AI Memory Needs Boundaries, Not More Tools
AI memory becomes useful when the business can answer four questions: what may be remembered, where it came from, who may use…
BLOG
AI in Practice
How AI behaves inside real work — context, permissions, and what breaks after the demo ends.
Stop Asking AI to Agree With You
AI is very good at making your preferred answer sound organized. That is useful for drafting and dangerous for decisions. When money,…
Mobile Code Approvals Need a Handoff
A phone is suitable for approving a clearly framed change. It is not suitable for reconstructing an unclear change from notifications, scattered…
A Good Prompt Is a Job Brief, Not a Magic Phrase
A good prompt is not a clever sentence. It is a compact job brief that tells the model what work to perform,…
Your AI Sounds Generic Because It Lacks a Business Context Pack
Generic AI output is usually a context-design problem. The model knows the category in general but not your offer, customer, operating constraints,…
GEO Is a Data-Quality Audit Wearing a Marketing Budget
GEO is not a new channel to game. It is the old data-quality problem with a brighter light on it: if your…
Stop Assigning AI the Judgment Calls It Can’t Make
AI should receive work according to the judgment required, not according to whether the task is repetitive or time-consuming. Some repetitive decisions…
Do You Need RAG? Use This Workflow Test Before You Build
You need RAG when an AI workflow must repeatedly answer from a large, private or changing body of approved knowledge that users…
Judge the Agent on Your Evaluation, Not Its Demo
An AI agent is not ready for work because it produced a good demo. It is ready only when the evaluation process…
NEWSLETTER
Sharper signal. Smarter decisions.
Join our newsletter for our best thinking on AI and systems, delivered straight to your inbox - no noise.
No spam. Unsubscribe anytime.