Teams running LLMs in production hit the same five walls. Amperes is the layer that handles all five at once — same drop-in proxy, same audit log.
Each request goes to the cheapest model that can handle it, with the hard calls escalated to the strong model — about half the cost at today's prices. The shadow audit measures your exact number.
~50% lower · escalates when it matters
We watch each model's live speed, error rate, and quality against its baseline — and shift traffic to a healthy model before users complain.
auto-reroute + alert
PII redacted or blocked in-line, region and HIPAA enforced, and every decision written to a tamper-proof audit log you can export.
handled at the proxy
Scored against an 11,000-prompt benchmark judged by a different model family, plus continuous sampling of your live traffic.
~90% preserved (10-judge median)
New models ship every couple of months. We check every provider weekly, benchmark each one against your current pick on quality, cost, and speed, and show you the results — you approve with one click, and we never switch silently.
weekly scan · one-click approveA shadow audit replays your real prompts. Fixed scope. The deliverable is your projected monthly savings.
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