Notes on company knowledge, AI context, and turning scattered docs into memory every AI client can reach.
A hands-on Claude Code guide for people who run a business, not a codebase. Setup, context, skills, agents, and safety, without the developer jargon.
Google Cloud's Open Knowledge Format makes markdown the standard for company knowledge in AI. It's the foundation memrelay runs on, and only the beginning.
Fancy formats feel professional and read terribly to both people and machines. Here is why your company knowledge belongs in plain, boring markdown.
You decided to give your AI your company's knowledge. Here is the short, ordered list of what to write down first, and what to leave for later.
Do a task well once, save it as a skill, and never explain it from scratch again. How small reusable AI workflows compound into real speed.
The goal was never to know more about AI. It is to work differently. Here is the test that tells you whether your AI use is actually working.
Most AI meeting tools hand you a summary that dies in an inbox. The point was never the summary. It is what should happen to the decisions inside it.
Prompt wording gets all the attention, but it is the small part. What the AI already knows before you type is what actually decides the answer.
AI at work has a handful of real risks, and they are boringly avoidable. Here is the short list every manager should hand their team before they start.
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.
Occasional notes on company knowledge and AI context. No noise.