Find wasted AI API spend before you reroute production traffic.
AIRoute analyzes model usage, cost, latency, retry patterns, and workload metadata to show where OpenAI, Anthropic, Gemini, and other AI API spend can move cheaper without exposing prompts by default.
Cost by workload
Findings
Overpowered model laneClassification workload can test cheaper routes.
Retry loop spikeTwo API keys generated duplicate spend.
Batch candidateNightly summaries can leave realtime pricing.
No-prompt audit
Start with invoices, usage exports, token counts, model names, API keys, timestamps, latency, and errors.
Savings map
Group spend by product, team, model, provider, and workload so cost leaks become visible.
Observe mode
Add an OpenAI-compatible gateway later to log metadata while leaving production responses unchanged.
Controlled routing
Only route approved low-risk workloads after benchmarks prove quality, latency, and fallback behavior.