Supply Chain & CPG Software and AI Development
Supply chain and CPG software development for demand planning and exception workflows. Design data integration, forecasting evaluation and human decision controls.
Where engineering becomes the constraint
A forecast creates value only when planners can understand it, challenge it and act on it inside the systems they already use. That requires dependable data, explicit decision rules, measured model quality and a workflow for human judgment.
Operating problems
- Source data uses different product, location and time definitions.
- Forecast quality varies by segment and changes as demand shifts.
- Planners need explanations, overrides and a record of decisions.
- Model output must reach ERP, planning and operational systems safely.