Get great results from AI — every single time
Master a simple, proven framework for writing prompts that actually work — no coding, no jargon, no more copy-pasting outputs you can barely use. Built for everyday professionals who want AI to do what they ask, not what it guesses.
"I designed every lesson around one rule: you should be able to try what you just learned before the next one starts."— Judith Cannon
What you'll learn
What you'll be able to do
- Write structured prompts using proven frameworks (role, context, format, constraints) that consistently produce on-target AI outputs
- Diagnose why a prompt is underperforming and rewrite it in under two minutes using a systematic debugging checklist
- Apply chain-of-thought and few-shot techniques to tackle complex, multi-step tasks with AI assistance
- Build a personal prompt library of reusable templates tailored to your specific job or creative workflow
- Critically evaluate AI outputs for accuracy, bias, and gaps — and use follow-up prompts to refine results
- Adapt prompting strategies across different AI tools and model types so your skills stay relevant as the technology evolves
How it works
A school that adapts to you
This isn't a set of static videos. Every lesson is generated live and tuned to where you actually are.
We learn your level
A quick placement check tailors your starting point so you're never bored or lost.
Lessons adapt as you go
Each lesson is written for your pace and your goal, adjusting as your skills grow.
Your AI coach keeps you moving
Checkpoints, feedback, and gentle nudges turn progress into a real result.
The curriculum
What's inside your school
6 modules · 23 lessons
How AI Language Models Actually Work
Builds the mental model non-technical professionals need to understand why prompts succeed or fail.
- 1.1What Is a Language Model (and What It Isn't)Included
- 1.2The Input–Output LoopIncluded
- 1.3Why Your Results Feel InconsistentIncluded
The Anatomy of a Great Prompt
Introduces the core four-part framework — role, context, format, and constraints — and puts it into immediate practice.
- 2.1The Four-Part Prompt FrameworkIncluded
- 2.2Assigning a Role That WorksIncluded
- 2.3Adding Context Without OverloadingIncluded
- 2.4Setting Format and ConstraintsIncluded
- 2.5Putting the Framework TogetherIncluded
Diagnosing and Rewriting Weak Prompts
Gives you a fast, systematic checklist to spot what went wrong and fix any prompt in under two minutes.
- 3.1The Prompt Debugging ChecklistIncluded
- 3.2Common Failure Patterns and Their FixesIncluded
- 3.3The Two-Minute Rewrite DrillIncluded
- 3.4Iterating With Follow-Up PromptsIncluded
Advanced Techniques: Chain-of-Thought and Few-Shot Prompting
Unlocks two powerful methods for handling complex, multi-step tasks that basic prompts can't solve alone.
- 4.1What Is Chain-of-Thought Prompting?Included
- 4.2Designing Chain-of-Thought PromptsIncluded
- 4.3Few-Shot Prompting: Teaching by ExampleIncluded
- 4.4Combining Techniques for Multi-Step TasksIncluded
Evaluating AI Outputs and Thinking Critically
Develops the judgment to spot inaccuracies, bias, and gaps in AI responses — and fix them with targeted prompts.
- 5.1What AI Gets Wrong and WhyIncluded
- 5.2A Framework for Reviewing AI OutputIncluded
- 5.3Prompting to Fill Gaps and Correct ErrorsIncluded
Building Your Personal Prompt Library
Turns everything learned into a lasting, role-specific toolkit of reusable templates that grow with you and your AI tools.
- 6.1Designing Reusable Prompt TemplatesIncluded
- 6.2Mapping Templates to Your WorkflowIncluded
- 6.3Organising and Maintaining Your LibraryIncluded
- 6.4Adapting Your Skills Across AI ToolsIncluded
Who it's for
Is this you?
Marketers & copywriters
Stop churning out mediocre AI drafts — learn to prompt for on-brand, on-brief content that actually cuts your editing time.
Freelancers
Build a personal prompt library tailored to your services so AI becomes a reliable part of your workflow, not a gamble.
Knowledge workers
If your job involves research, writing, or analysis, structured prompting will save you hours every single week.
Busy managers
Learn to delegate to AI the way you'd delegate to a sharp team member — with clear briefs that produce work you can actually use.
Writers & content creators
Use chain-of-thought and few-shot techniques to get AI outputs that match your voice, structure, and creative intent.
Career changers & upskilers
Build a genuinely transferable, future-proof skill set — prompting frameworks that work across every AI tool, now and next year.
Questions
Frequently asked
Your teacher
A note from your teacher
Judith Cannon
If you've ever stared at an AI output and thought "this is technically an answer, but it's completely useless to me" — I built this course for you.
I know that feeling well. When I first started using AI tools seriously, I was convinced the problem was the technology. The outputs were inconsistent, weirdly formal, or just… beside the point. I'd spend more time editing the AI's work than it would have taken to write it myself. It felt like arguing with a very confident intern who'd never actually done the job.
What changed everything for me was realising that AI isn't a search engine you query — it's more like a collaborator you brief. And like any collaborator, the quality of what you get back depends almost entirely on the quality of the brief you give. Once I started thinking in terms of role, context, format, and constraints — a simple four-part structure I now call the Prompt Framework — my results improved almost immediately. Not slightly. Dramatically.
That's what The Prompt Lab is built around: a practical, repeatable system for writing prompts that work the first time. Not theory. Not hype. Every single concept in this course is illustrated with a real before-and-after example, because I believe the fastest way to learn anything is to see it done, then do it yourself. You'll also get a debugging checklist for when prompts underperform, advanced techniques for complex tasks, and a clear framework for critically evaluating AI output so you're never blindly trusting something that's subtly wrong.
The course closes with something I wish I'd had at the start: a personal prompt library. A curated collection of templates built around your specific work, ready to use whenever you need them. Because the real goal here isn't to become an "AI person" — it's to make your actual work faster, sharper, and more enjoyable.
I'd love for you to join us. Come as you are — curious, a little frustrated, maybe a bit sceptical. That's exactly the right starting point.
— Judith Cannon
Start your journey today
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- 6 modules, 23 lessons
- AI-adaptive lessons tuned to your level
- Quizzes & checkpoints to lock in progress
- Your own AI learning coach
- Learn on any device, at your pace
- Full access for as long as you're subscribed