Use cases
Practical workflows, each with a tool
Four role-based paths from a narrow workflow to a controlled pilot — every use case pairs with a public tool you can run in the browser.
Transformer Maintenance Work Package Builder
Transformer Maintenance Work Packages for Utilities
Turn condition evidence into human-reviewed maintenance work packages.
Utility OT AI Risk Register Builder
Utility AI Governance Risk Register for Transformer APM
Frame bounded agentic AI with an explicit risk register.
Large Power Transformer Spare Resilience Planner
Large Power Transformer Spare Resilience Evidence
Organize spare and resilience evidence for engineering review.
Utility Data Contract Mapper
CMMS and EAM Transformer Handoffs
Move rationale and approvals into CMMS/EAM without losing traceability.
Workflow
One pipeline from evidence to engineer-approved output.
- Intake
- Correlate & quality gate
- Agent reasoning
- Engineer sign-off
- Work package & report
Scope a controlled transformer APM pilot
Pick the asset population, evidence streams, reviewers, and measurement plan — engineers keep final authority at every stage.