AI Strategy Roadmap Template
A comprehensive template for planning your organisation's AI adoption journey from current state to target vision. Designed for CTOs, heads of digital, and strategy leads who need to align AI initiatives with business objectives and secure executive buy-in.
Overview
What's included
Current State Assessment
Current State Assessment
Organisation Profile
- Organisation name:
- Industry:
- Number of employees:
- Annual revenue:
- Assessment date:
AI Maturity Score
Rate each dimension from 1 (Ad-hoc) to 5 (Optimised):
| Dimension | Score (1-5) | Notes |
|---|---|---|
| Data readiness | ||
| Technical infrastructure | ||
| Talent and skills | ||
| Leadership buy-in | ||
| Process maturity | ||
| Governance and ethics |
Total score: / 30
- 6-12: Exploring — Focus on quick wins and education
- 13-18: Experimenting — Ready for structured pilots
- 19-24: Scaling — Expand successful pilots across the business
- 25-30: Optimising — Focus on advanced use cases and continuous improvement
Current AI Initiatives
List any existing AI or automation projects:
| Initiative | Status | Owner | Business Impact |
|---|---|---|---|
| Planning / In progress / Live | |||
| Planning / In progress / Live | |||
| Planning / In progress / Live |
Key Strengths
Key Gaps
AI Vision & Strategic Goals
AI Vision & Strategic Goals
AI Vision Statement
Complete this sentence: "In 3 years, AI will enable our organisation to..."
Strategic Alignment
How does AI support your top 3 business priorities?
| Business Priority | AI Contribution | Measurement |
|---|---|---|
Strategic Goals (SMART Format)
Goal 1:
- Specific outcome:
- Measurable target:
- Timeline:
- Owner:
Goal 2:
- Specific outcome:
- Measurable target:
- Timeline:
- Owner:
Goal 3:
- Specific outcome:
- Measurable target:
- Timeline:
- Owner:
Success Criteria
What does success look like at each stage?
- 6 months:
- 12 months:
- 24 months:
- 36 months:
Use-Case Prioritisation Matrix
Use-Case Prioritisation Matrix
Candidate Use Cases
List all potential AI use cases, then score each on the criteria below.
Scoring guide: 1 = Low, 2 = Medium, 3 = High
| # | Use Case | Business Impact (1-3) | Feasibility (1-3) | Data Readiness (1-3) | Strategic Fit (1-3) | Total |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 | ||||||
| 4 | ||||||
| 5 | ||||||
| 6 |
Prioritisation Quadrant
Plot use cases on this 2x2 matrix:
- Quick wins (High impact, High feasibility): Start here
- Strategic bets (High impact, Low feasibility): Plan for these
- Low-hanging fruit (Low impact, High feasibility): Do if resources allow
- Deprioritise (Low impact, Low feasibility): Revisit later
Selected Use Cases for Phase 1
-
Use case:
- Expected outcome:
- Data requirements:
- Estimated effort: weeks
- Estimated value: £
-
Use case:
- Expected outcome:
- Data requirements:
- Estimated effort: weeks
- Estimated value: £
Implementation Timeline
12-Month Implementation Timeline
Phase 1: Foundation (Months 1-3)
- Complete AI maturity assessment
- Define AI vision and strategic goals
- Identify and prioritise top 3 use cases
- Establish AI governance committee
- Conduct data readiness audit
- Begin AI literacy training for leadership
- Select technology partners / vendors
Phase 1 milestone: AI strategy approved by executive team
Phase 2: Pilot (Months 4-6)
- Launch first AI pilot project
- Set up data pipelines for pilot use case
- Hire or upskill key AI roles
- Establish model evaluation framework
- Create AI acceptable use policy
- Run weekly pilot retrospectives
Phase 2 milestone: First pilot delivering measurable results
Phase 3: Scale (Months 7-9)
- Evaluate pilot results against success criteria
- Launch second and third use cases
- Implement MLOps / monitoring infrastructure
- Expand AI training to wider organisation
- Refine governance and compliance processes
- Document lessons learned
Phase 3 milestone: Multiple AI solutions in production
Phase 4: Optimise (Months 10-12)
- Conduct 12-month strategy review
- Measure ROI across all initiatives
- Identify next wave of use cases
- Mature AI Centre of Excellence
- Update roadmap for Year 2
