procurement · workflow
Coupa Demand Modeler: AI-powered demand predictions for autonomous spend management
Organizations lack confidence in their long-term business outlook and need better tools to make optimal decisions for direct spend, capital expenditure, and working capital.
How it works
Common implementation structure
How this type of workflow is generally built, generalized across documented cases — not tied to any one vendor's stack. Click any stage to read what happens there. Specific products that implement these stages appear in “Tools commonly seen” below.
Stage 1 · Domain-specific data input
Real intelligence uses domain-specific data as the foundation for demand modeling.
Tools used
Cassie
Outcome
AI trained on real business spend data delivers conclusions users can trust, with context, accuracy, and built-in policy compliance.
Grounding & classification
Source type: generic use case
8 fields verified against source quotes.
forecastingpredictive analyticstools describedworkflow describedgeneric use casefinance opsprocurementsupply chain