Our Research

AI Built for Percision and Trust

Research defines MTRI’s mission. We advance core methods in language modeling, knowledge retrieval, document intelligence, and trustworthy AI to enable organizations to depend on AI in legal services and other high-stakes workflows.
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Language and Knowledge Systems

Research in natural language understanding, dialogue modeling, and information retrieval. This includes AI-powered customer service, intelligent question routing, retrieval-augmented generation, and sentiment analysis - enabling accurate, context-aware interactions between clients and legal professionals.
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Document Intelligence and Compliance

Work on OCR, document parsing, and vision-language models to analyze legal documents in diverse formats. Focuses on precise extraction, classification, and integration of data, reducing manual effort while ensuring compliance and auditability.
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Trustworthy and Adaptive AI

Research in explainability, bias mitigation, continuous learning, and domain-specific fine-tuning. Emphasizes building AI that is transparent, reliable, and aligned with evolving legal standards and regulatory frameworks.