An aging workforce is retiring. AI only helps if the next crew trusts it.
Utilities face a knowledge transfer problem and a safety culture at the same time. Human+ measures whether your field and control room teams can safely rely on AI support, crew by crew.
For operators where every adoption decision is also a safety and reliability decision.
Inside The Utility Workforce AI Readiness Report
- Why utilities score high on ethics and low on fluency, and what that costs
- A district-level readiness scorecard for field and control room teams
- How to use AI for knowledge capture without losing the safety case
- A 90 day plan for your lowest scoring district
Free white paper
The Utility Workforce AI Readiness Report
Personalized to your organization and emailed to you in minutes.
The pattern we see
Utilities consistently score highest on ethical reasoning and lowest on AI fluency, a pattern that stalls otherwise well-funded programmes.
Where AI adoption succeeds or stalls in energy and utilities
Field crew procedure support
Crews need a fast, trustworthy answer in the truck. Readiness scores show which districts will actually use it.
Outage and incident summarization
Control room staff can produce a clear incident narrative in minutes, if they trust the draft enough to review rather than rewrite.
Knowledge capture from retiring experts
The capture only works where experienced staff believe the output will be used well.
Regulatory and compliance reporting
Reporting teams gain hours per filing cycle once review behavior is established.
Five behaviors, measured directly
Human+ scores every employee on five behavioral dimensions in about fifteen minutes. Here is what each one means for your teams.
AI Fluency
Can a crew member get a correct procedural answer without a desk and a long prompt?
Judgment
Do people verify against the asset in front of them before acting?
Adaptability
How does a district respond when a long-standing method changes?
Collaboration
Does knowledge move between districts or stay with individuals?
Ethical Reasoning
Do people stop work and escalate when an output touches safety or compliance?
What changes when you can see it
Scoring by district and by crew type turns workforce risk into something you can plan against.
Per district
scoring so knowledge transfer is targeted, not broadcast
Top quartile
ethical reasoning in most utilities, a strength to build on
15 min
per employee, once per cycle, no operational data required
Reading for energy and utilities leaders
See your own energy and utilities baseline.
Start with a free audit, or walk through the platform with our team.