AI Agents for Airline Disruptions Managed with Step Functions and Bedrock AgentCore

Airline operations teams face complex flight cancellations with multiple variables, making manual queues overwhelming. AI agents can reason across seat availability, fare rules, loyalty entitlements, and connection timing, but may optimize for passenger preference without considering all constraints. To mitigate this, Amazon Bedrock AgentCore agents can be orchestrated with AWS Step Functions to add guardrails of deterministic validation, enabling fan-out across thousands of passengers and a callback pattern for human review at zero compute cost. The durable execution history serves as an audit trail. This pattern can be applied to any automated decisions with financial or regulatory implications.