AI drafts.
Reviewers own the truth.
Sovel finds the operational knowledge your team lost — the repeat failures, silent overrides, and shift-handover gaps your CMMS can't see. AI agents draft every finding; reviewers approve every write.
- MOC-1188P-204 seal-swap procedure deviationRefiningHIGH
- BCS-0712NERC CIP-010 R1 baseline drift, Unit 2PowerMED
- BATCH-445121 CFR §211.180(e) production-record gapPharmaHIGH
- OPS-2204Shift-handover unresolved, Day → NightRefiningMED
- OVR-0918Operator-overridden setpoint, FT-340MiningLOW
Agents are racing into industrial.
Most can't survive an audit.
Autonomous-write architectures — the dominant paradigm shipping today — are structurally non-compliant with PSM 1910.119, NERC CIP-010-4, and 21 CFR Part 11. The control loop closes on machine inference, not a named human decision.
Every regulated plant must, today, be able to point at the human who approved a change, the reason code they cited, and the evidence trail they reviewed. No agent that writes to truth on its own can produce that artifact under cross-examination.
The market is wedging itself toward a recall event the same way SaaS once wedged itself toward GDPR. Sovel is the architectural answer that exists before it.
Architectural posture
Your CMMS tells you what failed twice. Sovel tells you why the second person didn't know what the first one learned.
Sovel reads work-order narratives, shift logs, alarm streams, and bounded chat against your manuals and SOPs — and surfaces the operational knowledge that is missing, stale, or has silently drifted from documented procedure. Each finding lands in the reviewer inbox with evidence, confidence, and a named archetype.
- 01REPEAT_WORepeat failure with thin narrative
A work order on the same asset closes for the third time in eighteen months. The prior write-ups are accurate but insufficient — the next planner has no way to know what the first person learned.
- 02OPERATOR_OVERRIDEOperator-overridden setpoint
Operators have been silently compensating for drift on a control loop for weeks. The override is the knowledge — and it never made it into the SOP, the PM, or the shift log.
- 03SHIFT_HANDOVER_GAPShift-handover gap
An unresolved condition crosses a shift boundary without a captured decision. Forty percent of plant incidents originate here. The fix isn't a checklist — it's surfacing the gap before the next operator inherits it.
- 04PROCEDURE_DRIFTProcedure drift
Field practice has diverged from the SOP for so long that the deviation is the practice. Reviewer corrections accumulate as a vocabulary signal that the procedure itself needs to change.
This is what a knowledge-risk scan returns. Reviewers approve it before it becomes truth.
Sovel doesn't replace your stack
— it reads across it.
Sovel doesn't displace SCADA, your CMMS, or your document store. It pulls signal from all of them into one governed layer that the plant's reliability, compliance, risk, and diligence functions each read in their own evidentiary grammar — without a single duplicated artifact.
This is the agent your regulators will let you keep running.
See a reviewer close one knowledge-risk finding, end to end.
Every reviewer decision is calibration signal.
Every reviewer approval, edit, and rejection is captured as structured signal — seven canonical reason codes, conformal-calibrated confidence, and a per-reviewer memory that persists across shift, site, and quarter.
That signal feeds a state machine whose only "write" terminal is human_gate. Inference never writes to truth. Over weeks, months, and years, Sovel learns which reviewer trusts which evidence under which condition — and surfaces only what survives that calibration.
One source. Four lenses.
- 01Walk a queue of inferred closures already cited against SCADA, CMMS, and manuals.
- 02Approve, edit, or reject — each with a reason code that compounds your memory vector.
- 03Escalate cleanly; the next reviewer sees your trail, not a fresh prompt.
One artifact. Six audits. One source of truth.
The same closure record is rendered, in place, under six regulatory headers — no duplication, no parallel evidence chain. Auditors read what reviewers approved, exactly as it was approved.
Sovel is taking pre-pilot conversations now.
Upload a CMMS export. Receive a Pre-pilot Knowledge Risk Assessment within five working days — one named reviewer, one full-record scan, one auditable bundle.
- You upload a CMMS export — read-only, scoped to a single asset class.
- Sovel ingests, indexes, and graphs against PSM 1910.119, NERC CIP-010-4, and 21 CFR Part 11.
- A named Sovel reviewer walks one closure record end-to-end with you on a 45-minute call.
- You receive the Pre-pilot Knowledge Risk Assessment as a signed PDF and live evidence bundle within 5 working days.