Free resource

AI that matters for your business.

A free resource for businesses and individuals trying to keep up with a fast-moving world of AI. It can feel overwhelming, so we do the watching for you: the hours of videos, the podcasts, the courses, the leading minds. Then we distil it down to what actually helps you grow your business, with the noise and the hype stripped out.

Free AI Opportunity Scorecard

How much could AI do for your business?

Answer a few plain questions about how your business runs. We will show you the three places AI is most likely to save you time or win you work, and where we would start. No jargon, no hard sell.

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Getting started

Where AI actually saves a business time (and where it is a waste)

Forget the hype. Here is an honest map of the jobs where AI pays off for a business today, and the ones where it will quietly waste your money.

4 min readRead guide

Using the tools

How to write prompts that get useful answers

Most people get vague answers from AI because they ask vague questions. A few small habits turn it from a party trick into a tool you can rely on.

4 min readRead guide

Automation

Five jobs you can hand to AI this month

Practical, low risk places to start. The kind that give you time back without a big project or a developer.

5 min readRead guide

AI systems

AI memory systems for businesses: what you actually need

Vector databases, RAG, knowledge graphs: the jargon makes AI memory sound like something every business must buy. Here is what each one is, and how to match it to your size instead of the hype.

7 min readRead guide

Cost & efficiency

Context management and cutting your AI bill

If you run AI at any volume, most of your bill is wasted tokens. Here is how context discipline, smart model routing through OpenRouter, and cheap models like GLM bring the cost down without hurting quality.

6 min readRead guide

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Reading is the easy part. If you would rather we work out where AI helps your business and build it with you, that is what we do.

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