AI Strategy Consulting

From AI ambition to a funded roadmap

AI strategy consulting services — enterprise AI vision and operating model, a prioritised use case portfolio, an investment case, and a phased 30-60-90 day roadmap that hands off into delivery.

1 page
AI strategy summary
Ranked
Use case portfolio
Vendor-
neutral roadmap

Quick answerAI strategy consulting sets the direction for AI in your organisation — the ambition and where AI creates advantage, the target operating model and capabilities needed, a prioritised portfolio of use cases, the investment case, and a phased roadmap that sequences quick wins against foundational work. It is pre-project, roadmap-stage work that feeds AI development and agent development.

Deliverables

What you leave the engagement with

AI strategy on a page

The thesis: where AI wins, what you will not do, and the sequencing principle.

Ranked use case portfolio

Value, effort, feasibility and confidence for each candidate, with a phased sequence.

Target operating model

The capabilities, roles, platform and governance you need to run AI at scale.

Investment case

Build, run, model and change cost against value, with a funding recommendation.

Governance principles

The Responsible AI guardrails that shape how use cases are approved and delivered.

30-60-90 day roadmap

Executable by your team, us, or a mix — no lock-in.

Strategy vs readiness

Two different questions

AI strategy compared with an AI readiness assessment
FocusAI Strategy (this page)AI Readiness Assessment
Primary questionWhere are we going and how?Where are we today?
OutputVision, portfolio, operating model, roadmapMaturity view and gap list
WhenTo set direction and secure fundingBefore or alongside strategy
Best togetherAssess, then strategise, then roadmapFeeds the strategy
How we work

A workshop-driven engagement

Align

Objectives, scope and the stakeholders in play.

Explore

Where AI creates advantage in your business and market.

Prioritise

Score and sequence the use case portfolio.

Design

Operating model, capability plan and governance principles.

Package

Strategy, investment case and roadmap — decision-ready.

Why Relevance Lab

Strategy grounded in delivery reality

Practitioner input

Feasibility calls informed by teams that build and run AI.

Honest economics

Value and cost per use case, weighted by confidence — not a hype curve.

No lock-in

The roadmap is vendor-neutral and executable however you choose.

Platform-aware

RLCatalyst and Spectra inform a realistic operating model.

Hands off cleanly

Feeds directly into proof of concept and scaled delivery.

Fast

Weeks, not quarters, to a plan you can fund.

350+
Data & AI specialists
150+
Data & AI projects delivered
170+
Certified engineers
30‑60‑90
Day roadmap to your first AI use case
Alliances & partners
  • AWS
  • DataStax
  • Salesforce
  • Snowflake
Next step

Roadmap set — ready to build?

AI Development Services and AI Agent Development Services take the top use cases from proof of concept to production.

AI Development Services
FAQ

AI Strategy Consulting Services: frequently asked questions

AI strategy consulting sets the direction for AI in your organisation — the ambition and where AI creates advantage, the target operating model and capabilities needed, a prioritised portfolio of use cases, the investment case, and a phased roadmap that sequences quick wins against foundational work.

A readiness assessment measures where you are today across data, platform, skills and governance. AI strategy decides where you are going and how you will get there. They pair well: assess, then strategise, then roadmap.

Business and product leaders for value and prioritisation, data and platform leads for feasibility, and risk, security and legal for governance. We run focused workshops and interviews and keep the time commitment tight.

An AI strategy on a page, a ranked use case portfolio with value/effort/confidence, a target operating model and capability plan, an investment case, and a 30-60-90 day roadmap that hands off cleanly into proof of concept and delivery.

No — the roadmap is vendor-neutral and executable by your team, us, or a mix. Many clients do continue with us into development and managed operations, but that is a choice, not a dependency.

Content last reviewed: September 2026

Cross-cutting practice

Scaling this across the enterprise?

Our Enterprise AI Services practice brings generative AI, agents and LLMs to production at scale — with the governance, platform and operating model to keep them reliable, compliant and cost-controlled.

Explore Enterprise AI Services

Need an AI strategy your board will fund?

Book a working session and leave with a strategy on a page and a prioritised roadmap.

Get started

Talk to an AI specialist

Tell us where you are on your AI journey — a use case, a proof of concept, or a platform decision — and an AI consultant will come back with next steps and a rough shape for the engagement.