AI in Practice
A hands-on workshop where your team will experience AI capabilities first-hand, generate use case ideas, and build your first prototypes — all in one hour.
About Us
Meet the team behind WAAT AI Labs — experienced AI practitioners who have delivered enterprise solutions across industries and geographies.
15+ yrs in enterprise software & AI. Implementations for 20+ organisations incl. SMA Solar and WHO.
8+ yrs in enterprise AI & venture building. Turns ideas into scalable use cases. Worked with NBT.
WAAT is a software and AI consultancy founded 16+ years ago in London, serving enterprise and public sector customers across Europe.
WAAT AI Labs is our specialised AI team. We guide companies from first AI exploration through to production-ready solutions — with a structured, proven methodology.
We've delivered for 60+ customers including Audi, Deloitte Digital, SMA Solar, Swiss Re, Roche & Novartis — across the UK, Switzerland, Germany & Poland.
Where are you — and where do you want to go?
Before we dive in, we want to hear from you. We'll spend the first 15 minutes understanding where your team stands with AI today — and what success looks like for you. Click any note and start typing.
Workshop Overview
A structured, 1-hour session designed for management teams and decision-makers. No technical background required.
WORKSHOP BUILDING BLOCKS
Generative AI Overview
15 min · Live demonstrationsA jargon-free look at what generative AI can do today — with live demos and a practical feel for where the technology stands.
WHAT WE'LL COVER- How large language models work — explained simply, no jargon
- Live demos: text generation, summarisation, analysis & coding
- Image & video generation — what's possible, what's practical
- Overview of today's AI tools and how to choose between them
- Key limitations, risks & what AI can't do (yet)
Use Case Generation
15 min · Interactive discussionUsing AI as a brainstorming partner, you'll identify and refine concrete opportunities where AI creates real value in your business.
WHAT WE'LL COVER- AI-assisted brainstorming with your business context as input
- Mapping AI capabilities to your actual pain points
- Industry-specific examples to spark new ideas
- Quick wins vs. strategic initiatives — sorting by effort & impact
- Building your initial use case backlog together
Prompting & Interaction
15 min · Hands-on practiceLearn proven prompting techniques and practise them live — turning AI from a novelty into a daily productivity tool.
WHAT WE'LL COVER- Prompting fundamentals — structure, context, and specificity
- Role-based prompting and chain-of-thought techniques
- Hands-on exercises with ChatGPT, Claude & other tools
- Common mistakes and how to troubleshoot poor outputs
- Building reusable prompt templates for your daily tasks
Vibe Coding & Prototyping
15 min · Live buildThe workshop highlight: build a working prototype live using only natural language — no coding required, just your idea.
WHAT WE'LL COVER- Live demo: building a functional app from a plain-English description
- AI coding tools overview — Cursor, Claude Code, Replit & more
- From idea to working prototype in under 10 minutes
- When to use AI prototyping vs. traditional development
- How non-technical teams can validate ideas before investing
What You'll Gain
After one hour, your team walks away with concrete knowledge, hands-on experience, and real deliverables — not just slides and theory. But most importantly: you will achieve the AI goals you defined at the start of this session.
Clear understanding of what generative AI can and can't do — no hype, just facts
Initial list of AI opportunities specific to your business and industry
Practical techniques to get better results from any AI tool, starting today
A functional app built live during the session — yours to keep and iterate on
Clear view of which AI initiatives deliver fast ROI and which need more planning
Recommended path forward — from workshop insights to production-ready AI
Your AI Journey
Starts Now.
Every AI-native company started exactly where you are today. One workshop is all it takes to go from curious to confident — drop us a message and let's make it happen.