Why answers must cite or abstain, how permission decides what exists for you, what single-tenant really buys you. Written up properly, one piece at a time.
Every paste into a consumer chatbot is a question your own systems could not answer fast enough. Security vendors sell detection, which reads the app and never the question. What the 2026 breach data actually shows, how far Microsoft's new Shadow AI controls really reach, and why the only fix that scales is making the company answerable.
Read the postGlean is Google for your company: it finds where things are stored. Naxis is the private knowledge engine that knows what is actually true right now. Different machines, different questions, different prices. An honest way to choose, and the Glean alternative for companies of 5 to 200 people.
Read the postLidl wrote off €500 million trying. Birmingham City Council is £144 million in and reinstalling from scratch. Consolidation megaprojects fail for a structural reason: real work is too fluid to hold one shape. The part you actually wanted, one place to ask, never needed the migration.
Read the postWikis 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 answering on your own hardware: 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 knowledge engine 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.
