# LayerLens

> LayerLens is the Agent Readiness Platform. Teams test an AI agent on the work they plan to hand it, in simulated versions of the systems it uses, before launch, once it is live and every time it changes. Your business is your benchmark.

## Product
- Environments: simulated versions of services such as Salesforce, Stripe, Linear, SEC EDGAR and Gmail, each with its own records and tools, so an agent can do the job without touching live systems. Tasks can carry an expected result for a grader to check.
- Evaluations: answer-key graders check a specific value, ID or count; AI judges apply a written rubric; scorers rate quality across criteria. Each saved attempt keeps the response, the grading and its explanation, and the available tool evidence.
- Synthetic Data: generates evaluation examples from existing traces, a built-in industry scenario or a saved definition, with a sample preview checked for correctness, coverage, plausibility and safety before a batch is generated.
- Policy Coverage: proposes evaluation criteria from a policy, regulation or internal procedure, each linked to its source clause; a person approves which criteria are created.
- Judge Automation Rules: evaluate new traces as they arrive, selected by agent, framework, status or tag, with a sample rate and daily cap. Traces can be imported from Langfuse or uploaded directly.
- Compare Runs: places two completed runs of the same benchmark side by side and marks cases as improved, regressed or unchanged.

## Key pages
- [Home](https://layerlens.ai/): the Agent Readiness Platform
- [Launch post: Your business is your benchmark](https://layerlens.ai/blog/agent-readiness-platform)
- [Environments and what's new](https://layerlens.ai/docs/environments)
- [Platform guide](https://layerlens.ai/docs)
- [Blog](https://layerlens.ai/blog)
- [Trace Evidence newsletter](https://layerlens.ai/newsletter): a weekly email on how AI agents get tested, what the newest evaluations found, and what to check before you launch
- [Documentation](https://docs.layerlens.ai/)
- [Sign in](https://app.layerlens.ai/sign-in)

## Contact
- Demo requests: sales@layerlens.ai