Track rising LLM API spend and cut costs with per-call attribution

Track rising LLM API spend and cut costs with per-call attribution targets a $18.0B = 6M software-using companies x $3K ACV total addressable market with medium saturation and a year-over-year growth rate of 35%.

Key trends driving demand: LLM adoption -- widespread integration increases unpredictable API spend and demand for cost observability; Tokenized billing -- per-token/per-call pricing makes costs granular and harder to forecast without tooling; DevOps observability -- teams expect traceability to the code/feature level for debugging and cost control; FinOps maturity -- enterprises are extending cloud cost-management practices to AI workloads.