Theo AI is a company that provides a legal prediction engine to forecast the outcome of legal disputes. It helps lawyers estimate the odds of success, determine the range of recovery, and learn from similar case patterns. The company uses historical AI to review existing documents, automate legal workflows, and generate legal documents, and future AI to provide predictive insights for better decision-making.