For enterprise

Every AI change proven before it ships. Every model release regression-checked.

Metrx is built to run the trial, state the result on your traffic, and record how it was produced. You set the authority for each change class; nothing promotes outside your contract.

What changes
Today

AI configuration changes ship on judgment, not evidence.

With Metrx

Each change is a pre-registered randomized trial with a reproducible record.

Today

A provider model update lands with no regression gate.

With Metrx

The Assure loop re-verifies incumbents on release and rolls back on contract violation.

Today

Spend and behavior spread across teams with no shared account of them.

With Metrx

One evidence ledger for every workload — wins, losses, and rollbacks, with provenance.

The engine

Two loops, always running.

Optimize loop

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.

Assure loop

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.

Governance

Authority you define, per change class

Runtime routing, prompt and cache config, workflow thresholds — each change class carries its own permission. A reversible model rollback and a prompt rewrite are never treated as the same kind of change. You set the matrix; only model and route switches can promote at all today — every other class stops at a proposal for your review.

An account of every workload

Agent-level spend attribution, the acceptance contract in force, and the evidence behind the current config — in one place, on your paper, ready for review.

Safe by construction, not by promise

A breaker reverts on technical failure on its monitoring cycle. A slow governor holds semantic regressions to a pre-registered exposure budget. Every affected task stays traceable.

Synthetic

Each promotion seals a reproducible evidence record — inputs, splits, readouts — that you or your auditors can re-run. Nothing rides on trust in a pitch.

Explore a live workspace

Put every workload on its best proven configuration.

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.