Find out in minutes whether your AI traces are audit-ready.
Helix ingests your existing trace exports, builds a cryptographic archive bundle, replays it to verify integrity, and returns a plain verdict on whether your workload fits — all locally, no account required.
Built for teams preparing for EU AI Act Article 12 logging requirements and anyone who needs verifiable, tamper-evident trace archives.
- Can Helix ingest your trace format cleanly?
- Does the archive replay bit-for-bit?
- Does your workload compress better than
source + gzip?
Enterprise audit, compliance, and drift modules are not included in this package.
pip install -e .
helix-trial ./my-traces.jsonlWindows:
py -3.12 run_helix_trial.py .\my-traces.jsonlOutput lands in ./helix_trial_output/ by default.
helix-trial ./examples/langfuse_test.jsonlAlternate path (same data):
helix-trial ./data/partner_test_corpus/langfuse_test.jsonl| Format | File type |
|---|---|
| Langfuse | .jsonl |
| OTLP / OpenTelemetry | .json |
| OpenInference | .jsonl |
| Flat span exports | .jsonl |
Pass a single file, a directory of files, or a .zip archive.
| File | What it is |
|---|---|
trial_box/latest_summary.html |
Visual report — open this first |
trial_box/latest_summary.json |
Machine-readable summary |
trial_box/latest_metrics.json |
Detailed workload metrics |
trial_box/latest_trace_pack_manifest.json |
Archive bundle manifest |
All output is written to ./helix_trial_output/ (override with --output-dir).
| Verdict | Meaning |
|---|---|
pilot_now |
Traces ingested cleanly, archive replayed correctly, compression is favourable. Ready for a real pilot. |
narrow_pilot |
Helix works with your data, but format gaps or workload characteristics are worth reviewing before a full rollout. |
not_fit_yet |
Something in your trace structure or volume profile does not match what Helix expects. The report explains why. |
docker build -t helix-trial-community .
docker run --rm -v "$(pwd)/traces:/data" helix-trial-community /data/my-traces.jsonlDocker writes machine-readable outputs next to your mounted export:
my-traces.epl_trial_summary.jsonmy-traces.epl_trial_summary.mdmy-traces.epl_trial_metrics.jsonmy-traces.epl_trial_manifest.json
Or use the convenience script:
./docker-trial.sh ./traces/my-traces.jsonlThis trial does not include enterprise audit verdicts, compliance metadata, drift detection, or internal dashboards. Those are part of Helix.
Apache-2.0 — see LICENSE.
- Product: traceintegrity.org/helix
- Community: traceintegrity.org
- Enterprise enquiries: office@traceintegrity.org