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Expertise, Amplified.

AI that brings greater speed, scale, and insight to expert analysis.

At Analysis Group, AI amplifies the expertise that has always defined our work. Across economics, health care, finance, data science, and litigation, our consultants have the ability to use AI to go deeper, move faster, and work at greater scale – analyzing more information, evaluating more scenarios, and connecting evidence across sources to help clients answer their most complex questions.

How Analysis Group is Able to Apply AI

Analysis Group is able to apply AI across the analytical lifecycle, from research and evidence review through modeling, testing, validation, and interpretation. These capabilities can extend the work of our experts and consultants, helping them:

  • Accelerate research, literature review, and knowledge discovery.
  • Analyze structured and unstructured data at greater scale.
  • Evaluate larger datasets and more complex analytical models.
  • Model more scenarios and test additional hypotheses.
  • Support health economic research and real-world evidence analysis.
  • Strengthen predictive, statistical, and causal analysis.
  • Expand quality assurance through additional testing, cross-checking, and validation.
  • Efficiently identify patterns and surface insights for exploratory analyses.

These capabilities draw on a variety of technologies and analytical methods including:

  • Large language models (LLMs) Large language models (LLMs)
  • Predictive analytics Predictive analytics
  • Machine learning Machine learning
  • Statistical learning Statistical learning
  • Natural language processing (NLP) Natural language processing (NLP)
  • Causal inference Causal inference

Expert judgment guides the analytical process – from the questions asked and methods selected to testing, validation, and interpretation. The result is the rigorous, multidisciplinary analysis our clients rely on, delivered with greater speed, scale, depth, precision, and analytical reach.

Featured AI Insights and Applications

Artificial Intelligence and Real-World Evidence in Oncology Research Artificial Intelligence and Real-World Evidence in Oncology Research Advancing AI-Driven Precision Health and Evidenced Medicine Research Advancing AI-Driven Precision Health and Evidenced Medicine Research Understanding the Impact of Structured Guidance on Al Use Understanding the Impact of Structured Guidance on Al Use How Al Can Enhance Securities Litigation Analysis How Al Can Enhance Securities Litigation Analysis Examining Competition and Market Frictions Across the AI Stack Examining Competition and Market Frictions Across the AI Stack
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Selected Contributors to Our AI Work

These Analysis Group professionals are helping shape how we use AI across the firm, developing and applying capabilities that expand what our teams can achieve.

Selected Experts on AI and Its Impact

Our network also includes leading experts who study AI and its implications, bringing deep substantive expertise to client matters where AI itself is part of the question.

Additional AI Resources

Analysis Group’s AI Blog Explore AI-Enhanced Analysis Connect with our AI Experts

Expert witnesses working with Analysis Group on litigation matters have different approaches to the use of AI. Analysis Group uses AI in accordance with applicable client, court, and expert requirements and preferences.