Which AI Use Cases Should Your Utility Prioritise First?
This tool does what a consultant does in a 3-day AI strategy engagement — scores your potential AI use cases against business value, data readiness, technical feasibility, organisational readiness, and risk. You get a prioritised roadmap with specific gaps, dependencies, and next steps for each use case.
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Phase 1 · Section A — Business Context
These answers shape your entire prioritisation — they determine which benchmarks, scoring weights, and dependency chains apply to your organisation.
Question 1 of 8
Which best describes your utility organisation?
Question 2 of 8
What is your organisation's primary strategic objective for AI investment?
This becomes the primary value weight in scoring — use cases aligned to this objective score higher.
Question 3 of 8
What is the current state of your AI and digital transformation programme?
Question 4 of 8
What is your budget posture for AI investment over the next 2 years?
Phase 1 · Section B — Technical & Data Infrastructure
Your infrastructure answers determine your AI Readiness Score and set data availability defaults for each use case in Phase 3.
Question 5 of 8
What is the state of your operational data infrastructure?
The single biggest predictor of AI use case success in utilities.
Question 6 of 8
What connectivity and edge infrastructure exists at your operational sites?
Question 7 of 8
What best describes your current data science and AI capability?
Phase 1 · Section C — Organisational Readiness
The most underestimated factor in AI project failure. These answers calibrate organisational readiness scores across all use cases.
Question 8 of 8
What is the level of executive sponsorship for AI initiatives at your utility?
No other single factor predicts AI project success or failure more reliably than executive sponsorship.
AI Readiness Score & Use Case Selection
Your AI Readiness Profile — Utilities Benchmarked
Based on your Phase 1 answers, compared against utilities industry benchmarks. This baseline shapes how each use case is scored.
Phase 2 · Select Use Cases to Prioritise
Select 3–8 AI use cases relevant to your utility. Recommended starting points for your organisation type are flagged. You will score each selected use case in Phase 3.
Selected: 0 of 8 maximum · Select at least 3 to continue
Phase 3 · Use Case Scoring
⚡ Defaults pre-filled based on your context — adjust where your situation differs
Scoring Dimension 1 of 6
Business Value
How significant is the potential business value of this use case for your utility?
Scoring Dimension 2 of 6
Data Availability
How available and ready is the data required for this specific use case at your utility?
Scoring Dimension 3 of 6
Technical Feasibility
How technically complex is this use case to deliver in a utility environment?
Scoring Dimension 4 of 6
Speed to Value
How quickly can this use case deliver measurable, demonstrable business results at your utility?
Scoring Dimension 5 of 6
Organisational Readiness
How ready is your utility to adopt, operate, and sustain this specific use case?
Scoring Dimension 6 of 6
Risk Profile
What is the consequence if this use case fails to perform as expected in your utility environment?
Your AI use case roadmap is ready.
Enter your details below to access your full prioritised roadmap — including scores, readiness gaps, dependencies, vendor guidance, and sequenced next steps for each use case.
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AI Use Case Prioritiser · Utilities & Energy
Your AI Use Case Roadmap
⚠ Programme-Level Red Flags
Foundation Investments Required
These infrastructure investments appear as prerequisites across multiple use cases. Completing them first unlocks the most value.
Detailed Use Case Analysis
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