Insights

Selected external writing that reflects how we build practical systems with strong data foundations and AI-augmented workflows.

CNN for Image Classification

Why it matters: demonstrates how robust image pipelines can classify operational inputs consistently and support faster downstream decisions.

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Extracting Structured Data from Images with GPT-4 Vision + Instructor

Why it matters: shows a practical method for converting visual documents into structured, machine-usable data with controlled output formats.

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Sharing Data with Large Language Models

Why it matters: explains how to share business data with language models while preserving context, controls, and decision quality.

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