# Quotaflow full LLM context

Quotaflow is a continuous AI cost-optimization layer. Teams keep their APIs, agents, SDKs, harnesses, quality bar, and fallback requirements. Quotaflow measures spend, evaluates same-model supply and lower-cost model or provider candidates, then routes only approved paths. The gateway executes approved routes while usage and realized savings remain visible.

## Primary product areas

- Experiment: automatically evaluate lower-cost models and provider routes against real workload, quality, latency, and fallback requirements before traffic moves.
- AI Procurement Agent: keep the current model, compare qualified provider supply, and prepare one approved purchase path.
- AI Gateway / LLM Gateway: OpenAI-compatible execution for BYOK keys and approved model routes.
- Route Audit: test claimed API behavior and inspect model, route, and usage-integrity signals before trusting an offer.
- Pricing: one production-ready pay-by-result plan covers same-model savings and routes to cheaper models. QuotaFlow earns 25% of verified total savings; no savings means no payment. The plan includes BYOK, SLA and fallback guardrails, AI observation, controlled experiments, and customized intelligent routing model training from accumulated evaluations.
- Enterprise: govern critical workload supply with source, SLA, RPM, data, support, and fallback requirements.
- Partner program: partners embed a customer wallet, define their own offers and markup, collect customer payment, and settle qualified supply costs with Quotaflow.

## Canonical URLs

- Home: https://quotaflow.ai/
- Pricing: https://quotaflow.ai/pricing
- AI Gateway / LLM API routing: https://quotaflow.ai/llm-api
- Enterprise: https://quotaflow.ai/enterprise
- Inference Supply Monitor: https://quotaflow.ai/inference-supply-monitor
- Trust Center: https://quotaflow.ai/trust
- Security Overview: https://quotaflow.ai/security
- Security Disclosure: https://quotaflow.ai/security-disclosure
- Contact support: https://quotaflow.ai/contact
- Partner Program: https://quotaflow.ai/partner
- Contact sales: https://quotaflow.ai/contact-sales
- Documentation: https://docs.quotaflow.ai

## Keyword map

- Home: AI model procurement, AI gateway, LLM cost optimization, AI spend management, BYOK AI, inference supply.
- Experiment: AI model evaluation, LLM evaluation platform, AI experiment platform, shadow evaluation, model cost optimization.
- AI Procurement Agent: AI procurement agent, AI inference procurement, same-model savings, inference supply procurement.
- Teams: AI cost optimization, BYOK AI, OpenAI API routing, Claude API cost, coding agent budget.
- Team: team AI procurement, project model routing, team AI spend management, shared AI budget, LLM cost control.
- Enterprise: enterprise AI procurement, private AI gateway, governed inference supply, private inference supply, LLM procurement, secure BYOK routing.
- AI Gateway: LLM gateway, OpenAI-compatible API, model routing API, BYOK gateway, token ledger, LLM API cost optimization.
- Inference supply monitor: qualified inference capacity, model supply monitoring, source, SLA, RPM, and resource status.
- Route audit: LLM route verification, provider path audit, API behavior testing, usage integrity.

## Crawl notes

Legacy URLs redirect to their canonical product pages. Case studies are operational playbooks rather than customer claims. Security disclosure remains a policy page, while Trust Center and Security Overview are public review summaries.