AI for Energy & Utilities
A ~36-minute regulator-aware playbook for utility execs, grid operators, generation planners, digital transformation heads. 5 plays, operator-in-the-loop, OT+IT+AI cyber, 18-month roadmap.
8
Chapters
~36 min
Duration
Advanced
Level
No
Certification
Who this is for
For utility executives, grid operators, generation planners, and heads of digital transformation in energy companies.
How this course works
- 8 audio-narrated slide chapters · ~36 min of focused content
- Capstone with interactive Markdown builder you take to your team
- Trust trip-wires on every play — what not to cross
- Free verifiable certificate on completion
What you'll walk out with
Specific outcomes from this course — no fluff.
- AI must augment operational reliability, not threaten it — grid stability and worker safety are non-negotiable
- 5 high-value plays — demand forecasting · grid management · generation optimisation · predictive maintenance · customer ops
- Keep operator-in-the-loop on grid management — NERC + FERC + PUC oversight makes it non-negotiable
- Run renewables forecasting and battery dispatch optimisation — where AI directly impacts revenue at scale
- Use AI to extend asset inspection intervals — never to eliminate them (OSHA + worker safety)
- Hold the customer disconnection line — AI flags, humans decide
- Treat OT + IT + AI cybersecurity as one problem — 4 attack vectors, 3 defensive patterns
- 18-month rollout with 4 trust trip-wires and an interactive builder for your CIO, COO, or board
Course content
8 chapters · ~36 min
Welcome
A 1-minute orientation — what the course covers, how to navigate, and what you walk out with. No audio on this screen.
The energy + utilities landscape
AI must augment reliability, not threaten it · 5 high-value plays · regulator frame (NERC + FERC + PUC + EU AI Act + Network Code Cyber).
Demand forecasting
Most mature play · 5-15% accuracy lift · 3 architectures (GBM · neural · hybrid) · 3 failure modes · tail-event accuracy matters.
Grid management
3 use cases (asset health · congestion · outage response) · operator-in-the-loop is non-negotiable · 3 failure modes.
Generation optimisation
Why renewables need AI more than thermal · 3 use cases (wind · solar · battery dispatch) · the curtailment fairness question.
Predictive maintenance for T+D assets
Tens of millions deferred capital · 3 use cases (transformer · switchgear · line) · safety constraint: AI extends inspections, never eliminates.
Customer operations
3 use cases (outage · bills · advice) · the disconnect line (AI never autonomous) · vulnerable customer protection.
Cybersecurity for AI in critical infrastructure
OT+IT+AI is one problem · 4 attack vectors (poisoning · evasion · exfiltration · supply chain) · 3 defensive patterns.
Making it stick: your energy AI roadmap
18-month rollout (foundations · scale · operating discipline) · 4 trust trip-wires · interactive Markdown builder.
Want this delivered inside your organisation?
The course is the starting point. The same content powers a 4-week pilot, an org-wide rollout, or a continuous build engagement — set up on your data, with your team, by Gennoor Tech.