Build an AI agent that validates constraints, availability, and next steps

 

When production teams manage critical deliveries on tight schedules, the work is more complex than simply fulfilling orders. In many organizations, teams spend their mornings moving between systems, interpreting operational rules, and verifying whether supply is truly usable and eligible for specific programs. Even small misunderstandings, like how inventory is recorded versus how it’s available, can create delays or compliance risks right when dispatch windows are closing.

In this webinar, we will walk through a real production order processing scenario for a non-profit meal delivery program and show how to build an AI agent that supports the full workflow: understanding the production plan, validating key constraints, identifying real shortages vs. “false alarms,” and escalating only when human decisions are required. The agent is designed to help teams move faster with confidence and with clear, auditable reasoning behind each recommendation.

Top takeaways:

  • Build an AI agent that converts production plans into executable actions with clear, auditable reasoning at each step.
  • Reduce “false alarms” by teaching the agent the difference between what systems show and what is truly available.
  • Automate constraint checks responsibly (program rules, eligibility rules, and non-negotiable requirements) without bypassing policy.
  • Escalate only what matters using authority-aware decision paths so humans focus on the truly high-impact calls.
  • Create a reliable dispatch-ready workflow that separates firm commitments from items dependent on incoming updates.

Come see the live build to watch the agent make decisions from the production plan in real time so you can understand exactly how it stays accurate, auditable, and dispatch-ready.

Tools we’ll use include:

  • AI Skills
  • Goal-based Agents
  • Automation Cloud Service

Max Cassidy

Senior Developer Evangelist

Automation Anywhere

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