Evidence readiness
Transformer Evidence Readiness Checker
Score readiness across DGA, PRPD, SFRA, thermal/loading, inspections, maintenance history, provenance, and approval paths.
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.
How the scoring works
Every GridAPM tool scores against the same transparent rubric — no hidden thresholds.
Each factor you check adds its listed weight to your earned points; some context selections add more. The score is your earned points divided by the maximum available, shown on a 0–100 scale.
Factor weights are printed on the cards themselves whenever they differ, so you can see exactly why the score moves.
The four bands, identical across every GridAPM tool:
- 0–39 Early Foundational pieces are missing. Use the gaps below as a starting agenda.
- 40–64 Partial Some elements are in place, but key gaps would slow a pilot down.
- 65–84 Reviewable Strong enough to bring into a scoping conversation and review together.
- 85–100 Ready Well positioned to scope a pilot now.
The score measures how ready your team is to scope a pilot — never the condition of any asset.
Related research
Read the method behind this tool.
The research article documents the sources, assumptions, and standards context this tool draws on.
Read the research contextWhat this tool is — and is not
This is a planning aid computed entirely in your browser. It does not assess transformer condition, does not replace IEEE or IEC guidance or engineering judgment, and its output is not a diagnostic conclusion. Use it to prepare a pilot conversation.
- 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 stays central
- GridAPM positions AI draft output as review material until authorized reviewers approve, edit, reject, or escalate it.
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.
Pilot Brief Builder
Generate a first-pass GridAPM pilot brief for transformer APM evidence, workflow pain, reviewer roles, data boundaries, and success metrics.
Open tool Work packageTransformer Maintenance Work Package Builder
Draft a human-reviewed transformer maintenance work-package outline from condition evidence, maintenance history, criticality, approval states, and CMMS/EAM handoff fields.
Open tool OT AI riskUtility OT AI Risk Register Builder
Create a first-pass risk register for approval-gated transformer APM AI workflows across OT boundaries, source approvals, agent permissions, cybersecurity review, and audit artifacts.
Open toolFAQ
Boundaries for this tool.
Does Transformer Evidence Readiness Checker upload asset data?
No. The tool runs in the browser and does not upload files, asset identifiers, work orders, feeder data, or tool inputs to GridAPM.
Is Transformer Evidence Readiness Checker diagnostic advice?
No. It is a planning aid for pilot scoping and evidence readiness. It does not diagnose transformer condition, approve maintenance, certify compliance, set operating limits, or replace qualified engineering review.
How does this connect to a GridAPM pilot?
Use the output to frame a controlled pilot around approved evidence sources, reviewer roles, AI-assist boundaries, security expectations, and measurable workflow outcomes.
Turn the result 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.