AI API cost control via smart routing and dynamic model selection

AI API cost control via smart routing and dynamic model selection targets a $12.0B = 1,000,000 companies x $12,000 ACV. Rationale: within 3-5 years an estimated 1M companies will run production AI API workloads and pay for integrated cost management and routing at roughly $1k/mo for mid-market and enterprise feature sets. total addressable market with medium saturation and a year-over-year growth rate of 40%+ annual growth in AI API adoption among software teams, driving corresponding demand for cost control.

Key trends driving demand: Multi-vendor model ecosystem -- more providers and model variants create routing decision complexity and arbitrage opportunities.; Per-call and per-token pricing -- makes small routing decisions accumulate into material monthly spend differences.; Dev tooling for model orchestration -- open-source libs and proxies have made integration easier, lowering time-to-value for routing layers..