Company Brain for Enterprise AI: Why the Data Layer Decides Everything
Article summary
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When your best people leave, everything they knew leaves with them. The pricing exceptions. The churn playbook. Why Q3 really dipped. What's left is scattered across wikis, chat threads and half-remembered decisions — and now you're pointing an LLM at it and asking for answers you can act on. The part everyone skips Almost every company brain being built right now is retrieval. Index the documents, embed them, search them, feed the chunks to a model. That answers "what did we say about X?" It…
1Key Takeaways
- When your best people leave, everything they knew leaves with them.
- What's left is scattered across wikis, chat threads and half-remembered decisions — and now you're pointing an LLM at it and asking for answers you can act on.
- The part everyone skips Almost every company brain being built right now is retrieval.
- Index the documents, embed them, search them, feed the chunks to a model.
2AIWedia Score
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — AI reports that when your best people leave, everything they knew leaves with them.
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