AI Strategy & Roadmaps
Most AI projects fail because there was never a proper plan. We help you build an AI strategy that starts with your actual business problems, not the latest tech hype.
Written by Sunny Patel, Founder, Agentic AI Associates
Why You Need an AI Strategy Before You Build Anything
Jumping straight into AI tools without a strategy is like renovating a house without blueprints. You might get lucky, but you will almost certainly waste money and end up with something that does not fit together.
A proper AI strategy starts with understanding where your business actually loses time and money. We audit your operations, talk to your teams, and identify the three to five areas where AI will deliver the fastest, most measurable return.
Our Strategy Process
We follow a four-phase approach. Phase one is discovery — we spend time with your leadership and frontline teams to understand workflows, pain points, and existing technology. Phase two is opportunity mapping — we match your challenges against proven AI capabilities and score each by impact and feasibility.
Phase three is roadmap design, where we build a phased plan covering technology choices, data requirements, team skills, and budget. Phase four is the governance framework — the decision-making structure, KPIs, and review cadence to keep your AI programme on track.
Who This Is For
Organisations that know AI matters but have not started and need a clear-eyed assessment of what is possible, what it costs, and where to begin. Or organisations that have started but feel stuck — perhaps a proof of concept worked but never reached production, or multiple teams are buying different tools with no coordination.
We work across sectors including finance, healthcare, retail, and manufacturing. Company size typically ranges from 50 to 500 employees.
What You Walk Away With
An AI maturity assessment, a prioritised opportunity register with estimated ROI, a 12 to 24 month roadmap broken into quarterly sprints, technology and vendor recommendations, and a risk register with change management plan.
What You Get
AI Maturity Assessment
Structured evaluation of your current data, technology, skills, and culture.
Opportunity Scoring Matrix
Every AI use case scored by business impact, technical feasibility, and time to value.
Phased Roadmap
A 12 to 24 month plan broken into quarterly sprints with clear deliverables.
Technology Guidance
Independent recommendations on platforms, tools, and partners.
Board-Ready Business Case
ROI projections and risk analysis for senior decision-makers.
Change Management Plan
Practical plan covering communication, training, and role impact.
Frequently Asked Questions
- How long does an AI strategy engagement take?
- Typically 2 to 6 weeks depending on the size and complexity of your organisation.
- Do we need existing AI capability?
- No. Many clients start from zero. The strategy engagement is designed to take you from where you are to where you need to be.
- What does an AI strategy cost?
- Phase 1 Diagnostic is a £6,500 fixed fee for 3 weeks — delivers strategy as a prioritised, board-ready AI roadmap with investment-sized ranges per workflow. Phase 2 Build contracts separately if you decide to proceed.
- Will you help us implement the strategy?
- If you want us to. Many clients use the strategy to brief internal teams or other vendors. Others ask us to lead implementation directly.
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