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2026-04-18 document intelligence

Why AWS Textract isn't enough for invoices

Commercial OCR APIs get you 70% of the way. The last 30% is where your data actually lives — line items, tax calculations, vendor-specific layouts. Here's how we bridge the gap.

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2026-04-12 computer vision

Visual QA at 1000 images/minute

Generic vision APIs are slow and expensive. We built a custom CV pipeline that processes 1M images/day on a single GPU instance.

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2026-04-05 ml analytics

Churn models that explain themselves

A churn score is useless if your CS team doesn't know what to do with it. We use SHAP values to give per-user explanations.

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