takeoff reports, reducing manual counting and spreadsheet work. EstimAI uses language processing and computer vision models to analyze plans and legends, with an integrated annotation interface for users to review and adjust results. It supports estimating across sectors such as industrial metal fabrication, machining, and building trades. The platform is intended for estimators and project teams who need to respond to more RFPs, reduce estimation errors, and standardize pricing models based on historical data. EstimAI integrates with existing estimating and takeoff tools to streamline workflows.