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AI at Speed and Scale

APPLYING EVOLUTIONARY AI TO CREATE NEW SOLUTIONS

BETTER
REAL-WORLD SOLUTIONS FOR BUSINESSES


Staying relevant today requires companies to focus on personalization, efficient operations, cost containment and risk management.

These are the key factors in driving innovation and defining strategy. Businesses need systems capable of converting unprecedented amounts of available data into actionable solutions. Deep learning is transforming AI and demonstrating how machine learning can make a difference in the real world. However, it has limitations because it is focused on modeling what we already know. 

Inspired by biological evolution, Cognizant’s powerful Learning Evolutionary Algorithm Framework (LEAF) is now a part of Cognizant’s AI&A offerings. Applying previously academic work in evolutionary AI modeling, Cognizant LEAF enables you to rapidly test many generations and arrive at viable solutions to complex business problems. Evolutionary AI technologies are making it possible to discover entirely new objects and behaviors—to maximize a given objective and yield solutions that do not yet exist.

OUR APPROACH

The Cognizant LEAF AI system begins by generating—and then comparing—a diversity of candidate agents (genes) to distinguish which ones are better suited to solve a particular problem. A “fitness score” is assigned to each candidate based on how well it performs relative to its peers.  

Through masses of generations, distributed over millions of CPUs, the system gradually converges on solutions, resulting in code that works to solve the complex problems across all industries. This breakthrough technology allows businesses to scale evolutionary AI techniques to solve the most complex business problems.

  1. Improve Predictions: Evolving Deep Network architectures means the LEAF AI can automatically design AI solutions that are better than the alternatives designed using many PhD-days of human labor.
  2. Drive Impactful Outcomes: Evolving and iteratively improving a decision prescription system with a goal to impact outcomes important to your industry is a unique feature in LEAF.
  3. Facilitate Effective Experimentation: To AI-enable a business, it must go through many experiments, trying out different approaches, measuring success, and learning from each iteration. LEAF can augment or even replace this process using a principled AI-based approach.

SPOTLIGHT

What Is Evolutionary Computation?

 

Evolutionary Computation can deliver unique solutions to complex problems.

WATCH VIDEO
THE ROLE OF SURROGATE MODELING

 

Quickly evolve models and predict real-word outcomes using neural evolutionary computing.

WATCH VIDEO
THE MISSING LINK IN AI

 

Rapidly test and arrive at viable, unique solutions to complex business problems.​​

LISTEN TO PODCAST

TAKE THE FIRST STEP

Serving customers by looking forward as well as back is a big promise, but the power of today's new digital capabilities is vast and growing.

Let's talk about how digital can work for your business.

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