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Wayam AI
Energy & UtilitiesMaintenance & ReliabilityRepresentative scenario

Portfolio-Wide Thermal Inspection Across a Multi-Gigawatt Solar Fleet

A solar independent power producer operates 40 sites across three states, each inspected manually on an annual cycle by walking crews.

Run on Wayam Eye · Renewable Performance

A sweep passing across a vast panel field, finding scattered hot cells

The challenge

    01

    Annual manual inspection means a defect can degrade output for eleven months before anyone sees it.

    02

    Each site produces its own folder of findings, so nobody can compare defect rates across the fleet.

    03

    Crews walk rows in high heat, which limits how much of a site is genuinely inspected.

How Wayam Eye solves it

    01

    Aerial and Thermal Capture

    Drone-borne thermal and visual imagery is captured per site on a repeatable flight plan.

    02

    Automated Defect Detection

    Hotspots, soiling, cracked modules, PID, and string anomalies are detected without a human reviewing every frame.

    03

    Layout Pinning

    Each finding is pinned to its exact position in the plant layout, down to the module.

    04

    Severity Ranking

    Findings are ranked by production impact so crews address what costs the most first.

    05

    Portfolio Rollup

    Findings are aggregated across all 40 sites so fleet-wide defect patterns become visible.

The outcome

  • Inspection cadence changed from annual walking crews to repeatable aerial capture.

  • Findings ranked by production impact rather than by discovery order.

  • Fleet-wide defect patterns visible instead of forty separate site folders.

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.