Request-level receipts for AI token billing and cost control

Request-level receipts for AI token billing and cost control targets a $6.0B = 2,000,000 developer teams x $3,000 ACV. Rationale: global developer teams building AI features who require observability, billing reconciliation and chargeback exports, paying $250/mo on average for cross-provider receipts and analytics. total addressable market with medium saturation and a year-over-year growth rate of 20-35% annual growth as AI feature adoption expands and FinOps practices extend to model spend.

Key trends driving demand: Tokenized pricing complexity -- proliferation of cheaper token-based models increases price variability per request and creates demand for granular billing.; Multi-model deployments -- teams route requests across providers for cost or latency advantages, driving need for unified receipts and attribution.; Developer-first observability -- growing adoption of prompt and request logging tools creates a natural integration point for billing receipts.; FinOps and cloud cost scrutiny -- finance teams extend cost governance to model spend, increasing willingness to pay for chargeback and audit tools..