CML Insight (Causal AI/ML Platform) is a software company based in Austin, Texas, specializing in helping organizations understand the cause-and-effect relationships within their enterprise data. CML Insight provides a self-learning Causal AI reasoning layer that enables businesses to make evidence-based decisions by revealing how their actions influence outcomes.
How does CML Insight's platform work?
CML Insight's platform leverages causal artificial intelligence and machine learning to analyze enterprise data and uncover the underlying drivers of results. Instead of relying solely on traditional predictive analytics, their system focuses on identifying the causal impact of business decisions, which can help organizations optimize strategies, interventions, and resource allocations with greater confidence.
The key differentiator is the platform's ability to continuously learn from new data and adapt its reasoning layer, providing up-to-date, actionable insights into what is truly driving performance and outcomes.
Who uses CML Insight?
CML Insight serves a diverse range of clients across industries, including:
- Americor
- Fair Appraisal Now
- JG Wentworth
- Kids Read Now
- National University
- Prescience AI
- Polaris
- Texas 2036
- University of Central Florida (UCF)
- US Air Force
- University of Texas at Arlington (UTA)
- Vayu
- Astro Mind
- Matter and Space
- Center for Astrophysics
These organizations utilize CML Insight's platform to gain deeper understanding of the causal links within their operations, facilitating smarter, evidence-based decision making.
How was CML Insight started and who leads the company?
CML Insight was founded by a team with deep expertise in data science, software engineering, and organizational growth:
- David Kil (CEO & Founder): Over thirty years leading data science teams.
- Daya Wimalasuriya (CTO & Co-Founder): Experience in both academia and the software industry.
- Rupal Shah (Chief Growth Officer & Co-Founder): More than twenty-five years as a high-growth start-up operator.
- Mike Villarreal (Principal Data Scientist and Director of Strategic Partnerships): Focused on the intersection of data science and improvement science.
- Asiri Warnakulasuriya (Director of Engineering & Managing Director SL Operations): Specializes in architecting robust, scalable infrastructure.
Their combined expertise ensures that CML Insight's platform is both technically advanced and aligned with real-world business needs. More information about their research and approach can be found on their About page.
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