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CASE STUDY / Consulting
Global Consumer Enterprise Data & AI Adoption
Consumer Goods, Retail & Enterprise OperationsServed as project manager and AI/data lead for enterprise AI strategy, use-case assessment, and implementation planning to accelerate data adoption and business innovation.
Delivery Details
This programme focused on converting enterprise data capabilities into deployable AI applications. Business interviews and use-case workshops built a demand portfolio, prioritized by value, data maturity, technical complexity, and governance risk, then shaped a phased roadmap, ownership model, and pilot recommendations for cross-functional adoption.
Industry Context
In a global consumer enterprise, data and AI opportunities span sales, marketing, supply chain, and management functions, each with different maturity, value goals, and risk tolerance. A consistent use-case assessment and governance model is needed to prevent resources from fragmenting across isolated proofs of concept.
Business Problem
The enterprise had diverse data and AI ideas but lacked consistent value assessment, prioritization, and an adoption roadmap.
What I Built
Built a use-case scoring framework combining business demand, data maturity, risk, and delivery effort.
Business Impact
Produced a cross-functional AI roadmap that focused resources on high-value, executable opportunities.
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