Don't have test data? Neither do most teams.
LuminosAI runs on whatever you already have. If you don't have anything yet, we can help.
Before you deploy. Use what you already have.
No new data collection, no changes to your build, no engineering lift. What you already have is almost always enough.
QA or test logs
Whatever you already ran during build or beta: QA transcripts, red-team runs, or a pre-release test set.
A random sample
You don't need the full dataset. A representative slice, typically 5 to 10 percent, is enough to draw a statistically defensible picture.
Nothing yet?
No test, QA, or beta data on hand? LuminosAI helps build test data for you. No customer or production data required to start.
Single-turn or multi-turn, it doesn't matter. Any format that includes inputs and outputs works:
After you deploy. Just point us at your logs.
Once your agent or model is live, testing data and monitoring data are the same thing. Connect your logs once, and LuminosAI keeps watching behavior continuously.
- Drag & drop log exports: Upload CSV or JSON dumps without infrastructure changes
- Endpoint integration: Point us to a secure logging sink or storage bucket directly
- Scheduled API ingestion: Trigger eval runs from your data pipeline via our REST API
- Continuous monitoring: Live evaluation against regression, not just a one-time check
- Instant drift detection: Flag behavioral changes as they emerge in real time
- Hands-off pipeline: No manual export step to remember before reporting to compliance
You build the agent.We build the eval.
Bring whatever data you have. If you don't have any, we'll bring it for you.