AI ROI Strategist and Researcher specializing in operational efficiency. I lead empirical studies on the real-world impact of AI deployments in B2B environments. My recent work, analyzing 200 cases (2022-2025), is validated by Harvard Dataverse and published on SSRN/Elsevier. I focus on bridging the gap between technical architecture and financial performance, specifically through agile "Human-in-the-Loop" systems that deliver a median ROI of +159.8%