Causal ML

What is CML Insight?

CML Insight is an advanced data science product and services company designed to help e organizations measure the impact and efficacy of their initiatives, programs and products to improve outcomes. Using advances in Causal AI/ML our highly experienced data scientists and machine learning experts leverage novel approaches to uncover the causal relationships in your data.

We provide insights using your historical information, and more importantly we help you run experiments to continuously improve the organization against critical KPIs.

Our Approach

We develop an initial set of insights using your historical data set. We then focus on your KPIs, the ones you are trying to improve and have the highest effect on solving your operational problems or student success challenges. We provide specific evidence-based recommendations so you don’t have to guess and we track the efficacy of those experiments over time.

Using Causal ML, we leverage a defined set of complementary ML algorithms with a focus on improving business KPIs or student success, not just on predicting risk.