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Technical Deep Dive

2 articles in this category

Technical Deep Dive

Most 'Legal AI' Is Just a Foundation Model Behind a Brand. Here's Why That's Not Enough.

Foundation models extract text. Legal-Native Intelligence understands how legal documents actually work. Here's what that means and why it matters for M&A diligence.

February 13, 2026·8 min read
Technical Deep Dive

Our Accuracy Methodology: How Mage Validates Extraction Quality

A deep dive into how Mage achieves best-in-class extraction accuracy through paragraph-level processing, multi-model consensus, and a relentless focus on quality over AI slop.

December 10, 2025·7 min read