- Present results to board
Phase 4 milestone: AI strategy refresh and Year 2 roadmap approved
Success Metrics & KPIs
Success Metrics & KPIs
Business Impact Metrics
| Metric | Baseline | 6-Month Target | 12-Month Target | Owner |
|---|---|---|---|---|
| Revenue influenced by AI | £ | £ | £ | |
| Cost reduction from AI automation | £ | £ | £ | |
| Customer satisfaction (NPS/CSAT) | ||||
| Employee productivity gain | % | % | % | |
| Time-to-market improvement | days | days | days |
Operational Metrics
| Metric | Baseline | Target | Frequency |
|---|---|---|---|
| Number of AI models in production | Monthly | ||
| Model accuracy / performance | % | % | Weekly |
| Data pipeline uptime | % | % | Daily |
| AI incident count | Monthly | ||
| Mean time to resolve AI issues | hrs | hrs | Monthly |
Adoption Metrics
| Metric | Baseline | Target | Frequency |
|---|---|---|---|
| Employees trained on AI | Quarterly | ||
| Teams actively using AI tools | Monthly | ||
| Internal AI use cases submitted | Quarterly | ||
| AI champion network size | Quarterly |
Reporting Cadence
- Weekly: Pilot progress, model performance
- Monthly: Operational dashboard, risk register update
- Quarterly: Executive summary, strategy alignment review
- Annually: Full strategy review and refresh
Instructions
How to use this template
Assemble your AI strategy team
Gather 4-6 stakeholders from technology, operations, finance, and a business unit sponsor. Assign a strategy owner to drive the process.
Complete the current state assessment
Score your organisation across all six maturity dimensions. Be honest — an accurate baseline is more valuable than an optimistic one.
Define your vision and goals
Craft an AI vision that connects to existing business priorities. Set 2-3 SMART goals that you can track over 12 months.
Discover and prioritise use cases
Brainstorm at least 10 use cases across departments, then score them using the prioritisation matrix. Select 2-3 for Phase 1.
Build your implementation timeline
Populate the 12-month roadmap with specific milestones, owners, and dependencies. Ensure Phase 1 includes quick wins to build momentum.
Establish metrics and review cadence
Set baselines for all KPIs before launch. Schedule recurring reviews so you can course-correct early if targets are off track.
Watch Out
Common mistakes to avoid
FAQ
Frequently asked questions
Most organisations complete the initial roadmap in 4-6 weeks with dedicated effort. This includes stakeholder workshops, data audits, and use-case prioritisation. The strategy should then be reviewed and updated quarterly.
No. The template is designed to be accessible to business leaders and strategy teams. However, you will benefit from involving someone with technical AI knowledge — either internal or an external adviser — particularly for the data readiness assessment and use-case feasibility scoring.
Use the executive summary one-pager section to communicate the business case clearly. Lead with specific use cases, expected ROI, and risk mitigation — not technology details. Showing quick-win pilots with measurable results is the most effective way to build ongoing support.
This depends on your maturity, budget, and strategic goals. The vendor scorecard template can help you evaluate options. In general, start with off-the-shelf AI tools for common use cases (e.g. chatbots, document processing) and build custom solutions only where AI creates a genuine competitive advantage.
We recommend a lightweight monthly review of active initiatives and a more thorough quarterly strategy review. The annual review should include a full maturity re-assessment and roadmap refresh for the next 12 months.
Related Content
How to Build Your First AI Strategy
Step-by-step guide covering everything from stakeholder alignment to use-case selection.
What Is an AI Centre of Excellence?
Learn how to structure an internal team to drive AI adoption across your organisation.
AI Readiness Assessment Guide
Detailed walkthrough of how to evaluate your organisation's readiness for AI adoption.
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