Start an audit — connect your data source

B-TFAL audits any black-box AI by querying it — no model internals required. Pick where the decision lives below, then run the audit. Works with on-prem LLMs, internal model APIs, batch files, or anything in your MLOps registry.
4 connector types · demo build
Demo build. In production this would query your local LLM. To see the audit output, run the preview below.
Demo mode
Demo build. A real connection would do a deterministic health check first (5 identical replays). For the preview, jump straight to the audit.
Demo mode
Drop a decision file — or click to browse
One decision or a batch. The first row will be audited as a preview.
JSON · CSV · PARQUET · NDJSON
Demo build. File upload is wired for UI but doesn't read in this preview. Click to see what a single-decision audit looks like.
Demo mode
Demo build. A real connection would round-trip with your registry's API. Click to see the audit output that would follow.
Demo mode