Human-reviewed AI agent orchestration to build safe automation workflows

Human-reviewed AI agent orchestration to build safe automation workflows targets a $20.0B = 500K companies × $40K ACV (enterprise + mid-market automation & agent orchestration spend) total addressable market with medium saturation and a year-over-year growth rate of 30% YoY growth — based on industry reports for AI-driven automation and orchestration demand (Gartner/McKinsey 2023-2024 estimates).

Key trends driving demand: LLM + agent maturity — falling latency and richer APIs make autonomous multi-step workflows practical, creating demand for orchestration and HITL safety.; Compliance and auditability expectations — regulators and corporate risk teams require traceability, which drives demand for built-in audit logs and approval workflows.; Open-source adoption in AI infra — developer-led OSS projects are driving rapid prototyping and viral distribution for platforms that provide developer-friendly SDKs.; Shift to programmable automation — companies prefer developer-first, API-centric automation over no-code tools for complex, mission-critical workflows..