AI in practice
Where AI automation still needs human judgement.
Use AI for useful assistance, with clear boundaries, review points and a route when it is wrong.
Read the articleSoftware / Automation / AI
Useful thinking.
Ready to put to work.
Practical articles and notes on making business work better.
AI in practice
A practical approach to automating document admin.
Collect, extract, validate and route documents without losing the checks that make the work reliable.
Read the articleSmaller AI jobs. Lower costs.
The useful question is which jobs fit that tier. OpenAI positions GPT-6 Luna for focused work, such as extracting fields from an invoice. Ta…
6 Oct 2026Read on LinkedInAI inside the apps you use.
"Computer use" means an AI agent can read what's on screen and interact with software. It can click buttons and fill in forms, then move inf…
2 Oct 2026Read on LinkedInOpenAI's dots: what can they actually do?
Announced on 29 September, dots are always-on AI agents powered by GPT-6 Astra. Each has its own cloud computer and browser. You choose which…
1 Oct 2026Read on LinkedIn