Insights
Practical AI, written down
Notes on using AI in real businesses — from someone who builds with it before teaching it. New articles as the roadmap rolls out.
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Agentic AI decision guide AI Agents for Business: What to Automate, Delegate or Keep Human
An AI agent can pursue a goal and act across tools. The useful business skill is not maximising autonomy—it is deciding exactly what the agent may see, decide and change, then proving that boundary with real cases.
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Policy template · Responsible AI AI Policy Template for UK Businesses: Practical Rules Your Team Can Use
A useful AI policy does not merely say ‘be responsible’. It tells a person which account to use, what information may enter it, what must be checked, who approves higher-risk work and what to do when something goes wrong.
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Practical build guide AI Coding Course for Non-Developers: Build a Working App Without Pretending the Code Is Magic
AI can turn a precise brief into working software surprisingly quickly. The durable skill is not accepting generated code—it is defining the product, inspecting changes, testing failure cases and knowing when a prototype needs an engineer.
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Implementation framework AI Strategy Consulting for SMEs: Build a 90-Day Roadmap That Produces Evidence
An AI strategy should not begin with a list of tools. In 90 days, it should turn one business problem into evidence: a measured pilot, an accountable owner and a clear decision to scale, revise or stop.
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Team implementation playbook AI Workshop for Business: Turn One Day into a 30-Day Working Pilot
A useful AI workshop should leave your team with more than inspiration. This evidence-led format selects one workflow, tests it against real cases and assigns the first 30 days of implementation.
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Learning roadmap AI Courses for Beginners: What to Learn, in What Order, and How to Practise
A beginner does not need 40 tools or a tour of AI history. You need a sequence: understand the limits, brief clearly, verify the result, then build one useful workflow you can repeat alone.
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Decision guide ChatGPT Course vs ChatGPT Consulting: Choose the Right Kind of Help
A course builds your capability; consulting solves a defined implementation problem. The expensive mistake is buying one while expecting the outcome of the other.
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Playbook AI for Marketing: The Workflows That Actually Save Time
Most 'AI marketing' advice is either magic-button hype or a list of tools. Here are the specific marketing workflows AI genuinely speeds up — and the ones where a human still has to stay in charge.
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Explainer What an AI Consultant Actually Does — and When You Need One
'AI consultant' can mean anything from a glossy strategy deck to someone who quietly automates half your admin. Here's what a good one actually does, how to tell them apart, and when you're better off learning it yourself.
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Playbook AI for Small Business: What You Can Automate This Week
You don't need a big AI project. You need a few small, repetitive jobs off your plate. Here are the ones a small business can actually set up this week — and how to do each one safely.
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Guide How to Write AI Prompts That Actually Work
The gap between a useless AI answer and a genuinely good one is almost always the prompt, not the model. Here's the simple structure I use — with real before-and-after examples you can copy today.
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Overview What a Private AI Tutor Actually Does — and Why One-to-One Beats a Course
Most people don't need another generic AI course. They need someone to sit beside them and apply AI to their own work. Here's what a private AI tutor actually does — and why one-to-one wins.
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Framework What to Automate First: A Simple Framework
The mistake isn't automating the wrong task — it's automating a flashy one before a boring, high-value one. Here's a simple way to decide what to automate first, with a scoring table you can copy.
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