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Technologies, Workflows, and the Future of Automation

Introduction: Document Processing is the New Data Infrastructure Document processing has quietly become the new data infrastructure of modern enterprises—no longer a clerical back-office chore, but a strategic layer that determines speed, accuracy, and compliance at scale. Consider this: At 9:00 AM, a supplier emails a scanned invoice to the accounts payable inbox. By 9:02,…

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A Guide for Enterprise Leaders

Introduction: Why Enterprises Need an ADP Layer Now Enterprise document volumes are exploding, yet back-office workflows are still clogged with manual routing, data re-entry, and error-prone approvals. Finance teams waste hours reconciling mismatched invoices. Operations pipelines stall when exceptions pile up. IT leaders struggle to maintain brittle integrations every time a vendor shifts a…

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Evaluating OCR-to-Markdown Systems Is Fundamentally Broken (and Why That’s Hard to Fix)

Evaluating OCR systems that convert PDFs or document images into Markdown is far more complex than it appears. Unlike plain text OCR, OCR-to-Markdown requires models to recover content, layout, reading order, and representation choices simultaneously. Today’s benchmarks attempt to score this with a mix of string matching, heuristic alignment, and format-specific rules—but in practice, these…

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