Stop SaaS revenue leakage — 60s AI audit for subscription billing

Stop SaaS revenue leakage — 60s AI audit for subscription billing targets a $4.8B = 1,000,000 subscription businesses x $4.8K ACV (global addressable businesses willing to pay for automated billing audits/analytics) total addressable market with medium saturation and a year-over-year growth rate of 15-25% growth as subscription economy & billing complexity rises.

Key trends driving demand: Subscription economy growth -- more businesses run recurring revenue models, increasing billing complexity and leakage surface area; Real-time billing events -- wider adoption of webhooks and event streams enables instant anomaly detection; AI-driven observability -- lightweight ML models can surface actionable financial anomalies without extensive training data; Payment retries & dunning complexity -- evolving retry/dunning logic creates predictable, automatable leakage patterns.