Automatic client time capture by AI to replace manual timesheets

Automatic client time capture by AI to replace manual timesheets targets a $9.0B = 3M professional services businesses × $3K ACV total addressable market with medium saturation and a year-over-year growth rate of 12% YoY (industry estimates for time-tracking and workforce productivity SaaS growth; sources include SaaS market reports and vendor growth disclosures).

Key trends driving demand: Trend — Remote and hybrid work increased demand for passive time capture so teams can measure utilization without interrupting employees.; Trend — Improved foundation models and cheaper inference costs make near-real-time multi-app activity classification affordable for SMB SaaS.; Trend — Firms are shifting from headcount-based billing to utilization and outcomes, increasing willingness to pay for accurate billable capture.; Trend — Privacy and compliance expectations are rising, favoring vendors who offer configurable privacy and on-device preprocessing..