Detect and recover unseen revenue leakage (11-17%)

Detect and recover unseen revenue leakage (11-17%) targets a $6.0B = 5,000,000 businesses × $1,200 ACV total addressable market with medium saturation and a year-over-year growth rate of 12% YoY — subscription economy and revenue operations tooling growth (industry estimates for revenue ops and subscription tooling).

Key trends driving demand: Subscription economy growth — more businesses run recurring revenue models, increasing demand for tools that protect ARR.; API-first payment ecosystems — richer webhook/event streams from Stripe, Shopify and payment gateways make cross-system visibility practical and real-time.; Data-driven RevOps — CFOs and RevOps teams are prioritizing unit-economics improvements, making tools with measurable ROI more buyable.; AI for anomaly detection — modern models can detect complex, non-obvious leakage patterns across large event sets faster than manual audits..