Key Responsibilities (Written as measurable delivery)

1) Discovery & Value Definition

• Facilitate workshops with Operations, Planning, Logistics, Finance, and IT to map processes and identify automation opportunities.
• Convert ambiguous pain points into concrete artifacts:
• problem statements, SIPOC, requirements, risk assumptions
• data readiness assessment
• measurable success metrics (baseline vs target)

2) Roadmap + Business Case Ownership

• Build and maintain a 1–3 year roadmap of AI initiatives with sequencing, dependencies, and resourcing needs.
• Create business cases using financial justification (ROI, payback, sensitivity ranges) and operational baselines.

3) Build & Deploy AI Solutions (Hands-On)

• Develop production-grade AI solutions and agents using modern AI technologies, including LLM APIs where appropriate.
• Implement eva...