Starting with utilities — regulation → action → proof

ENERGY & UTILITIES / Proof of Value

Prove impact before production.

Test an AI workflow against your historical records in a controlled sandbox. Corvana measures output quality, review and rework, and full operating cost so your team can decide whether the workflow is worth deploying.

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Queue triage / Run WF-041 MCPLRA+2
RunEvidence 24Audit Review gate
Current run03 / 04 24 evidence items
1 decision waiting
01 Intake14 REQUESTS NORMALIZED Done
02 Tariff checks8 PASSED · 6 HELD WITH REASONS Done
03 Draft rankingVERSION 6 · EVIDENCE ATTACHED Done
04 Named approvalM. CHEN · INTERCONNECTION PLANNING Waiting

Illustrative workflow. The named approver reviews the evidence before any consequential action.

Test the complete workflow.

Corvana / CI-041
CI-041CI-107New change
Rule diffDone
Impact mappingDone
Response draftDone
Approval gateWaiting

The gate is in the path — not bolted on after.

Grounded in your own records

The sandbox uses approved records, permissions, templates, and review steps from your workflow. Regulatory response preparation, shown here, is one example; the same method can test planning, asset, and customer-service work.

Corvana / Quality
Historical baselineLoaded
Recall & precisionMeasured
Low-confidence casesHuman review

Reported against your own historical work.

Measure quality and cost together

Report errors, missed evidence, reviewer corrections, and time spent across the whole process. Include model usage, human review, and ongoing support in the operating case, with capacity released and cash savings reported separately.

Three steps from a test to a decision.

Corvana / Detect
Regulatory changeVersioned
Candidate impactsMapped

Map

Define the cases, source records, acceptance criteria, and baseline before testing. Keep historical final answers out of the agent’s inputs.

Corvana / Act
Response draftPrepared
Named approverReviewing

Test

Run the workflow in the sandbox and capture its output, exceptions, model costs, and reviewer effort. Include failed attempts and the manual fallback.

Corvana / Prove
Source chainSealed
Evidence exportReady

Prove

Compare quality and full cost against the baseline. Deliver the findings and assumptions with a recommendation to proceed, revise and retest, or stop.

Prove what the workflow is worth.

Start with one workflow, a representative set of historical cases, and success criteria agreed before the test. Deployment remains your separate decision.

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