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CodeByDesign

AI Solutions

AI Strategy & Consulting

Identify the AI use cases worth funding, prove them quickly, and build a roadmap your board and engineering team can both support.

The challenge

Most organisations are not short of AI ideas; they are short of a defensible way to choose between them. Pilots stall because data is not ready, ownership is unclear or the business case was never measured. We bring structure to that decision before significant budget is committed.

Capabilities

What we deliver

Use-case discovery workshops

Structured sessions with business and technology stakeholders to surface problems where AI materially changes cost, speed or quality.

Feasibility and proof of value

Time-boxed technical spikes against your real data so decisions rest on evidence rather than vendor demos.

Architecture and build-vs-buy guidance

Independent recommendations on models, platforms and integration patterns, including when an off-the-shelf tool is the better answer.

Responsible AI and governance

Practical policies for model risk, data privacy, human oversight and evaluation that your teams can actually follow.

Typical deliverables

  • Use-case assessment and prioritisation matrix
  • Target architecture and integration blueprint
  • Phased roadmap with budget ranges and KPIs
  • Executive summary for leadership approval

Technologies we use

  • OpenAI
  • Anthropic Claude
  • Azure AI
  • AWS Bedrock
  • Google Vertex AI

Relevant industries

AI Strategy & Consulting: common questions

How long does an AI strategy engagement take?

A focused discovery and roadmap engagement typically runs three to six weeks, depending on the number of business units and the availability of data for proof-of-value work.

Will you recommend tools you do not build?

Yes. Our recommendations are based on fit. If a commercial product solves the problem better than custom engineering, we will say so.

Talk to us about AI Strategy & Consulting

Share your goals and constraints. We'll reply within one business day with practical next steps.