change Order Prevention Guidance Agent, an AI agent built using Microsoft Copilot Studio, monitors design-build mismatches and dependency slippage as they emerge and intervenes during scope and sequencing decisions, flagging emerging ambiguity before formal change becomes the only lever.

Impact: Construction firms following this approach see teams address misalignment while execution can still adapt, with fewer issues escalating into contractual disputes.