Market Opportunity
Human-in-the-loop AI: prepare work for approval, not autonomous execution targets a $36.0B = 600,000 mid-market & enterprise companies x $60K ACV total addressable market with medium saturation and a year-over-year growth rate of 18% annual growth driven by automation + AI adoption.
Key trends driving demand: LLM quality improvements -- models can now generate near-production drafts and explanations that reduce reviewer time.; Regulatory focus on human oversight -- EU AI Act and industry regulators push enterprises to keep humans in control, increasing demand for documented human-in-loop workflows.; Enterprise automation push -- companies prioritize scaling operations without adding headcount, favoring approval-streamlined automation.; Low-code integration growth -- connectors to ERPs, CRMs and identity providers make deployment across many teams faster..
Key competitors include ServiceNow, Microsoft Power Automate, UiPath, Zapier, Manual processes (email, spreadsheets, Slack).