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Straight talk on using AI in your business.

No hype, no jargon. Practical guides on where AI actually helps a small business, how to use the tools well, and what to leave alone. This is the thinking behind the work we do, shared in the open.

Getting started

Where AI actually saves a small 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 small 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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