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Jul 20, 2026What Changed When Deep Search Took Over Our Research Pipeline (Production Case Study)
We hit a plateau inside a product team whose core feature depended on turning dense academic papers...
Jul 20, 20265 min read0 reactions0 comments
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Jul 18, 2026Intelligent document processing in 2026: KYC and claims automation for Indian BFSI
Intelligent document processing in 2026: KYC and claims automation for Indian...
Jul 18, 202610 min read0 reactions0 comments
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Jul 10, 2026What 1,000 invoices a month actually costs across five document-AI APIs
Pricing pages for document-extraction APIs are written to win a different comparison than the one you...
Jul 10, 20262 min read0 reactions0 comments
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Jul 18, 2026Small Search vs Deep Research: Which Route Clears the Document-AI Crossroads?
Project budgets, timelines, and a noisy pile of PDFs-the moment a team reaches this crossroads is...
Jul 18, 20265 min read0 reactions0 comments
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Jul 17, 2026Why Deep Research Pipelines Break (and How to Architect Them Right)
On 2025-03-18, during a routine audit of a document-intake pipeline for a PDF-heavy product, a simple...
Jul 17, 20265 min read0 reactions0 comments
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Jul 11, 2026What Changed When Our Document AI Pipeline Hit a Wall - And How We Restored Throughput
On 2025-09-12, during a production rollout of the document-indexing pipeline for Project Atlas, the...
Jul 11, 20265 min read0 reactions0 comments
Why We Switched Summary-Level Extraction from LangChain to Anthropic's Native LLM
What is LangChain to Anthropic’s Native LLM LangChain to Anthropic’s Native refers to the...
Jul 10, 20267 min read1 reactions0 comments
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Jun 23, 2026Document Automation with Bedrock: A Modernization Journey
How to migrate legacy document processing pipelines to Bedrock Data Automation with human-in-the-loop, audit trails, and governance in financial-grade environme
Jun 23, 202612 min read0 reactions0 comments
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Jun 4, 2026Structuring MinerU output into a clean doc tree
Last Updated: 2026-06-04 In part 1 I parsed the whole 5,039-page ECMA-376 Part 1 standard with...
Jun 4, 20269 min read0 reactions0 comments
Intelligent Document Processing: OCR & AI Classification
Intelligent Document Processing: OCR & AI Classification (Part 1) TL;DR: Intelligent...
Jun 2, 202613 min read1 reactions0 comments
Document AI: Extracting Information from Documents
Document AI: Extracting Information from Documents Picture this: your finance team...
Apr 20, 20267 min read0 reactions0 comments
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Mar 27, 2026Stop Sending Every PDF Page to a VLM: A Parser-First Document AI Pattern with LiteParse
I tested LiteParse on a real PDF workflow and it changed how I think about Document AI pipelines. Here is the parser-first pattern I would use before escalating pages to a VLM.
Mar 27, 20265 min read0 reactions0 comments