Skip to main content Skip to footer
Cognizant logo
Decision AI
Contact

Pushing the boundaries of AI

Decision AI is at the core of the Neuro® AI platform, designed to revolutionize decision-making across enterprises. This next-generation AI framework integrates multiple AI technologies including multi-agent orchestration, generative AI, deep learning, evolutionary AI, and trustworthy AI techniques into one powerful decisioning engine, empowering businesses to predict outcomes, optimize strategies and drive growth and innovation.

Introducing decision AI

Decision AI goes beyond predicting insights that help you make decisions—it prescribes actionable strategies using multiple AI technologies to balance competing objectives and improve KPIs.

Provides data-driven recommendation

Balances conflicting business objectives

Scales AI solutions across the business

Ensures decisions are explainable and trustworthy

The technologies powering decision AI

Together, these advanced AI technologies drive optimized decisions that transform complex data into strategic outcomes.

Multi-agent orchestration is a foundational component of decision AI, enabling a network of specialized agents to interact not only with humans but also with each other. Every agent handles a distinct task, such as data generation or prediction, while communicating across domains to ensure decisions are optimized throughout the organization. This real-time interaction allows for adaptive, holistic AI systems that drive efficiency and innovation.

Core capabilities:

  • Cross functional collaboration
  • Flexible and scalable systems
  • Optimized decision-making

Leveraging large language models (LLMs), it generates synthetic data, simulates potential outcomes and explores creative solutions that support decision-making by offering new insights and possibilities. By modeling various scenarios and crafting data-driven strategies, generative AI empowers businesses to make proactive, well-informed decisions across industries, even in the absence of complete data.

Core capabilities:

  • Synthetic data generation
  • Scenario simulation
  • Creative problem-solving

Deep learning is primarily used for prediction and processing large datasets through neural networks to identify patterns that traditional analytics might miss. By learning from data specific to the problem at hand, deep learning enhances decision-making through more accurate predictions and insights, enabling businesses to anticipate future trends and make more informed decisions.

Core capabilities:

  • High-confidence predictions
  • Continuous learning
  • Data-driven insights

Evolutionary AI prescribes optimal strategies by mimicking the process of natural selection, retaining only the most effective or “fittest” strategies over time. It tests multiple solutions simultaneously, prescribing actions that meet conflicting objectives like performance, cost and efficiency. By adapting to updated predictor models, evolutionary AI ensures that decision models stay relevant and drive continuous business growth.

Core capabilities:

  • Discovery of novel solutions
  • Multi-objective optimization
  • Continuous adaptation

Trustworthy AI is built on essential techniques that ensure AI outputs are reliable, explainable and transparent. These include uncertainty estimation to gauge confidence in predictions, explainability methods to clarify decision logic through rule sets, and interactive tools that allow users to explore variations and alternative solutions.

Core capabilities:

  • Uncertainty estimation
  • Explainability techniques
  • Interactive exploration
Our approach

With decision AI, we are committed to revolutionizing how enterprises operate, providing the intelligence and adaptability needed for today’s fast-paced environments. Our integrated AI-driven approach ensures that enterprises can transform data into actionable strategies, unlock new opportunities across their operations and deliver impactful results at scale.

View of monitor screen with various graphs showing.

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.