supply chain, operations, automation, and regional delivery teams to embed commissioning requirements earlier in the project lifecycle. Develop strategies to move appropriate testing and validation activities upstream into factory, prefabrication, modular assembly, supplier, off-site, or near-site environments. Establish requirements for factory acceptance testing, supplier readiness, equipment validation, integrated … digital, and where possible automated workflows. Partner with controls, automation, digital infrastructure, engineering, and operations teams to support automated testing, telemetry integration, data-driven validation, evidence management, and readiness reporting. Define commissioning data structures, reporting requirements, and analytics frameworks that support lessons learned, performance benchmarking, supplier quality insight, and long ...