Generative AI
Research, writing, analysis and ideation.
GoodShip* Activation
Don’t just learn AI. Do something with it.
Not just job-ready. Impact-ready.
AI is changing how people learn, work, research, create, communicate and solve problems.
But understanding AI is not the same as feeling confident using it.
AI Activator is GoodShip*’s experiential AI and future-skills programme.
Participants work in multidisciplinary teams on real challenges from real organisations.
- Research
- Question
- Create
- Prototype
- Collaborate
- Present
And they experience how AI can support human creativity and problem solving in the real world.
The technology is moving quickly. Confidence isn’t keeping up.
- What AI Activator is
- AI Activator is an experiential AI and future-skills programme created by GoodShip*. Participants work in multidisciplinary teams on real organisational challenges while using AI and digital tools to research, create, prototype and present solutions.
AI has moved from an emerging technology conversation into everyday life and work.
People are being told AI will change their job, that they need to learn it, use it and prepare for the future.
That creates excitement. It also creates uncertainty.
Where do you start? Which tools matter? What should you trust, and what shouldn’t you? What happens to human skills? What happens if you’ve never thought of yourself as “technical”?
AI Activator was created to give people somewhere practical to explore those questions. Not through another day of presentations. Through experience.
Confidence comes from doing. Explore AI Activator →
AI is part of the programme. People are the point.
AI Activator teaches people how to work with AI.
But that is only part of what happens. Participants also have to:
Those are human capabilities. And they become more important, not less, as AI becomes more capable.
- Understand a problem
- Make decisions
- Work with people they may not know
- Communicate
- Question information
- Prioritise
- Create
- Present their thinking
The objective isn’t producing better prompts. It’s producing more confident, capable people.
Not another AI course.
Unlike conventional AI training focused mainly on tools and prompts, AI Activator combines practical AI use with creativity, critical thinking, collaboration, communication and confidence.
Conventional AI training
Often starts with: here are the tools.
AI Activator
Starts with: here is the challenge.
Conventional AI training
Often focuses on features, prompts and demonstrations.
AI Activator
Combines AI, research, creativity, critical thinking, teamwork, prototyping and communication.
Conventional AI training
Often asks participants to follow examples.
AI Activator
Asks participants to make decisions.
Conventional AI training
May finish with a certificate.
AI Activator
Finishes with something participants have researched, created, built and presented.
Conventional AI training
Can feel abstract.
AI Activator
Uses real organisations and real challenges.
Real organisations. Real problems. No answer sheet.
- healthcare
- education
- community
- immersive technology
- digital platforms
- social impact
One of the most important parts of AI Activator is the brief.
Participants don’t solve a fictional classroom exercise. They respond to a genuine challenge provided by a business, charity, social enterprise or other organisation.
Which means they have to deal with something conventional learning often removes: ambiguity.
- The organisation provides
- context
- The organisation provides
- insight
- The organisation provides
- feedback
- The organisation provides
- a real audience for the final work
- There may be several good answers.
- There may be constraints.
- The organisation may change the question.
- Research may challenge the original assumption.
Real problems create real learning.
The experience
From uncertainty to something tangible.
The exact format changes by cohort, but a full five-day AI Activator typically follows a journey like this.
Day 1
Explore
Understand AI, the challenge and each other.
- Programme objectives
- AI fundamentals
- Practical tools
- Responsible use
- Challenge organisations
- Team members
The aim is not to rush into solutions. It is to understand the problem.
Day 2
Question
Go deeper.
- Users
- Context
- Evidence
- Assumptions
- Opportunities
Participants learn that generating an answer is easy. Judging whether it is useful is harder.
Day 3
Imagine
Turn understanding into ideas.
- Generate
- Compare
- Challenge
- Prioritise
AI supports exploration. Human judgement decides where to focus.
Day 4
Make
Build something.
- Prototype
- Digital product
- Campaign
- Concept
- Service idea
- Presentation
- User experience
This is where AI, rapid prototyping and creative technology become particularly useful.
Day 5
Activate
Tell the story.
