MapDeduce is an AI-powered tool designed to help users efficiently gain insight into complex documents. This application uses advanced machine learning algorithms to summarize pdf files in any language, helping users identify the most important information within a document quickly. MapDeduce can also help users ask the right questions based on document type, providing valuable insights into the content of a document. More importantly, MapDeduce assists users in spotting potential red-flag terms in contracts. It analyzes documents, identifies uncertainties and risks, and protects users before signing any contract. Additionally, the tool also offers the ability to compare similar documents in the future, providing a useful benchmark for decision making. MapDeduce is a tool committed to transparency and accountability, and users can provide feedback to improve the quality of the service. All the feedback can also be used by the AI to train the models and provide better recommendations.