• Defining the IDP Excellence Roadmap: Executing a strategy to move our core extraction and classification engines from "functional" to "market-leading." • Maximizing Extraction Accuracy: Partnering with Data Science and Engineering to relentlessly improve F1 scores, precision, and recall across structured, semi-structured, and unstructured document types. • Leading Competitor Benchmarking: Staying hyper-current on the competitive landscape to ensure Insight DXP offers superior differentiation in extraction quality. • Scaling Intelligence: Managing the lifecycle of machine learning models, from initial training and testing to global production at an enterprise scale. • Driving Industry-Specific Precision: Collaborating with our Solutions teams to ensure our core engine handles specialized industry documents (e.g., 500-page mortgage files or complex medical records) with high accuracy. • Optimizing the Human-AI Loop: Providing the logic and "intelligence signals" that power our human-in-the-loop applications, ensuring human validators are only used where they add the most value. • Ensuring Data Integrity: Working with the Platform Architecture team to guarantee that every piece of data extracted is transformed and validated according to strict enterprise standards.