SAP AI in Supply Chain: Production Planning and Demand Signal Agents

Supply chain master data — spread across plants, inconsistent unit-of-measure conversions — is some of the messiest in a typical SAP landscape.

Two most developed use cases, both inside Integrated Business Planning:

• Production Planning Agent — adjusts production schedules against real-time demand and capacity signals, replacing manual forecast reruns.
• Demand-signal automation — pulls from more sources than a typical S&OP cycle.

Supply chain is the hardest test of multi-agent orchestration: a single order can touch planning, production, and logistics agents in sequence before reaching a warehouse. This hub separates what's running in production IBP tenants from what's still roadmap, and what data foundation a team needs before piloting either agent.