Context: In the Mining industry, ore recovery rate is determined by how material is handled as it moves through the system, with value preserved when extraction, blending, and processing decisions stay aligned in real time.

Challenges: Variability shows up in the pit or ROM pad, but extraction and blending continue unchanged while adjustments wait for assays, shift changeovers, or downstream confirmation, so high-grade material is already mixed away by the time action is taken.

Solution: The Ore Recovery Guidance Agent, an AI agent built using Microsoft Copilot Studio, monitors grade movement and blend consistency as conditions diverge and intervenes during extraction and feed strategy decisions, flagging processing threshold risk while recoverable value is still in play.

Impact: Mining operators following this approach see fewer late adjustments and fewer irreversible losses, with recovery improving because execution responds when it still matters, before value leaves the system.