Why answers must cite or abstain, how permissions live inside retrieval, what single-tenant really buys you. Written up properly, one piece at a time.
Wikis go stale by design: they are a second copy of what the company already knows, and nobody owns keeping the copy true. A self-updating knowledge base is the one with no copy to maintain, answering from the primary sources directly.
Read the postWhere the data rests, what leaves per answer, whether the rights articles exist as working mechanisms, and how to hear an honest certification answer. A DPO's short list.
Read the postAdoption dies at the door of a new app. What it takes to answer inside the platforms a team already types in, with one identity, one permission model and citations everywhere.
Read the postSingle tenancy, self-hosting and self-hosted open-weight AI: which boundary each one moves, what should never change, and why the option existing keeps vendors honest.
Read the postGrounded answering, explained: why ungrounded AI makes things up, what cite-or-abstain changes, how contradicting documents are ranked, and the three questions that expose a fluent faker.
Read the postAI wired to company data is a new privileged surface. The threat model that matters, the controls we hold ourselves to, and the goals worth demanding industry-wide.
Read the postOne private brain per company: grounded answers with citations, single-tenant deployments, permissions inside every query. Our goals, stated so you can hold us to them.
Read the postNothing matches that search.
