nOps
CategoryCloud & AI FinOps platform
PricingPercentage-of-savings / platform fee
Verdict
Cloud-FinOps platform that extended into AI spend (Bedrock, Azure OpenAI, GPU fleets). The fit when your AI bill is one slice of a larger AWS/Azure bill and finance wants one pane of glass.
Strengths
- Unifies AI spend with the rest of cloud cost management
- Strong on committed-use planning and GPU utilization
Limitations
- Heavier than what an API-only startup needs — gateway analytics may be enough
- Token-level, per-feature attribution still needs tagging discipline on your side