Where AI fails us, and workarounds.
Practical guides on AI costs, compliance, and strategy for UK businesses.
Most AI oversight either does nothing or becomes the single point of failure that takes your AI down. Here's what non-blocking human review looks like — and why oversight and prevention are two different jobs.
Read article →OpenAI is weighing deep token price cuts and Anthropic is expected to follow. Cheaper tokens sound like good news — here's why a price war makes your AI bill harder to control, not easier.
Read article →A sprinkle of AI here, a splash there, and we're cooking on gas. But AI bills you twice — once on the invoice, once on the planet. Here's what's really being burned, and why the same fix cuts both.
Read article →You can cut your AI bill without removing a single feature. Most businesses never touch the one lever that works: the prompt itself. Here's how to make every token count.
Read article →I hit Antigravity's free tier on a Friday morning. Then I tried to find out what I'd actually spent. The answer says a lot about where AI pricing is heading.
Read article →I went all in on AI. Replaced tasks, saved on headcount, moved faster. Then the costs crept back. Here's what happened and what to do about it.
Read article →Most businesses pick an AI provider once and never compare costs again. I ran the same tasks through three providers. The most expensive was 240x the cheapest.
Read article →Shadow AI is the AI equivalent of shadow IT — employees adopting AI tools without anyone tracking the cost or the data. Here's why your finance team can't see it.
Read article →AI spend is invisible. It's not one line item — it's dozens scattered across subscriptions, API usage, and embedded tools. Here's how to find the real number.
Read article →Most UK business owners think the EU AI Act doesn't apply to them. It does. Here's what you need to know before August 2026.
Read article →