https://amitnaik.com/tags/company-knowledge/ Recent content in Company Knowledge on Amit Naik Hugo -- 0.144.2 en-us Mon, 28 Sep 2026 08:59:42 -0700 https://amitnaik.com/til/2026-09-28-turn-team-corrections-into-reusable-knowledge/ Mon, 28 Sep 2026 08:59:42 -0700 https://amitnaik.com/til/2026-09-28-turn-team-corrections-into-reusable-knowledge/ This article proposes capturing corrections, decisions, and useful workflows as shared company knowledge. The central idea is a learning loop: improvements discovered in one person's AI workflow should become reusable context for the rest of the organization. https://amitnaik.com/til/2026-09-28-semantic-layers-and-context-layers-solve-different-problems/ Mon, 28 Sep 2026 08:59:33 -0700 https://amitnaik.com/til/2026-09-28-semantic-layers-and-context-layers-solve-different-problems/ MotherDuck distinguishes semantic layers, context layers, and ontologies. Shared metric definitions, business context, and explicit relationships each contribute something different; choosing an architecture starts with identifying which of those problems an AI application actually needs to solve. https://amitnaik.com/til/2026-09-28-comparing-approaches-to-the-company-brain/ Mon, 28 Sep 2026 08:59:25 -0700 https://amitnaik.com/til/2026-09-28-comparing-approaches-to-the-company-brain/ Femke Plantinga highlights the variety of architectures being described as a company brain. Slite's accompanying research looks at components, maintenance costs, and build-versus-buy choices, helping turn a broad label into concrete design decisions. https://amitnaik.com/til/2026-09-28-design-company-knowledge-for-agents-to-use/ Mon, 28 Sep 2026 08:59:23 -0700 https://amitnaik.com/til/2026-09-28-design-company-knowledge-for-agents-to-use/ Jacob Posel argues for company brains designed around agent use and connections to live business systems. A static collection of documents is only part of the picture; usefulness depends on whether an agent can access relevant, current information in its actual workflow.