Three problems every company hits once AI work starts to matter.
Not the AI problems you read about. The boring operational ones that show up in month four, when the prompts people wrote are load bearing and nobody can say who owns them.
The prompt that broke three teams
An AI instruction is a shared dependency, and most companies still edit theirs like a memo. Here is what it costs, and what changes when versions stop being editable and start being published.
Read the post →One door for every tool
Connecting AI to your systems team by team looks fast and ends up unmeasurable. A single door costs one week of setup and buys you usage, cost, control, and a warning before a vendor changes something.
Read the post →Permissions cannot be added later
The moment company knowledge becomes searchable, it becomes leakable. Why bolting access control onto a finished search index never quite works, and what it means to decide scope at the start instead.
Read the post →Start compounding your team's AI knowledge.
We are opening a small founding design partner cohort, limited by how much hands on onboarding we can give each team.