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How it works

Signal. Question. Record. Proof.

Sovel runs one loop everywhere. It finds the operational decisions that lost their reasoning, asks the right person the one question only they can answer, turns the answer into a governed record with a qualified reviewer's sign-off, and shows — for anyone who audits it later — that the gap was closed.

01 · The loop

One loop, end to end.

Step 01Signal

An operational event surfaces: an operator-overridden setpoint, a repeat work order, a shift-handover gap, a PHA recommendation left undisposed. Sovel reads it from your CMMS narrative, shift logs, and handover sources.

in: PSV-114 reset · basis not in file

Step 02Question

Sovel asks the right person, at the right time, the one question only they can answer: why. Not a survey, not a chatbot — a targeted prompt to the named human who holds the reasoning.

ask: why was the prior basis wrong?

Step 03Record

The answer becomes a governed decision record. A qualified reviewer signs off; the supporting evidence is attached. The AI drafts, the reviewer approves. Nothing becomes governed truth without a human's sign-off.

bind: rationale → 2026 relief study

Step 04Proof

The record is verified in place and the closure is provable: who signed what, when, with what evidence. That's the artifact an auditor reads.

seal: ed25519 · API 510 · 14:02 CT

Where Sovel sits

FDD watches the sensor. Sovel watches the reviewer.

02 · Provenance

How a decision becomes defensible.

Every reviewer decision carries an audit chain a PSM, NERC, or Part 11 auditor can read:

Qualified reviewer sign-off, tied to the evidence

The record names the credentialed person who made the call and the evidence they relied on — reviewer-witnessed evidence linkage, not an anonymous system entry.

A cryptographically verifiable lineage

Each governed record is sealed at the moment of sign-off (PROV-O / Merkle / ALCOA+). You can prove a record hasn't changed since it was attested, and prove when it was attested.

Your data stays yours

You keep your operational data; Sovel keeps the audit chain. We anchor reviewer-decision artifacts — roughly one sealed leaf per signed record — not raw sensor data. This is not blockchain on industrial IoT.

03 · The record
What we hold ourselves to

Built to exceed the bar, not just meet it.

“Who signed what, when, with what evidence” — answered before the auditor asks.

We frame this as audit-evidence quality: when an auditor, a turnover, or a revalidation asks why a decision was made and who was qualified to make it, the answer is already in the record — sealed and dated.

REC-2026-0419PHA disposition

Recommendation

Reconcile PSV-114 set pressure against the revalidated relief load.

Disposition & rationale

Accepted with revised set point. Basis recomputed from the 2026 relief study and captured against this recommendation.

Reviewed and signed by a qualified reviewerAPI 510 inspector · cred #IN-510-4471 · 2026-04-19 14:02 CT
Sealed
ed25519:9f3c1d…a71b · merkle-root 4e02…c9 · tamper-evident · illustrative example
04 · Start

Start with a conversation.

We usually start with a Decision-Card Sprint over the declined or deferred PHA recommendations you already have. What we'd need, and the scope, we figure out together on a call.