Rag

4essays ·All tags

Architecture24 min read

Why Your IDP Doesn't Know About Your APIs

Document processing tools and API integration tools are built in separate product categories, sold to separate buyers, and never talk to each other. The gap between them is where most enterprise AI workflows break.

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  • Llm Ops
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  • Security
Architecture24 min read

The $150,000 Invoice

The license fee is the smallest number on your ABBYY or Hyperscience invoice. A complete breakdown of what enterprise IDP actually costs — and what the same outcome costs when you build the pipeline from open-source components.

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  • Llm Ops
  • Vault
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Architecture24 min read

The Institutional Knowledge Tax

Every AI session starts from zero. Your team pays the re-explanation cost every single time. A structural look at what cross-session memory actually requires — and why most teams don't have it.

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  • Vault
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  • Llm Ops
  • Token Efficiency
Architecture24 min read

The Per-Page Trap

Virtual data room vendors charge $0.40–$0.85 per page. A 10,000-page M&A deal room costs $4,000–$8,500 in per-page fees alone — every time you run a deal. A breakdown of how per-page VDR pricing works, why it compounds against you, and what the pipeline-native alternative looks like.

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  • Llm Ops
  • Vault
  • Rag
  • Security