AI ADVICE & ADOPTION

How we can work together

Get a clearer view of AI, find a useful starting point, or get help with a project you already have in mind. I work directly with business owners, partners, and leadership teams.

01

An AI briefing for your business

For owners, partners, executives, and boards who want a clearer view.

A discussion shaped around your business and the questions you need answered. We look at relevant uses of AI, its limitations, and what adopting it could mean for your people and operations.

What you take away

  • A clearer understanding of relevant tools and capabilities.
  • Discussion of practical concerns, including costs, information handling, and checking results.
  • A short summary of the opportunities and next steps worth exploring.
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02

An AI opportunity review

For businesses ready to decide where to start.

We examine selected workflows and talk with the people doing the work. The aim is to identify useful opportunities and choose a manageable first application, taking account of your existing systems and resources.

What you take away

  • A prioritised shortlist of opportunities, including where AI may add little value.
  • An outline of the tools, information, and people each option would involve.
  • A recommended first project with a clear scope and a way to assess the result.
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03

Guided AI adoption

For businesses that want help putting AI into everyday practice.

Hands-on support as you introduce AI to a selected part of the business. We work with your team's real tasks, build useful habits, and review the results together.

What you take away

  • Help selecting and setting up appropriate tools for the agreed tasks.
  • Practical guidance, reusable instructions, and ways to check AI outputs.
  • Follow-up to review usefulness, correction effort, and what to improve next.
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04

A specific project

For businesses with a specific AI application in mind.

If you already have an idea for using AI in your business, I can work with you and your people to get it started. That might mean advice on infrastructure, model, and software selection, or hands-on help with project setup and deployment.

What you take away

  • A clear scope and practical next steps for your project.
  • Advice on infrastructure, model, and software choices.
  • Help with project setup and deployment, where agreed.
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WHEN YOU NEED MORE

An adviser as you go

Ongoing advice is available by arrangement as new questions, tools, and decisions arise. We agree on the scope and frequency to suit your business.

For projects involving AI agents, my hands-on work includes agent instructions, access to tools and information, and checks on results — often called harness engineering.

Network architecture and technology leadership advice also remain available. We agree on the work and fees before an engagement begins.

START WITH YOUR BUSINESS

Where could AI help you?

Tell me what you're working on, what's taking too much time, or what you'd like to understand. We can discuss a useful next step.