Prove the cheaper model before you switch — on your traffic, against a randomized holdout, with the rollback on record.
For model and route switches through the Metrx SDK: the candidate runs against a randomized holdout on your traffic, and nothing switches without the authority you set. Demo-proven end to end on Northwind, our labeled synthetic org. No customer result yet.
You picked a model at launch and never looked again.
Metrx re-checks the pick as prices and models change, and tells you when a cheaper one holds.
Changing prod config is a leap of faith with no rollback.
Every change is designed to run against a holdout with breakers armed. A bad one reverts on its own.
Benchmarks tell you what a model can do, not what it does for you.
The only trial that counts runs on your traffic, your prompts, your users.
Two loops, always running.
Find, prove, and apply better configurations.
Generate candidate configurations — model, prompt, parameters, routing — and prove model and route switches with pre-registered randomized trials on your traffic. Promotion only follows causal evidence.
Guard every configuration that's already live.
Watch every live configuration for drift, re-check incumbents when a provider ships a model release, and roll back when a breaker trips. The last proven config is restored automatically.
Every promotion carries a re-runnable evidence record — inputs, splits, readouts. See one end to end in a read-only demo workspace.
Explore the demo workspace →Connect one source. See what each agent cost and what it produced.
Connect a workload, approve an acceptance contract, and let the loops run.
Figures shown in the demo workspace are synthetic. Every number carries its provenance.