•    Assess AI’s reshaping of supply-chain roles to tailor upskilling programs that preserve talent pipelines and boost team productivity
•    Forging industry academia partnerships to develop bespoke curricula, reducing time-to-competency and accelerating workforce readiness 
•    Implementing hands-on virtual training labs to immerse teams in real-world scenarios, boosting skill validation rates and reducing training costs