Causal AI/ML Causality-as-a-Service
CML Insight's mission is to help companies analyze and catalog causal insights to help organizations know what's working and what isn't so they can improve their outcomes. Causal AI is a step forward from Predictive AI and answers many questions beyond basic risk predictions.
We have over twenty years of experience bringing Predictive and Causal AI to Healthcare, Defense, Education, and Fintech.
What is Causal AI/ML?
Causal AI/ML identifies the underlying web of causes of a behavior or event and furnishes critical insights that correlational models cannot do.
How do we predict customer churn? What activities and actions improve our chances to increase renewals and reduce attrition? How do we measure successful strategies and build an evidence-based catalog of actions to help train future CS and Sales professionals?
What supports and interventions drive student success outcomes? How do we quantify the impact? What edtech products really work and demonstrate evidence of efficacy. How do we improve the cycle of student from lead to application to enrollment to graduation?
How do we find & recruit the best employees? What Learning & Development resources are paying off? What investments help us retain employees? What actions help us with workplace safety?
How do we know which activities lead to higher CLTV and client satisfaction? How do we predict churn, when should we intervene and how? What strategies help our clients achieve the financial outcomes they desire in a timely way?
What treatments, nudges, and interventions drive better patient results? What combination of treatments help patients struggling with chronic disease. How do we optimize our portfolio of limited resources to drive the greatest return on patient outcomes?
Create impact with real data
CML Insight is a full cycle advanced data science consulting and software company. We kickstart and augment your AI analytics teams' work.
We built CML to help level-up an organization's AI/ML strategy through custom predictive and causal modeling to measure impact and efficacy of initiatives and products.
We are the go-to company for CEOs, COOs, CHROs, CLOs, and Chief Analytics Officers who want to generate critical insights and continuously improve on their critical KPIs.
Build an Evidence Catalog
Build a quantifiable evidence-based database that can supercharge your corporate Knowledge Management systems.
Scale & Automate AI/ML
Launch continuous production models in a matter of weeks for decision making with rigorous validation and accuracy.
Initiate Predictive Analytics
Generate key actionable insights based on what is likely to happen with customers, agents, students, patients, or staff.
Discover Causal Analytics
Receive advanced prescriptive (causal) insights into what actions are leading to successful outcomes and how impact potential they have.
Generate Lifecycle Insights
Visualize key momentum points, interventions, actions that lead to success or LTV for students, customers, or patients.