GridAPM tool
Grid Modernization Evidence Planner
Prioritize evidence for modernization programs involving DER, large loads, resilience, transformer APM, interconnection, and maintenance planning.
Grid Modernization Evidence Planner
Help utility, TSO, and DSO teams scope AI evidence workflows across DER, large load, resilience, transformer APM, interconnection, and maintenance planning.
Modernization inputs
Select generic planning context and evidence categories that are available for qualified review today.
Planner result
The initiative has enough evidence for a narrow modernization pilot, but missing categories should constrain scope and review claims.
Suggested evidence package
Modernization source inventory with transformer, feeder, and reviewer context
Recommended first pilot
Focused modernization evidence pack with gaps, owners, and reviewer questions
Top missing gaps
Modernization evidence comparison
| Modernization question | Evidence needed | GridAPM pilot artifact |
|---|---|---|
| Where is load, DER, or generation changing? | DER/load register, feeder/substation mapping, forecasts, queue timing, and source provenance. | Change-area evidence map with gaps, assumptions, and reviewer questions. |
| Which assets or workflows need attention first? | Transformer health evidence, work orders, outages, event history, and criticality context. | Prioritized evidence package for asset, planning, operations, and maintenance review. |
| Can AI safely support the modernization workflow? | Cyber/data boundary, source provenance, reviewer roles, integration path, and success metric. | Human-reviewed pilot workflow with traceable sources and approval states. |
This planner is a planning aid only. It does not calculate hosting capacity, approve interconnections, set operational limits, make diagnostic conclusions, or authorize maintenance work.
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.
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.
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
Transformer 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
Utility 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 tool