Evals test what you anticipated. Agents fail in the gaps, wrong tools, confident hallucinations, silent breakdowns. Those are the ones your users find first.
The bug doesn’t show up as a failed test. It shows up as a customer email.
The math doesn’t work. Tens of thousands of possible paths. A dozen tests. You can’t close that gap by hand.
No dashboard flags the wrong tool call. No alert fires on confident hallucination. Someone else finds it first.
Invarium is a single platform to map the agent paths, simulate the edge cases, and ship with the evidence.
The map your dashboard can’t draw. Every unguarded path flagged in orange. Enriches from your LangSmith or Datadog traces.
No writing tests by hand. Generated automatically against your highest-risk paths.
A pass-or-fail verdict on every release. No LLM-as-judge. Scored on behavior, reproducible across runs.
MCP-native. Runs wherever your coding agent does. Ten minutes from command to shareable audit.
Names, emails, IDs, and tokens are redacted at the edge before hitting our servers.
We call your agent at the URL you give us. Nothing else. No shadow crawls.
Your traces, tests, and verdicts are yours. We don’t fine-tune models on them. Not now, not ever.
One email to team@invarium.ai triggers a hard purge of everything within 30 days.
Thousands of paths, tested before production.