Energy & utilities use case

Grid asset inspection review

The operating problem, the system we deploy, and the one metric it should move. Scoped as a specification, not a slogan.

The operating problem

Engineers review photos and notes for thousands of assets to decide what needs repair, and real defects wait behind routine ones.

What we deploy

An inspection-review assistant that reads each record and the asset's history and proposes a condition rating and recommended action.

  • Reads each inspection record and the asset's history
  • Proposes a condition rating and recommended action
  • Shows the prior findings behind the call
Outcome target
Target: 30 to 50% faster clearing of the inspection review backlog.
Time to value
8 to 12 weeks to production
Metric we measure
Inspections reviewed and dispositioned per engineer day.

Where it goes nextExtend to risk-based scheduling that sequences the next inspection round by condition trend.

Works with the systems you already have
SCADA / historians
SAP S/4HANA
SharePoint
Power BI

Your data remains under your control.

How every use case is scoped

The same four questions, every time

Every use case is scoped around the operating problem, the system, the metric, and the time to value. Nothing ships without a number to move and a source it can cite. The first step is the deployment review, where we map the business process to your systems and agree the metric before building.

Next step

Put a number on this use case

Bring the process. We will define the problem, the metric, and the route to production.

See the deployment review

Start a conversation

Tell us what you want to explore, deploy, or teach. We reply within two business days.