Solutions

Five problems we solve.

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.

01 · Routing

Right model, every request.

Each request goes to the cheapest model that can handle it — about half the cost at today's prices, quality held. The shadow audit measures your exact number.

~50% lower · quality held
02 · Drift detection

We notice degradation first.

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
03 · Governance

Audit, PII, region, HIPAA.

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
04 · Evaluation

Quality, kept and measured.

Scored against an 11,000-prompt benchmark judged by a different model family, plus continuous sampling of your live traffic.

96.5% preserved
05 · Model freshness

New models, vetted for you.

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 approve

See it on
your traffic.

A shadow audit replays your real prompts. Fixed scope. The deliverable is your projected monthly savings.

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