Classify urgency locally and dispatch tasks to available staff

Classify urgency locally and dispatch tasks to available staff targets a $6.0B = 1,000,000 organizations × $6K ACV (global workflow automation + privacy-first add-on) total addressable market with medium saturation and a year-over-year growth rate of 12% YoY growth estimate for workflow automation and enterprise AI adoption (industry estimates for automation/AI tooling).

Key trends driving demand: On-device AI — model optimizations and runtimes now enable meaningful inference on consumer GPUs, creating opportunity for local-first products.; Privacy-first demand — enterprises and SMBs are prioritizing tools that keep sensitive data in-house, increasing willingness to pay for offline solutions.; Distributed work and hybrid teams — teams need automated triage that routes work across people and time zones, creating addressable demand for dispatching logic.; Open-source model improvements — new open weights and runtimes lower cost and time to ship local inference features..