Auto-capture billable hours and expenses to simplify invoicing

Auto-capture billable hours and expenses to simplify invoicing targets a $12.0B = 10M professional services firms × $1.2K ACV total addressable market with high saturation and a year-over-year growth rate of 12% YoY — combined time-tracking and professional services automation market (industry analyst synthesis: SaaS workforce + PSA growth estimates).

Key trends driving demand: Trend — Remote and hybrid work increases invisible, hard-to-track work and creates demand for automated capture to prevent revenue leakage.; Trend — AI for activity classification and OCR has matured, creating an opportunity to auto-surface billable time and expenses with high accuracy.; Trend — SMBs prefer fast-configuring cloud SaaS that integrates with accounting/PSA systems to shorten billing cycles.; Trend — Increasing scrutiny on client billing and demand for transparent audit trails increases willingness to pay for verifiable time records..