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Automation.

Everything I've written about automation. Start at the top; the list compounds.

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Document Extraction Pipelines: Combining Vision Models, OCR, and Validation

Three clients, three different industries, nearly identical problems. A London law firm could not extract clause information from contracts arriving in mixed formats (PDF, DOCX, scanned images). A Manchester manufacturer needed structured data from supplier in

OCR Pipelines That Actually Work in Production: Lessons From 2M Documents

Over the last two years I have processed roughly two million documents across five client projects: medical records for a Karachi cardiology clinic, customs forms for a Berlin logistics company, insurance claims for a Bahrain broker, property contracts for a D

Self-Hosted vs. API LLMs for Internal Tools: A Real Cost Breakdown

This is the question I get most often from clients who have been running LLM-powered internal tools for six months: should we keep paying OpenAI or move to a self-hosted model? The honest answer is that it depends on four specific variables, and I can give you