Rouva runs a multi-stage pipeline on every request — automatically, with no configuration required.
Prompt pruning
Requests are cleaned up before they leave your app. Less noise means fewer tokens, and fewer tokens means a lower bill — every time.
Task classification
Rouva understands what your prompt is trying to do — in milliseconds. No labels, no tagging, no config. It just knows.
Intelligent routing
The right model for the job, chosen automatically. Simple tasks don't pay premium prices. You get the best result at the lowest cost.
Prompt caching
Repeated context doesn't get charged twice. Savings compound quietly in the background — no setup, no maintenance.
Confidence scoring
Every response is verified, not just routed. You get cheaper — and you get proof it's still good.
Savings tracking
See exactly what Rouva saved you — per request, per provider, per month. No guessing, no spreadsheets.
