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GridAPM tool

Transformer Evidence Readiness Checker

Score readiness across DGA, PRPD, SFRA, thermal/loading, inspections, maintenance history, provenance, and approval paths.

Open tool Scope a pilot
Evidence readiness Audience: Transformer engineers and pilot teams Output: Evidence gap list Tool inputs stay in your browser. Optional site analytics, when accepted, records page-level usage only.
Interactive planning tool

Transformer Evidence Readiness Checker

Select the evidence your team can review today. The checker stays in your browser, does not upload data, and only estimates pilot readiness for planning conversations.

Client-only. No files or server submission; tool inputs stay local.

Evidence coverage

Select the categories that are available, source-linked, and reviewable.

Readiness result

40% Focused pilot candidate

Some core evidence is ready, but the first pilot should stay narrow and address missing source context before broader rollout.

Suggested first pilot

DGA + maintenance history

Top gaps to address

    Pilot evaluation Platform Security Data handling Sample pack

    Evidence flow in a controlled pilot

    1. Source evidenceApproved records, tests, notes, and work history.
    2. Quality reviewDates, units, source links, and gaps are checked.
    3. AI draftAgents organize findings and draft review questions.
    4. Engineer approvalQualified reviewers edit, approve, reject, or escalate.
    5. Evidence packTraceable package for maintenance and APM review.

    Maintenance approach comparison

    Dimension Time-based maintenance Condition-based maintenance Agentic AI-assisted CBM
    Trigger Calendar interval Evidence threshold or trend Evidence package with risk context
    Evidence use Limited or periodic Selected condition signals Multi-source evidence and provenance
    Review Scheduled review Engineer interpretation AI draft plus engineer approval
    Typical value Predictable routine Better targeting Traceable, review-ready work packages

    This checker is not diagnostic advice, does not evaluate transformer condition, and does not recommend operational action. Final maintenance decisions should be made by qualified engineers using approved evidence and utility procedures.

    Pilot boundary

    Use the result as a review-starting point.

    Public tool outputs are designed to help utility, TSO, DSO, generation, data center, oil and gas, and industrial teams frame a controlled GridAPM discussion before approved evidence enters a local-first transformer APM workflow.

    No diagnostic authority The tool does not determine transformer condition, approve maintenance, certify standards compliance, or replace qualified engineering judgment.
    No private source intake Do not enter confidential asset names, work-order IDs, network details, customer data, or proprietary measurements into public planning tools.
    Human review remains central GridAPM positions AI draft output as review material until authorized reviewers approve, edit, reject, or escalate it.

    Next step

    Turn the tool output into a pilot conversation.

    Share the non-confidential result with GridAPM to discuss approved evidence sources, security boundaries, reviewer ownership, and a measurable first workflow.

    Request pilot Read research context
    Define approved source evidence
    Name reviewer roles and approval states
    Confirm security and data handling expectations
    Select a measurable first workflow

    Related tools

    Continue scoping the pilot surface.

    These adjacent tools help convert readiness, evidence gaps, governance questions, and handoff fields into a stronger pilot brief.

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    Draft a human-reviewed transformer maintenance work-package outline from condition evidence, maintenance history, criticality, approval states, and CMMS/EAM handoff fields.

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