Potomac Point Group
Boutique consulting services for the housing finance industry
Potomac Point Group was engaged by a Fortune 50 company to lead an AI-powered data integration, developing innovative methodologies to ensure accuracy and regulatory compliance.
Utilizing Human-in-the-Loop in Housing Finance
Project Background
Pure AI-based solutions are insufficient without human expertise and oversight in the housing finance industry due to high document complexity and strict compliance requirements. Due to Potomac Point Group's subject matter expertise, the firm was engaged to manage an AI initiative at a Fortune 50 company focused on processing unstructured, variable documents and generating structured data sets.
5,000+ critical unstructured documents processed across varying formats.
Applying the human-in-the-loop methodology, PPG transformed this initiative by establishing a comprehensive framework that combined AI capabilities with housing finance expertise. Working closely with the data science team, PPG built training datasets from scratch, developed extraction guidelines tailored to document variability, and implemented continuous validation cycles with expert oversight.
PPG Engagement
By systematically integrating human expertise with AI capabilities, PPG delivered a robust document processing solution that transformed unstructured narratives into reliable, structured datasets. The client achieved substantial improvements in both processing accuracy and speed while maintaining the regulatory oversight essential for risk management in financial services.