The Real Cost of Running AI in Production
A model that works in development sometimes costs ten times as much to run in production. Here is where the money actually goes and how to estimate before you commit.
AI & Automation
AI Agents vs. Chatbots: What the Distinction Actually Means
The difference between an agent and a chatbot is not semantic. It is architectural. Agents can take action; chatbots cannot. That changes what problems they solve.
Building an AI Policy for a Team of Ten
Most organisations have no written rules about what people can do with AI. That is fine until someone uploads confidential information to a public system. Here is the minimum you need.
When AI Gets It Wrong: Understanding Hallucination and How to Design Around It
AI systems confidently produce false information. This is not a bug that will be fixed. It is architectural. Here is how to design systems that work despite it.
Prompt Engineering Is Just Clear Writing: A Practical Guide
The techniques that make AI produce better output are identical to the techniques that make writing clear to humans. No special ritual required.
How Small Businesses Can Actually Use AI Without Wasting Money
Most small businesses adopting AI get the sequence wrong. Here is a practical framework for finding the tasks worth automating, and the ones that will cost you more than they save.