Do the arithmetic before the project
AI maturity assessment, use case identification and priority, ROI and roadmap
AI investments usually fail before they start: the wrong use case, data that is not ready, costs never counted. We assess AI maturity, identify and rank candidate use cases, calculate ROI / TCO, and deliver a phased roadmap with technology selection and organisational advice, so the investment decision rests on data.
Our approach
One team scopes, executes and retests; conclusions are delivered as evidence, not checklists.
Use cases ranked on value and feasibility
Each candidate is scored on business value, data availability, technical maturity and implementation cost; the matrix is confirmed with management.
Cost over the full lifecycle
TCO includes compute, data preparation, people and operations; model API fees are one line among several.
The roadmap opens with a verifiable use case
Phase one is a short-cycle use case with measurable results, establishing the basis for further investment.
Deliverables
AI maturity assessment
Scores and gap analysis against the Gartner AI maturity model.
Use case list and priority
Candidate use cases, evaluation matrix, ROI / TCO calculations.
AI roadmap
Phased plan, technology selection, organisation and talent advice, governance framework outline.
How we deliver
Four stages, each with defined inputs, outputs and a client sign-off.
Interviews and review
Executive and business owner interviews, data and system inventory.
Use case workshop
Use case identification, value and feasibility scoring.
Calculation and roadmap
ROI / TCO, technology selection, roadmap.
Presentation and sign-off
Management presentation, first-phase use case confirmed.
Frequently asked questions
Notes on scope, execution and delivery standards. Contact us for anything not covered here.
Strategy and governance, data foundation, technology platform, talent and organisation, use case application and value realisation. Each is scored on five levels with gaps and recommendations.
Start from where you stand
Security, data and AI each start with a review of where you stand. The report and its findings are yours, whether or not the engagement continues.