AI Orchestration

Govern AI agents in production — with the reliability, visibility, and human oversight that enterprise operations demand.

The Missing Layer for AI in Production

AI agents are powerful — but deploying them in production requires more than a model and a prompt. Real enterprise AI workflows need reliable orchestration: state management, human escalation paths, audit trails, retry logic, and cross-system coordination.

Camunda provides the process orchestration layer that makes AI agents production-ready. Model AI tasks alongside human tasks and automated services in BPMN — with built-in governance, observability, and control.

Agentic Orchestration Capabilities

  • AI Agent as a Task

    Model LLM and AI agent invocations as BPMN service tasks. Camunda manages state, timeouts, and failures.

  • Human-in-the-Loop

    Automatically escalate AI decisions to human review when confidence is low or stakes are high — using standard BPMN boundary events.

  • Multi-Agent Coordination

    Orchestrate multiple specialized AI agents within a single end-to-end workflow — with guaranteed sequencing and error handling.

  • Auditability & Compliance

    Every AI decision is logged in the process history. Meet compliance requirements with a complete, tamper-evident audit trail.

  • Tool Use Orchestration

    Manage complex agentic tool-use flows — search, code execution, external API calls — with reliable state preservation.

  • Fallback & Recovery

    Define automatic fallback paths when AI components fail or return unexpected results — no silent failures in production.

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