TSE Prime / Manufacturing
DX advancement
Introduced generative AI into operations in a form that meets public-company compliance, from PoC design to production rollout and governance.
-40%
Routine work hours
24h
Initial assessment
Challenge
AI tools had sprawled across departments; leakage risk and audit response could not keep up.
Approach
Re-asked "what problem to solve", designed a narrowly scoped PoC, and rolled out to production on a no-key-handout foundation (Keyless) with approval flows and audit logs.
Result
Routine work hours cut by 40%. An audit-explainable AI usage structure is in place and rollout to other departments has begun.