Notes on implementation discipline—written for operators and executives evaluating serious AI programs.
What most utilities discover in the first 12 to 24 months after go-live is that deploying the network and operating it are two completely different problems. Here are the five gaps that appear every time.
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A multi-location wellness practice needed instant, reliable access to clinical peptide knowledge. Here's how we built a production RAG system that delivered it.
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Most AI pilots fail before the model ever gets a chance to shine. The problem isn't the LLM — it's the retrieval architecture. Here's what goes wrong and how to fix it.
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