Adaptive Neural Router

Model Fusion extracts the optimal capabilities from each AI model for the specific task at hand. Different models excel at different aspects: some are better at context understanding, others at legal precision, others at factual accuracy. By taking the best of each and applying multi-head verification, we achieve accuracy levels no single model can match.

Mage uses a carefully selected ensemble of frontier models including GPT-5, Claude, Gemini, and our proprietary Mage-1 model fine-tuned for legal documents. Our router dynamically selects and blends outputs based on task requirements and confidence thresholds.

Every output passes through multi-head verification before delivery. This includes cross-validation between models, confidence scoring against legal-grade thresholds, and citation to source text. Attorneys can verify any extraction by clicking through to the original document.

Yes. Most legal AI tools use a single model. Mage's Model Fusion Technology combines multiple models to achieve higher accuracy on key clause extraction than any single model can deliver. We publish our accuracy methodology and validation process for transparency.

Mage uses API calls to frontier AI providers for document analysis. All providers are bound by strict data processing agreements that prohibit training on your data. Combined with our zero retention policy, your documents remain confidential and are never used for model improvement.