- The problem
- Evidence
- Idea
- Use of AI
- Prototype
- Thinking
Teams present to challenge organisations, partners, peers and invited guests, then reflect on skills, confidence and what they will do differently next.
Tools
The tools will change. The ability to learn won’t.
AI Activator is intentionally not tied to one specific technology platform.
Tools evolve quickly. The important capability is learning how to explore, evaluate, choose, question and combine them.
The capability that lasts
- explore
- evaluate
- choose
- question
- combine
AI Search & Research
Finding, comparing and questioning information.
Creative Tools
Visual communication, presentation and storytelling.
Rapid Prototyping
Turning ideas into working digital experiences.
Collaboration
Capturing knowledge, sharing work and working as a team.
Human skills
AI can generate. People still need to decide.
The most important skills developed through AI Activator are not all technical ones.
Critical thinking
Question information, assumptions, AI outputs, sources and recommendations.
Communication
Explain complicated ideas clearly.
Collaboration
Work with different disciplines, personalities and perspectives.
Creativity
Use AI to expand possibilities without outsourcing judgement.
Problem solving
Move from ambiguity towards practical choices.
Presentation
Build the confidence to stand behind an idea.
Curiosity
Be willing to explore tools and questions without already knowing the answer.
Adaptability
Respond when evidence changes, technology changes or the challenge changes.
AI skills
Practical AI capability.
Participants can develop hands-on experience across:
Prompting
Giving AI clearer instructions and context.
Research
Using AI alongside reliable sources to investigate a topic.
Analysis
Finding patterns, comparing options and interrogating information.
Ideation
Using AI to increase the range of ideas considered.
Critical evaluation
Understanding that AI output requires verification and judgement.
Prototyping
Using AI-enabled tools to turn an idea into something tangible.
Content & communication
Using AI to support writing, visuals and presentation.
Responsible use
Thinking about privacy, bias, intellectual property, accuracy and appropriate use.
Different people. Same opportunity to participate.
AI Activator can be commissioned by universities, colleges, schools, businesses, charities, community organisations, funders and commissioners.
Universities
Employability, graduate outcomes and experiential learning.
- Careers
- Employability
- Student Futures
- Enterprise
- Faculties
- Student Success
- Digital Skills
Colleges
Future skills and industry engagement.
- Future skills
- Industry engagement
- Employability
- Digital confidence
- Enrichment
Schools & sixth forms
Age-appropriate introductions to responsible AI.
- Responsible AI
- Careers
- Creativity
- Enterprise
- Future skills
Businesses
Practical experience for employees exploring AI.
- AI
- Innovation
- Workflows
- Customer problems
- Digital tools
Charities & community organisations
Making emerging technology genuinely accessible.
- Access
- Confidence
- Digital inclusion
- Practical AI
Unemployed & career-change cohorts
Confidence, experience and something to show for it.
- Confidence
- Practical experience
- Portfolio development
- Employability
- Career exploration
Funders & commissioners
Part of funded skills and opportunity programmes.
- Skills
- Employment
- Digital inclusion
- Youth opportunity
- Innovation
- Economic development
Formats
From inspiration to immersion.
AI Activator can be adapted around audience, outcome and available time.
AI Activator Inspire
One day
A practical, high-energy introduction to AI.
Designed to build confidence, introduce responsible AI, explore tools, work on a short challenge and demonstrate what is possible.
- Students
- Employees
- Conferences
- Enrichment
- Community groups
AI Activator — Two Day
Two days
A more intensive format with room to make something.
Participants move through challenge, research, ideation, practical making and presentation.
- Challenge
- Research
- Ideation
- Making
- Presentation
AI Activator — Three Day
Three days
Greater depth across capability and collaboration.
Provides more time for AI capability, teamwork, challenge solving, prototyping and human skills.
- AI capability
- Teamwork
- Challenge solving
- Prototyping
- Human skills
AI Activator — Five Day
Full immersive programme
The flagship experience.
Designed around multidisciplinary teams, real organisational challenges, practical AI, prototyping, communication, showcase and impact evaluation.
