Centralized usage-based billing, revenue splits and dashboards for AI apps

Centralized usage-based billing, revenue splits and dashboards for AI apps targets a $4.0B = 1,000,000 developer-first software companies × $4K ACV (annual billing/ops tooling spend) total addressable market with medium saturation and a year-over-year growth rate of 15% YoY growth in API economy and cloud billing demand (driven by growth in pay-as-you-go AI usage; source: industry reports on API monetization and cloud services growth).

Key trends driving demand: Metered AI pricing — LLM providers moved to token/usage pricing, creating demand for per-call metering and cost visibility.; Marketplace growth — AI plugins and marketplaces require reliable revenue-split and payout automation that existing billing tools don't target.; Developer-first platforms — faster adoption of API-first products means teams prefer SDKs and webhooks over UI-heavy billing portals.; FinOps for AI — teams are increasingly treating model usage as a financial metric, creating demand for dashboards tying usage to dollars..