Which facts in your AI's memory has anyone checked?
AI tools treat every fact you give them as equally true. A fact with no source, date or owner is a guess with good manners. Give each one a status.
What we learn putting sales follow-up, back office systems and AI to work, first in our own businesses and then in our clients'.
AI tools treat every fact you give them as equally true. A fact with no source, date or owner is a guess with good manners. Give each one a status.
Gartner expects over 40% of agentic AI projects to be cancelled by 2027, and says many agents on sale are not agents. Six questions to ask in the demo.
AI memory features remember things you never asked them to and forget things you needed. A business needs memory it can open, edit and audit.
Most firms now run several AI tools, and each one has been told a different version of the business. Count them, then decide where the context lives.
An internal audit this week found the same habit across every live system we run. It is the habit most owner-run firms have too.
Most firms keep their AI context inside one vendor's product without deciding to. Why that matters, and how to keep your company memory portable.
Rules passed on by word of mouth drift. Rules written without a reason get broken at the edges. A simple format that works for staff and AI alike.
Most AI damage happens at the moment something leaves the building. Where to put approval gates, and why written rules alone are not enough.
The memory features in ChatGPT, Claude and Copilot remember a person. A firm needs its AI to remember the firm. Here is the difference in practice.