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How AI actually does knowledge work.

Longer pieces on the patterns underneath AI at work: what it needs to retrieve, what it has to know about your organization to interpret that, and what it takes to let it act.

Thought leadership

The Most Important Context Your AI Needs Was Never Written Down

Enterprise search can find what your company wrote. Most of the operating context AI needs was never written down at all, so it has to be taught or inferred, and then reconciled before AI can behave consistently.

Jeremy Schiff 11 min read
Thought leadership

ETL Built the Assembly Line. RARE Lets AI Drive.

Retrieve, Augment, Reason, Execute: a pattern for context-aware knowledge work across APIs. Where ETL follows a route decided in advance, RARE lets the AI work the route out from live data and how your organization actually operates.

Jeremy Schiff 11 min read

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Shorter, more practical pieces live in guides and comparisons, and step-by-step instructions live in the help center.

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