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Wayam AI
Energy & UtilitiesMaintenance & ReliabilityRepresentative scenario

Directing O&M Crews to the Defects That Actually Cost Generation

A solar operations team receives inspection reports listing thousands of findings with no indication of which ones matter to output.

Run on Wayam Eye · Renewable Performance

Many found defects reordered so the costly one comes first

The challenge

    01

    Every finding looks equally urgent in a flat report, so crews work in discovery order rather than impact order.

    02

    Low-impact soiling findings consume crew time that string-level faults deserve.

    03

    Work orders are created manually from PDF reports, introducing delay and transcription error.

How Wayam Eye solves it

    01

    Impact Estimation

    Each defect class is scored for its estimated effect on generation, not just its visual severity.

    02

    Priority Ranking

    Findings are ordered by production loss so the highest-value work is done first.

    03

    Route Optimization

    Prioritized findings are grouped geographically so a crew's day is efficient as well as well-directed.

    04

    Work Order Generation

    Findings are pushed into the CMMS as work orders with location and defect class attached.

    05

    Closure Verification

    Repairs are verified against the next capture rather than on crew report alone.

The outcome

  • Crew time directed by production impact rather than by report order.

  • Work orders generated directly rather than transcribed from PDFs.

  • Repair effectiveness verified by subsequent imagery.

Representative scenario: a modelled industry situation showing how this accelerator applies. Figures are projections, not a named client result.

Capabilities used

Every accelerator is assembled from the same capability layer, so a workflow you adopt here shares its foundation with the rest of the portfolio.

Bring us the version of this that you actually have.

Every engagement is fixed-scope and outcome-guaranteed. The scoping conversation starts with your systems, not with a template.