Autonomous Supply Chain and Forecasting Agents

Supply chain agents adjust forecasts, trigger replenishment, and reprice promotions, often under shared credentials and without sign-off. A manipulated or drifting agent can overorder inventory or misprice promotions across many retailers before anyone notices. PointGuard AI gives each agent its own identity and validates every action against policy before execution.

Autonomous supply chain decisions carry large financial impact.

• Agents use shared service accounts and long-lived keys.
• Forecast and order changes commit without review.
• Errors cascade across retailers and distribution centers.
• Teams cannot attribute a change to a specific agent.

Agent Identity & Access Security and Agent Mission Control secure agent identity and validate actions.

1. Register every agent. Assign each supply chain agent a DID-based identity backed by Ed25519 keys, with an owner and mission.

2. Scope access. Issue short-lived, scoped tokens for planning, ordering, and pricing systems.

3. Validate before execution. Check each change against policy, thresholds, and trust score at sub-millisecond latency, and hold large changes for approval.

4. Contain and attribute. Use circuit breakers for runaway changes and tie every action to its agent.

• OWASP Top 10 for LLMs: LLM06 Excessive Agency and LLM10 Unbounded Consumption, covering agents acting without limits and runaway automated activity.
• OWASP Top 10 for Agentic Applications: ASI03 Identity and Privilege Abuse and ASI08 Cascading Failures, addressing shared-credential abuse and errors that spread across the supply chain.
• NIST AI RMF: MAP defines operating limits; MEASURE monitors behavior; MANAGE enables intervention; GOVERN assigns ownership.