Most people approach AI wrong. They try to learn tools instead of principles. Tools change. Principles don't.
What Changes When You're AI-Literate
Everything becomes less overwhelming.
New AI tool launches? Instead of panic, you can quickly assess: "Right, this is a text-to-image model with fine-tuning capabilities. I understand how this category works."
Your boss asks about implementing AI in your department? You can evaluate the proposal intelligently: "This could work for summarisation tasks, but we'd need to be careful about the hallucination risk."
Colleagues debate the latest AI development? You can contribute meaningfully.
Most importantly, you stop feeling like you're constantly behind. You develop the confidence to experiment, try new tools without fear, and ask good questions instead of nodding along.
How It Works
- Format: Interactive two-hour session
- Delivery: In-person or online
- Group size: 8–25 works best
- Follow-up: Resource pack + optional 30-day check-in
Includes live demos, group discussions, and exercises. No jargon. No death by PowerPoint.
Why Two Hours Works
People often ask: "Can you really learn AI in two hours?"
No. But you can become AI-fluent.
We're not trying to teach you everything about artificial intelligence. We're teaching you the foundational concepts that matter for working professionals.
Our two hours cover:
- Understanding AI systems: what they are, how they work, what they're optimised for
- Recognising capabilities and limitations: what AI does brilliantly, what it struggles with
- Evaluating new tools: a framework for quickly assessing anything new
- Working effectively with AI: structuring requests, interpreting outputs, iterating
- Avoiding common pitfalls: bias, hallucination, over-reliance
- Staying current: keeping knowledge fresh without drowning in hype
The Guarantee
After two hours, your team will understand AI well enough to:
- Evaluate any new AI tool
- Contribute meaningfully to AI discussions
- Use current tools more effectively
- Make informed adoption decisions
- Feel confident rather than overwhelmed
If that doesn’t happen, we’ll refund your fee and rerun the session differently.
The Problem Most Teams Face
Your team knows AI matters. Everyone’s talking about it. New tools launch weekly. ChatGPT one month, Claude the next, something else by Christmas.
So what do most organisations do? They send people on courses to learn specific tools. "Master ChatGPT in a day!" "Become a prompt engineering expert!"
This is backwards. By the time the course ends, the tool has changed. Confidence lasts three weeks, then vanishes. You can’t keep up by chasing tools. The landscape moves too fast.
What Smart Teams Do Instead
Smart teams focus on foundations.
- Don’t try to master ChatGPT – they understand how large language models work.
- Don’t memorise prompt templates – they learn how AI interprets instructions.
- Don’t aim for expertise – they aim for fluency.
Fluency means adaptability. Like language: when you’re fluent, you can read any book, even if some words are new. AI literacy works the same way.
Foundation-First Learning
Most AI training teaches you to fish in a specific pond. We teach you to recognise water.
In our two-hour session, you won’t learn thirty-seven ChatGPT tricks. You’ll learn:
- How AI systems think
- Why they behave as they do
- How to structure requests for better results
It’s not about technical detail. It’s about practical understanding.
Think of it like driving. You don’t need to know how an engine works. But you do need to know the rules of the road. Those fundamentals apply whether you’re in a Ford or a Ferrari.
Who This Is For
- Professionals who need to understand AI without coding
- Managers making AI-related decisions
- Team leaders helping staff build confidence
- Individuals tired of feeling behind but lacking time for long courses
Who This Isn’t For
- People who want to build AI systems from scratch
- Teams looking for immediate tool implementation
- Technical teams already versed in machine learning
- Those hoping to become consultants overnight
The Responsible Bit
Being AI-fluent includes knowing the risks: bias, data handling, hallucinations.
We cover the regulatory landscape in the UK, EU and beyond. Not in depth, but enough for informed, practical decision-making.
This isn’t fear-mongering. It’s the same as locking your car: sensible precautions.
What Happens If You Wait
AI adoption isn’t slowing down.
Organisations that build fluency now will make smarter choices, avoid mistakes, and adapt quickly. Those that delay will spend years playing catch-up.
Your team is already using AI, whether they realise it or not. The question is whether they’ll use it thoughtfully – or let it happen to them.
Next steps
Building AI fluency across your team starts with a conversation.
We'll discuss your specific context: what your team does, what they're worried about, what they need to feel confident. Then we'll design a session that addresses their real concerns rather than generic AI topics.
No sales pressure. No lengthy proposals. Just a straightforward chat about whether this makes sense for your organisation.
Ready to move your team from AI anxiety to AI fluency?
Questions? Email us at pete@giantkelp.com. We're happy to discuss your team's specific needs.