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Document Intelligence
Why Enterprise Knowledge Is Not Just Unstructured Text
Enterprise AI discussions often begin with a convenient simplification: enterprise knowledge is treated as “unstructured text” that can be embedded, indexed, and queried with a conversational interface. This assumption makes…
Chatting with PDFs Is Not Document Intelligence
The ability to “chat with documents” is increasingly presented as a solved problem in enterprise AI. Upload a PDF, ask a question, receive an answer. The experience feels intuitive and,…
Why Most “AI on Documents” Systems Fail in Production
The Illusion of a Solved Problem Over the past few years, “AI on documents” has become one of the most confidently oversold problem spaces in enterprise software. The promise is…
Knowledge Buddy: Engineering a System for Document Intelligence at Scale
Most organizations today don’t suffer from a lack of data. They suffer from a lack of usable knowledge. Critical information lives inside contracts, reports, profiles, annexures, and historical records, which are…
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02. We already have systems in place so will this require a full rebuild?
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04. When does it make sense to use AI versus automation or rules-based logic?
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