AI Use Case Prioritisation Matrix
Free UK download. Production-ready ai use case prioritisation matrix in Excel (.xlsx) + 12-page guidance PDF + PowerPoint workshop deck, drafted in plain English against UK GDPR and ICO guidance.12 pages, editable sections clearly marked. Enter your email below — the full pack is sent within minutes.
A structured matrix for ranking AI use cases by value, feasibility, risk and strategic fit. Turn a long list of ideas into a defensible, sequenced roadmap your leadership team will actually back.
What's Included
Inside this template
- Use case inventory template
- Value, feasibility, risk and fit scoring
- Weighted score and ranked shortlist
- Quick-wins vs strategic-bets quadrant view
- Dependency mapping across use cases
- Sequenced 12-month roadmap template
- Stakeholder alignment workshop guide
- Worked example: UK professional services firm
About This Template
Why it matters for organisations
Most UK organisations do not have an AI idea shortage — they have a prioritisation problem. Without a structured approach, departmental lobbying wins over commercial logic, pilots multiply, and leadership loses conviction when the portfolio fails to deliver proportionate returns.
This template provides a four-axis scoring framework: value (commercial impact, strategic importance), feasibility (data readiness, technical complexity, change requirement), risk (regulatory exposure, reputational risk, security) and strategic fit (alignment with growth plan, existing capability leverage). Scores feed a weighted ranking and a two-by-two quadrant view that separates quick wins from long-term strategic bets.
The package includes a PowerPoint workshop deck to run the prioritisation session with leadership, an Excel tool to score and rank up to 30 use cases, and a 12-page PDF explaining how to facilitate the process, run tie-breaks and translate the output into a sequenced 12-month roadmap. A worked example based on a UK professional services firm shows how the framework behaves with realistic candidate use cases.
Use Cases
Where this template fits
Running an AI opportunity workshop
Turning a backlog of AI ideas into a roadmap
Justifying the first 2–3 use cases to the board
Realigning an AI programme after a reset
Comparing departmental AI proposals objectively
Who It's For
Target audience
AI leads, heads of strategy, transformation directors and operating boards at UK SMEs and mid-market organisations.
Want help tailoring this to your business?
Our team helps UK organisations adapt these templates to their specific context, stack and risk profile. Book a free 30-minute consultation and we will show you what good looks like.
Book Free Consultation