- Multidisciplinary teams
- Real challenges
- Prototyping
- Showcase
- Impact evaluation
Multi-cohort programmes
Programme scale
Consistent design with comparable impact evidence.
AI Activator can be commissioned across multiple student groups, communities, locations, institutions and funded programmes.
- Student groups
- Communities
- Locations
- Institutions
- Funded programmes
Bespoke Activator
Designed around you
Adapted around the outcome you need.
AI Activator can be shaped around sector, organisation, cohort, geography, policy objective or workforce challenge.
- Sector
- Organisation
- Cohort
- Geography
- Policy
- Workforce
Challenge partners
Give participants something worth solving.
Organisations can take part without commissioning the programme by becoming a Challenge Partner.
A Challenge Partner provides a genuine organisational question for participant teams to explore, then helps to brief participants, provide context, answer questions, attend the showcase, respond to ideas.
A challenge could be
- a customer problem
- community challenge
- new service
- communication issue
- digital opportunity
- operational problem
- innovation question
Fresh perspectives
New thinking from people outside your organisation.
Multidisciplinary thinking
Teams that combine different backgrounds and skills.
Concepts & prototypes
Potential concepts and prototypes to react to.
Emerging talent
Meaningful engagement with people entering the workforce.
Practical AI insight
See how AI is being used on a real question.
AI Activator is not free consultancy disguised as education.
The primary purpose is participant learning. Challenge organisations should approach the process with curiosity rather than expecting production-ready solutions.
Sponsorship
Create opportunity for someone else.
The organisation funding AI Activator does not have to be the organisation participating.
Businesses, foundations, funders and commissioners can sponsor cohorts for specific groups.
Potential cohorts
- young people
- students
- graduates
- unemployed people
- career changers
- charities
- community organisations
- underrepresented groups
Skills impact
Practical AI and human skills.
Employability impact
Confidence and project experience.
Community impact
Access to emerging technology.
Employer engagement
Meaningful interaction with future talent.
ESG / CSR / Social Value
Measurable participation and outcomes.
Impact works better when the right partners play different roles.
An example of how a funded AI Activator programme comes together.
Funder / Commissioner
- Funding
- Strategic objective
Delivery / Community partner
- Participants
- Local trust
- Wraparound support
GoodShip*
- AI Activator
- Programme design
- Facilitation
- Tools
- Challenges
- Impact framework
Challenge partners
- Real problems
- Insight
- Feedback
Participants
- Experience
- Confidence
- Capability
- Connections
Impact evidence
- Reporting
- Future funding
- Programme improvement
The programme becomes more powerful when everyone brings what they are best at.
What changed?
We designed AI Activator to create practical learning. So we measure more than attendance.
Our evaluation looks at changes across:
- confidence
- AI capability
- public speaking
- critical thinking
- teamwork
- career perspective
- participant satisfaction
Each published statistic is recorded with its cohort, sample size, measurement date, question wording, methodology and source. Metrics from separate cohorts are never combined into one implied study.
4.93 / 5
Participant rating
Recorded in the original AI Activator pilot cohort.
87%
Increased confidence
Reported by participants following the original pilot.
80%
Changed career perspective
Reported by participants following participation.
73%
Improved public speaking
Self-reported in programme evaluation.
67%
Improved critical thinking
Self-reported in programme evaluation.
Numbers tell us something. People tell us the rest.
Participant voices on confidence, discovering AI, teamwork, career direction, public speaking and building something real.
“I came in thinking AI wasn't for people like me. By day five I was presenting a prototype to the organisation that set the challenge.”Participant
LJMU — Psychology cohort
Quote used with permission
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What does the programme create for partners?
Alongside participant evidence, we gather feedback from the organisations involved in each cohort.
University partners
Student engagement, employability and experiential learning outcomes.
Challenge organisations
Quality of outputs and the value of an outside perspective.
Employers
Meaningful contact with emerging talent and practical AI use.
Programme partners
Programme design, facilitation and delivery quality.
