$ open ./projects/supply-chain-agents

ENTERPRISE FMCG

Supply Chain AI Agents

Purpose-built agents for inventory allocation, demand sensing and distribution optimization in real time.

PythonLanggraphAI AgentsFastAPIMongoDB

CLIENT
FMCG Enterprise
ROLE
Lead Engineer
YEAR
2024—2025

// problem

Balancing service levels against working capital across warehouses, distributors and outlets is a constant, high-dimensional trade-off no dashboard can solve.

// approach

01Built agents for inventory allocation, demand sensing and distribution optimization.

02Coordinated decisions across warehouses, distributors and retail outlets.

03Tied every recommendation to real-time operational signals.

04Grounded the agents in the Intelligence Warehouse for unified context.

// impact

Real-time

allocation

Multi-echelon

coordination

FMCG

scale

✓Real-time allocation balancing service levels and working capital.
✓Coordinated multi-echelon decisions instead of siloed ones.
✓Field-ready recommendations, not just reports.

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