A decision operating system for an AI-native CPG transformation
How a CPG manufacturer moved from siloed AI initiatives to a decision operating system that converts data into P&L across supply chain, trade promo and innovation.
Challenges
Strong data but L2-L3 maturity while peers ran weekly decision-driven cadences; AI sat in silos, layered onto unchanged workflows — the gap was process and ownership, not algorithms.