Quotaflow

Quotaflow

Lower AI/LLM costs automatically without changing your APIs or SDKs.

Freemium - Initial pilot uses a pay-from-savings model (QuotaFlow earns from verified savings). Post-pilot pricing available on request.

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About Quotaflow

QuotaFlow continuously validates alternative models and providers on your real product traffic, routing only requests that pass accuracy and quality checks. Integrates without changing APIs, agents, SDKs, or harnesses. Run an initial pilot where QuotaFlow verifies savings and earns from proven cost reductions—enabling safe, measurable AI cost optimization across vendors and models.

Key Features

  • Validate model and provider candidates on your real traffic before switching
  • Route only requests that meet accuracy/quality checks to alternatives
  • Integrates with existing APIs, agents, SDKs, and harnesses with no code changes
  • Continuous, vendor-agnostic cost optimization across models and providers
  • Pilot program that verifies savings and ties QuotaFlow earnings to proven cost reductions

Who is this for?

Engineering and ML/DevOps teams running LLMs and AI services who want to reduce model/provider costs without changing existing integrations.

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Pricing

Freemium

Initial pilot uses a pay-from-savings model (QuotaFlow earns from verified savings). Post-pilot pricing available on request.

Platforms

webapi

Tags

#cost-optimization#LLM-routing#model-evaluation#MLOps#vendor-agnostic#A/B-testing#pay-from-savings