At CML Insight, our mission is to empower organizations with advanced AI and machine learning solutions that drive measurable results. We specialize in partnering with businesses and government organizations, including water utilities, to elevate their data science capabilities and unlock actionable insights. Our expertise in delivering custom predictive and causal models is particularly valuable in addressing the pressing challenges faced by water utilities in today's era of increasing water scarcity and environmental concerns.

These are turbulent times for higher education.  There are many accelerators and disruptors that are driving change, especially transformative change

A new collaborative intelligence (CI) will enable humans and machines to work together to solve complex problems and create innovative solutions, but only if we determine and apply the parameters that each (humans, machines) bring to the table

Excerpt from our latest Fall 2022 eBook/Report - The Causal AI/ML Revolution in Education

Machine learning (ML) has become popular in many industries as a way to improve business outcomes. As machine learning is becoming commoditized, it is important to understand potential downside risks of improperly using machine learning and to proactively design ML/AI systems to improve equity and effectiveness in the real world of heterogeneities. 

A Conversation with Dave Kil

"Predictive modeling has represented the core of machine learning analytics, leaving real-world evidence (RWE) of treatment effectiveness untouched"