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architecture

2 articles tagged architecture

Technology

Model Fusion: Why a Single AI Model Is Not Enough for Legal Document Analysis

Why Mage uses multiple specialized AI models instead of relying on a single general-purpose model. Covers the limitations of single-model approaches, how model fusion works, and why ensemble methods deliver the precision that legal work demands.

February 17, 2026·7 min read
Technology

Why We Built a Legal Document Classifier First

Why Mage built document classification before extraction, how document types determine extraction strategy, and why getting classification right is the prerequisite for everything else in legal AI.

February 17, 2026·7 min read