What it costs to put AI to work in a company: the real budget
A dollar breakdown of what it costs to put AI to work over the documentation of a forty-person company: licenses, rollout, training, and the work the AI does.
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What we learn putting a company’s knowledge in order
Notes on documentation, permissions, search and AI agents, written from the work with companies of twenty to two hundred people.
We write in Spanish first. 4 of the 16 posts are translated here by hand; the rest stay in Spanish. Read the full blog in Spanish
RAG explained without the jargon: how AI answers with your company documents
What RAG means, why it is the opposite of training a model on your documents, where it fails in practice, and what to ask a vendor who offers it.
How to build an internal knowledge base your team will actually use
A five-step method for an internal knowledge base people really use, with the folder structure, the template, and the mistake that kills it in two months.
AI agents for companies: what they are, what they do, and what they cost
The difference between an AI chat and an agent that works inside your documents, the four tasks it does well, the three it does not, and the cost in dollars.
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