Notes on company knowledge, AI context, and turning scattered docs into memory every AI client can reach.
Dumping documents into a vector database feels like giving AI your knowledge. It isn't. Here's why retrieval falls short, and what memory does differently.
The models are good enough. AI gives generic, confidently wrong answers because it has no context on your company. Here's what actually closes the gap.
memrelay began as a folder template for company knowledge. Here's how it became living organizational memory every AI client can reach.