AI Enablement & Implementation
AI is a competitive weapon here — not a tech project. Six Phase 1 use cases across the integrated chain: predictive maintenance, production optimization, refinery analytics, safety monitoring, emissions tracking, and retail customer analytics.
The roadmap is three stages. Pilot — months zero to six: stand up governance, launch 3–4 high-value pilots. Prove — months six to twelve: validate ROI, integrate into operating routines with human-in-the-loop controls. Scale — months twelve to twenty-four: roll out enterprise-wide with role-based training embedded in KPIs.
Governance is owned by a Chief Data lead with business owners. Pilots are proven before we scale — that's how you avoid deploying AI without guardrails in safety-critical operations.