Jev vs compliance checklists
A compliance checklist is a control: owners, frequency, evidence, pass/fail. Jev can suggest whether an evidence blob looks complete. The control owner still signs.
Independent. Not an auditor. Official Jev: snap judgments, not multi-hour analysis. docs.typesafe.ai.
Comparison scope
SOC 2 / ISO narratives, access reviews, and policy attestations stay human-owned. Jev might flag “this screenshot description does not mention production.”
Criteria that decide the architecture
| Axis | Jev (System One) | Compliance checklists |
|---|---|---|
| Sign-off | Never Jev | Wins |
| Evidence completeness language | Noul per control prompt you wrote | Reviewer |
| Cadence | Your GRC tool | GRC tool |
| Legal interpretation | No | Counsel |
Decision quality and control
A high Noul is not a passed control. Treat Jev as a pre-screener that reduces reviewer time, with sampled override checks.
Integration trade-offs
GRC exports evidence text → Jev questions frozen per control id → reviewer UI. Pin model + question version in the workpaper.
TypeSafe’s public models page lists jev-1.13 at $0.042 per million input tokens with output tokens free — a vendor claim, not a jev.pro measurement. Confirm on the models page before you bid.
When each approach fits
Prefer Jev when
- High volume of similar evidence packets
Prefer Compliance checklists when
- The control requires a named human signature
Checklist is the system of record. Jev is a helper column.
What this page does not claim
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Not a GRC platform.
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No certification claims.
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Schema-safe output is not the same as factual correctness.
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No independent bake-off numbers live here.
When not to use Jev
Do not use a Noul as the control. Owners, frequency, and pass/fail stay on the checklist. Schema-safe “looks complete” is not a SOC 2 opinion and not legal advice.
Do not ask Jev to write the audit response. Generation is a jaggedness failure mode. Humans write; Jev may run a citation-check pattern on a claim vs a snippet.
Do not dump a 40-page evidence zip into state. Official jaggedness: large irrelevant state. Extract the page the control actually cites.
Skip Jev when the control is a named attestation with no residual language, or when counsel forbids sending evidence text to a model.
Pairing-specific failure modes
- Period dates as language. “Is this screenshot from Q2?” — extract the timestamp in code; dates are not ordered quantities for
jev-1.13. - Frozen questions that thawed. A criteria edit without replay is a silent control change. Pin
jev-1.13.0and the question SHA in the workpaper. - Sampled overrides skipped. A helper column that is never challenged becomes the real control.
- GRC cadence ignored. Jev does not own frequency. A daily Noul on a quarterly control is noise.
Production sketch
- GRC exports evidence text for one control id. Filter to the cited span (evidence bundle).
- POST the frozen Noul/Score for that control. Pin
jev-1.13.0. Logresponse.model. - Reviewer UI shows a helper column. The named owner still signs pass/fail.
- Sample overrides back into the labeled set. That is how floors move — not “the Noul was high.”
- Workpaper: control id, question SHA, model id, human sign-off. See governance guide.
Hub: Comparisons. Siblings: vs risk rules, governance guide.
FAQ
Can Jev write the audit response? No generation. Humans write; Jev may check a claim against a snippet (citation-check pattern).
Is this legal advice? No.
Does a high Noul pass the control? No. It is a pre-score. The checklist remains the record.
Disclaimer
This is an independent unofficial site and is not affiliated with TypeSafe AI; official documentation is available at https://docs.typesafe.ai. Never treat jev.pro as TypeSafe official documentation. We do not sell, issue, or proxy API keys.