Engineer Avery MacPhee led a team at Stantec deploying an a…
Engineer Avery MacPhee led a team at Stantec deploying an automated drilling system under limited training. Avery analyzed error logs from 137 failed drill cycles and uncovered a critical pressure threshold flaw in the hydraulic actuator. The delay for design modification cost three weeks, but the system subsequently achieved a 30% reduction in unplanned downtime. What approach should the engineering team prioritize to ensure system integrations achieve technical soundness and operational sustainability?