carrot carrot carrot Change Centers x cognizanti collaborators create-folder Data Science Decisive Infrastructure download download edit Email exit Facebook files folders future-of-work global sourcing industry info infographic linkedin location Mass Empowerment Mobile First our-latest-thinking pdf question-mark icon_rss save-article search-article search-folders settings icon_share smart-search Smart Sourcing icon_star Twitter Value Webs Virtual Capital workplace Artboard 1

Please visit the COVID-19 response page for resources and advice on managing through the crisis today and beyond.

No Results.

Did you mean...

Or try searching another term.

Causality Engine

What is a causality engine?

A causality engine is a technology platform that learns, understands and draws conclusions based on causation, not merely correlation, of data input. While most automated machine learning (autoML) platforms develop an algorithm and test a model with a desired outcome in mind, a causality engine bypasses preconceptions and predetermined algorithms. It first adopts a hypothesis as an outcome, then parses massive amounts of data to determine which factors align most closely with that result.

What are the business benefits of a causality engine?

A causality engine enables business users to:

  • Better understand and address the bias and predictive signals hidden in data.
  • Gain the correct actionable insights and models to explain predictions and ensure the quality level of predictive behaviors in data.
  • Quickly determine what matters most in a data set and pinpoint the best actions to take in order to achieve the desired business outcomes.
  • Prioritize causal and relevant factors, and dispense with non-relevant correlative ones, to know what drives certain results and select an effective course of action to achieve them.
  • Generate outcomes even in volatile business environments, ignoring outlier or missing data and quickly amassing and adjusting to new data.

Causality Engine Featured Content
Understand What Drives Behavior and Decision-Making
Causality AI Maximizes Debt Collection
Cognizant Evolutionary AI

Back to

Glossary
INDUSTRIES
SERVICES
COGNIZANT CONSULTING
LATEST THINKING
ABOUT COGNIZANT
GLOSSARY
INFORMATION FOR SUPPLIERS