• AI ENABLEMENT CONSULTANT

I help organisations adopt AI with clarity.

I help startups and growing organisations design the strategies, workflows, and adoption systems that make AI genuinely useful — not just implemented.

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Explore services

Strategy / Workflows / Adoption / Customer Experience

Background and affiliations

Microsoft

ISB

Cambridge University Press

• HOW I WORK

A practical path from AI interest to AI adoption

1.

Assess

We start by understanding your current state, workflows, goals, and where AI can create the most practical value.

2.

Design

Together, we define the right use cases, priorities, and approach needed to make AI work in your specific context.

3.

Enable

From rollout guidance to team adoption, I help turn AI from a promising idea into a usable part of how your organisation works.

• WHAT I HELP WITH

AI enablement across strategy, teams, and execution

AI strategy and opportunity mapping icon

AI Strategy & Opportunity Mapping

Identify high-impact AI use cases that align with your business goals and practical readiness.

Workflow and operating model redesign icon

Workflow & Operating Model Design

Redesign how work moves across teams so AI fits into execution without creating friction or confusion.

AI adoption training and enablement icon

Adoption, Training & Enablement

Help teams build confidence and capability through structured guidance, workshops, and ongoing support.

AI experience design icon

AI Experience Design

Design AI-enabled experiences that serve real customer and team problems with clarity, usefulness, and trust.

• SELECTED WORK

Sample engagements and thinking

FEATURED AI AUDIT

AI Readiness Audit: Prioritising Use Cases Across a Product Organisation

Context

A self-initiated case study showing how I assess where AI can improve workflows, decision-making, and team execution.

Focus

Use-case prioritisation, workflow redesign, adoption planning, and enablement governance.

Read sample audit

AI use-case prioritisation across functions

A sample framework for identifying where AI can create practical value across operations, support, content, and product teams.

Designing workflows for AI adoption

A concept case study on turning scattered experimentation into a clearer, more usable operating model.

• WHO I WORK WITH

For organisations ready to move from AI curiosity to structured, usable capability

Startup team collaborating on AI adoption

For teams shaping products, positioning, and internal workflows while figuring out where AI can make a real difference.

Growing business team reviewing AI workflows

For organisations moving from isolated AI experiments to more structured adoption and better-quality execution.

Product team designing an AI-enabled workflow

For teams focused on building durable AI-enabled workflows, experiences, and decision-making practices.

• MY APPROACH TO AI ENABLEMENT

“Most organisations don’t fail at AI because of the technology. They fail because the workflows, communications, and adoption systems weren’t designed to carry it.”

Business value before hype

Adoption before automation theatre

Usable systems, not one-off demos

• COMMON QUESTIONS

FAQ

What kind of organisations do you work with?

I work with organisations that are serious about using AI to improve how they operate, not just experiment with tools. That includes product and service companies, consultancies, and internal teams who want help turning AI interest into practical workflows, governance, and adoption across the business.

Do you only work on generative AI?

No. Generative AI is often the starting point, but most useful work happens when it connects to your existing data, processes, and systems. I help you decide where generative AI genuinely adds value, and where more “classic” machine learning, analytics, or automation will serve you better.

Do you help with strategy, implementation, or both?

Both. I help you clarify where AI fits into your business, define a roadmap, and turn that into concrete initiatives. Depending on what you need, that can include designing workflows and operating models, working with your team or vendors on implementation, and building the adoption mechanisms so solutions are actually used day-to-day.

Can you support startups as well as larger teams?

Yes. I work with early-stage teams who need focused, pragmatic guidance, and with established organisations that have multiple stakeholders and existing constraints. The approach changes with the context, but the goal is always the same: helping you get to meaningful, usable outcomes without unnecessary complexity.ibm+2

What does a typical engagement look like?

Most organisations start with a short diagnostic and a working session to clarify goals, constraints, and realistic use cases. From there, we define a small number of priority initiatives, with clear decision points, responsibilities, and measures of success, and then work with your team to design and embed the workflows, practices, and supporting tools.

Do you offer workshops or advisory retainers?

Yes. I offer focused workshops for leadership or delivery teams, as well as ongoing advisory retainers. Workshops are useful when you want to quickly align people around what AI can and cannot do; retainers help you navigate decisions over time, review initiatives, and adjust your roadmap as the technology and your organisation evolve.

Ready to make AI useful?

Whether you are shaping a roadmap, redesigning workflows, or enabling teams, I can help you move from exploration to execution.