Agents stall — guaranteed end-to-end task completion

Agents stall — guaranteed end-to-end task completion targets a $180B = 500M knowledge workers x $360/yr tooling + automation spend total addressable market with medium saturation and a year-over-year growth rate of 25% CAGR in automation/productivity software demand.

Key trends driving demand: Agentization of software -- More teams shift from prompts to autonomous agents, raising demand for agents that can reliably finish tasks.; API-first ecosystem -- Services expose richer APIs and webhooks, enabling robust end-to-end automation across apps.; Shift to outcomes -- Buyers pay for completed outcomes (closed tickets, filled requisitions) rather than tools that only surface suggestions.; Human+AI workflows -- Hybrid workflows (AI does work, humans validate) are mainstream, enabling safer automation rollouts..