The weekly report nobody reads, and the one nobody trusts
Reports pile up because each was asked for once. AI makes them cheaper to produce and easier to ignore. A short register decides which ones earn a place.
What we learn putting sales follow-up, back office systems and AI to work, first in our own businesses and then in our clients'.
Reports pile up because each was asked for once. AI makes them cheaper to produce and easier to ignore. A short register decides which ones earn a place.
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.
AI-made work that looks finished but is not costs the person who receives it close to two hours. Where that cost lands and what cuts it.
Everyone quotes MIT's 95% figure. Few quote the reason the report gives for it, and that reason is the useful part for a business owner.
Three times this summer our own AI steps fell back to generic output without an error anyone could see. A timeline, and what a model change exposed.
Teams and AI tools both repeat failed experiments when lessons live in memory instead of on paper. How a short learnings log changes that.
Connecting an AI assistant to all your documents feels like giving it company knowledge. It mostly gives it your archive. What a memory adds on top.
Most AI damage happens at the moment something leaves the building. Where to put approval gates, and why written rules alone are not enough.
A drafting step in our own back office was quietly returning templates instead of real drafts. No error, no alert. How we found it and what changed.
Every new chat starts from zero, so teams spend the first ten minutes re-explaining. Questions and answers on why it happens and what helps.
Models guess when they lack a fact, and they guess with confidence. A short verified-facts page fixes the internal facts. It does not fix the rest.
AI drafts that sound right and get your policies wrong usually have one cause. The model has never been told how your company works.