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AI Strategy

We give executives a defensible view of where AI creates value in their organisation — and where it does not. The result is a costed, sequenced roadmap that your board and your engineers can both sign.

When you need this

The situations we are called into.

  • Your board is asking for an AI position and you need one grounded in evidence, not vendor decks.

  • Pilots are multiplying across departments with no shared architecture, budget, or measure of success.

  • You must decide between building, buying, and partnering — and the trade-offs are unclear.

  • A competitor has moved and you need to know what a credible response actually costs.

Approach

How the engagement runs.

  1. Discovery

    Interviews with executives and practitioners; review of your systems, data estate, and in-flight initiatives.

  2. Opportunity mapping

    Candidate use cases scored on business value, technical feasibility, data readiness, and regulatory exposure.

  3. Architecture and sequencing

    A target-state architecture and a phased roadmap, with dependencies and decision points made explicit.

  4. Investment case

    Costs, staffing, risks, and expected returns per phase — written for board approval, not for a slide library.

Deliverables

What you hold at the end.

  • AI readiness assessment

  • Prioritised use-case portfolio

  • Target-state architecture

  • Phased roadmap with budget envelope

  • Board-ready investment case

Related research

Technical report · 2026

Evaluating large language models for regulated enterprise workflows

A practical evaluation framework for LLM systems in banking, insurance, and government contexts — metrics, test harnesses, and a taxonomy of failure modes.

In preparation

Contact

Talk to our engineers.

Describe the situation you are in. The person who replies is the person who would do the work.