Funders
Evidence of participation, confidence and measurable outcomes.
Sometimes the most important outcome happens afterwards.
A programme can create a moment of confidence.
The bigger opportunity is what happens next.
AI Activator helps participants leave with:
- experience
- work to talk about
- practical examples
- relationships
- greater confidence
- a better understanding of where they could fit
GoodShip* also tries to connect participants into wider opportunities through employers, partners, communities, internships, further programmes.
The programme is not intended to be the end of the journey.
Activate confidence. Then give it somewhere to go.
AI Activator in practice.
Cohorts delivered with university, challenge and community partners.
Applied AI through real challenges
LJMU — Psychology cohort
Participants worked in multidisciplinary teams responding to briefs from real organisations, combining AI, research, ideation, prototyping and presentations.
Building confidence through participation
LJMU — Multidisciplinary cohort
A second cohort worked with challenge partners across technology, education and impact, showing how AI Activator works with participants from different academic backgrounds.
Testing the model
AI Activator pilot
The original pilot established the first evidence around participant satisfaction, confidence and career perspective.
The idea has started getting noticed.
AI Activator has developed from an experiment into one of GoodShip*’s most important programmes.
Its approach to combining creativity, emerging technology and experiential learning has received external recognition, including GoodShip*’s Creative Innovation Award in 2026.
Recognition is useful. It isn’t the point.
The most important evidence remains what participants do and feel differently afterwards.
Using AI well also means knowing when not to use it.
AI Activator does not present AI as automatically accurate, ethical, creative or better.
Participants are encouraged to question:
The objective is confident use. Not blind trust.
- sources
- hallucinations
- bias
- privacy
- intellectual property
- data
- human judgement
- appropriate use
Curiosity and scepticism can coexist.
What participants need.
AI Activator is designed to be practical, so participants need to be able to work hands-on throughout.
Depending on the model, GoodShip* can include or coordinate
- AI credits
- platform licences
- programme materials
- equipment requirements
- Laptop or Chromebook
- A device each participant can work on throughout the programme.
- Internet access
- Reliable connectivity in the delivery venue.
- Relevant AI accounts
- Accounts for the tools used in the cohort.
- Programme tool access
- Access to collaboration and prototyping tools.
Requirements are confirmed clearly with the commissioning organisation before each programme.
Facilitated by people who use the tools.
AI Activator is delivered by practitioners working across technology, AI, creativity, product development, business, facilitation and education.
The programme is designed to feel closer to working inside a multidisciplinary project team than attending a conventional training course.
Technology
People who build things for a living.
AI
Practitioners using these tools on real work.
Creativity
Designers, makers and storytellers.
Product development
People used to turning ideas into working things.
Business
Commercial and strategic experience.
Facilitation
People who can hold a room and a process.
Education
Experience designing learning that sticks.
Where we deliver
Developed in Liverpool. Designed to travel.
AI Activator was developed and tested in Liverpool. Its next chapter is broader.
We adapt programme format, challenge partners, content, examples, delivery team around the audience and location.
- Across the UK
- Universities, colleges, workplaces and community venues.
- Internationally
- The programme design travels with the right local partners.
- Universities & colleges
- Careers, employability, enterprise and curriculum settings.
- Workplaces
- Teams exploring AI, innovation and customer problems.
- Community venues
- Accessible settings for community and funded cohorts.
- Innovation spaces
- Places built for making, testing and showcasing.
Liverpool is where the experiment began. It does not need to be where it ends.
AI Activator questions.
Explore AI Activator stories
Empowerment
How we design experiential learning, employability and future-skills programmes.
Activations
Why GoodShip* builds its own programmes, platforms, products and communities.
Stories
Writing on AI, education, employability, future skills and responsible AI.
What could your people do with more AI confidence?
Maybe you’re trying to prepare students for work.
Help employees understand AI.
Create practical future-skills experiences.
Support a community.
Fund access to emerging technology.
Or give people the confidence to participate in what’s coming next.
AI Activator gives them somewhere to start.
Not by watching. By doing.