AI Adoption Program

A practical team program that helps people learn, test, discuss and apply AI to the work they already do.

AI Adoption Program

Many teams are experimenting with AI, but experimentation alone does not create value.

The real work is helping people understand where AI can support business goals, how to use it responsibly and how to apply it to everyday work in a practical way.

The Skill and Will AI Adoption Program helps teams and organisations adopt AI through a change management lens. It is designed for teams that want to improve efficiency, consistency and quality without losing professional judgement, confidentiality or control.

This is not a technical implementation program. It is a practical team program that helps people learn, test, discuss and apply AI to the work they already do.

What it is

The AI Adoption Program supports your team before, during and after a hands-on workshop.

It helps your organisation move from informal AI use to a more structured and responsible way of working.

The program brings together change management, team capability development and practical AI application. The focus is on helping people understand the change, practise the tools, agree the guardrails and identify where AI can support real work.

The program focuses on three areas.

Leadership and direction

AI adoption needs clear leadership, visible sponsorship and practical ownership.

Before the workshop, we work with your leaders and product owner to clarify priorities, risks, tools, roles and expectations. This gives the team a clear starting point and avoids asking people to work everything out in the room.

This preparation may include clarifying how AI connects to strategy, reviewing current AI use, identifying key risks, drafting early guardrails and confirming the practical focus for the team workshop.

Workflow and opportunity mapping

The workshop starts with the work itself.

Your team maps where work takes too long, where projects stall, where expert time is not well used, what gets repeated and what feels administrative rather than valuable.

From there, the team identifies where AI may help. This might include drafting, summarising, research support, workshop preparation, meeting summaries, project templates, internal processes, client communications or knowledge management.

The focus is on real work, not generic examples.

Responsible use and practical application

AI adoption only works if people know what is safe, useful and appropriate.

During the workshop, your team develops practical AI guardrails and explores where humans need to stay accountable. This includes thinking through what AI can do alone, where AI can support a human-led task and where human review or human-only work is required.

The focus is not on replacing thinking. It is on improving speed, structure, consistency and quality while keeping judgement in the right place.

Who it is for

This program is suited to teams and organisations that want to use AI more effectively but do not want to rush ahead without guardrails.

It may be useful if your team is:

• Using AI informally but inconsistently
• Unsure what is safe or appropriate to use AI for
• Looking for practical ways to improve workflow efficiency
• Trying to build confidence across a team with different levels of AI experience
• Needing clear guardrails before broader adoption
• Wanting to connect AI use to strategy, not novelty
• Building an AI adoption plan

It works particularly well for professional services, health, education, training, advisory and not-for-profit teams where quality, judgement, confidentiality and trust matter.

How the program works

Phase 1: Leadership preparation

The program starts with leadership preparation.

This phase clarifies your organisation’s priorities, current AI use, risks, tools, governance needs and operating boundaries.

It may include:

• Clarifying how AI connects to strategy and business priorities
• Reviewing current AI use and available tools
• Identifying a product owner or small working group
• Drafting an AI policy or practical guardrails for your organisation
• Confirming the focus areas for the workshop
• Preparing the team for practical AI use

The aim is to create a clear and useful starting point before the full team session.

Phase 2: Workshop design

The workshop is tailored to your organisation.

This includes designing practical exercises, responsible-use activities, team discussion prompts and use-case identification tools tailored to your context.

The design focuses on your strategy, workflows, client work, internal processes and real business challenges.

This makes the workshop more useful than a generic AI training session.

Phase 3: Team workshop

The team workshop is a facilitated working session, usually delivered across two half-days.

This is an active workshop, not a lecture. The session combines live demonstrations, guided exercises, team discussion and practical application using your own business context, workflows and challenges.

Typical workshop activities include:

• Building a shared understanding of AI and how it can support work
• Exploring how AI connects to organisational strategy and business priorities
• Practising prompts using real work examples
• Comparing simple prompts with more structured prompting approaches
• Mapping pain points and repeated tasks
• Identifying where expert time is not being well used
• Testing how AI can support drafting, summarising, research, planning and communication tasks
• Sorting work into tasks requiring human oversight
• Developing practical AI guardrails and responsible-use principles
• Creating simple use-case statements that connect a person, task, AI support and business benefit
• Prioritising AI use cases using value, speed, risk and ease of adoption
• Building an AI adoption roadmap and backlog of opportunities
• Clarifying decisions, ownership and next steps

The aim is for people to leave with greater confidence, practical experience and a clear path for applying AI to day-to-day work.

Phase 4: Optional implementation support

After the workshop, optional implementation support can help embed the work.

This may include supporting the product owner, reviewing early adoption measures, refining guardrails, addressing barriers and helping the team build consistency over time.

This phase helps convert workshop ideas into practical operating habits.

What your team can expect

This workshop is practical, hands-on and designed to help your team move from AI curiosity to confident workplace application.

The session combines live demonstrations, guided exercises, team discussion and practical application using your own business context, workflows and challenges.

By the end of the workshop, your team will be able to:

• Understand how AI connects to business strategy and organisational goals
• Use AI tools with greater confidence in day-to-day work
• Identify practical ways AI can improve work, efficiency and client outcomes
• Apply clear AI guardrails and responsible-use practices
• Create an AI adoption roadmap and prioritised backlog of opportunities for the team

Your team will also leave with tangible workshop outputs. These may include workflow maps, draft guardrails, prioritised use cases, practical prompts, adoption actions and a clearer view of what AI should and should not be used for.

The aim is not to make everyone an AI expert. The aim is to help your team use AI thoughtfully, safely and practically, with a clear path for applying it to real work.

Why Skill and Will

Skill and Will brings together organisational change, leadership coaching and psychology.

That combination matters when adopting AI. The technical side of AI is only one part of the challenge. The larger challenge is behavioural: helping people build confidence, make sound decisions, work within clear boundaries and change the way work gets done.

This program applies a change management approach to AI adoption. It focuses on people, process, systems, tools and structure, so your organisation can move from curiosity to practical value.

Engagement structure

Each engagement is scoped to your organisation.

The shape of the program depends on your goals, the size of your team, current AI maturity, available tools, risk profile and the level of implementation support required.

The program can include leadership preparation, workshop design, a hands-on team workshop and optional follow-up support.

Next steps

The first step is a short scoping conversation.

This helps clarify your goals, current use of AI, level of risk, available tools, leadership priorities and the outcomes you want from the program.

From there, we can shape the right approach for your organisation.