Cognizant Neuro AI Decisioning

• Opportunity Finder Agent
• Scoping Agent
• Data Generator Agent
• Data Engineering Agent
• Predictor Agent
• Uncertainty Agent
• Prescriptor Agent
• Chat Agent

Opportunity Finder Agent helps businesses discover decision-making use cases and the most valuable opportunities for Decision AI. Simply enter your company name; Opportunity Finder Agent then generates a list of potential decision optimization use cases including improved revenue streams and cost savings.

Scoping Agent leverages generative AI and data analysis to identify relevant data categories and success metrics for a chosen use case. For example, this agent defines the contexts, actions and outcomes for each AI solution.

Data Generator Agent prototypes AI models by generating synthetic data for testing, enabling users to validate approaches before applying real-world data.

The Data Engineering Agent preprocesses and cleanses datasets, preparing them for AI model training. It automates tasks like data normalization, handling missing values and feature engineering, ensuring high-quality input data for better predictive and prescriptive outcomes.

The Predictor Agent uses machine learning models to forecast outcomes based on input data and defined actions. By analyzing patterns, it helps businesses anticipate future scenarios, enabling them to make informed decisions across diverse applications.

The Uncertainty Agent evaluates the confidence levels of the predictions made by the Predictor Agent. It uses uncertainty estimation models to assess the reliability of predictions, helping to quantify risk and provide more accurate decision support.

Unlike traditional AI that only predicts outcomes, the Prescriptor Agent goes further by recommending specific actions to take in a given context. It uses evolutionary AI to discover decision strategies that optimize the desired outcomes, such as improving efficiency and increasing profitability.

Chat Agent provides a natural-language interface to interact with the predictor and prescriptor models, enabling quick, intuitive decision-making. It allows users to query and receive actionable insights without requiring deep technical expertise.