Virtuio is making AI-enabled VFM a reality. Virtuio uses AI to virtualize and enhance physical flow. Use cases include production optimization in upstream oil and gas, lead detection in midstream and downstream, and feedstock loss mitigation in chemical production. Virtuio offers VFM via a Flow Optimization as a Service business model. Virtuio is moving forward with multiple pilot deployments with large industrial companies this fall.