Generative Artificial Intelligence: A New Chapter for Enterprise Business Applications

Executive Snapshot

• Figure: Executive Snapshot: The Promise of Generative AI Applications

Situation Overview

• Generative AI Basics, Current Limitations, and Solutions to Address the Limitations

• Examples of Generative Foundation Models

• Some of the Generative AI Key Issues

• Accuracy

• Misuse

• Increase in Biases

• Copyright Ambiguities

• Data Security and Privacy

• Lack of Skill Set

• Approaches and Current Solutions to Address Generative AI Limitations

• Building a Generative AI (Powered) Enterprise Application/Solution

• Figure: Foundation Models: Approaches and Impacts on an Enterprise Application/Solution

• Generative AI — Top Applications ― CIO Insights and Funding Distribution

• Figure: Generative AI Promise

• Figure: Generative AI Funding Distribution

• Generative AI — Enterprise Applications Examples

• Knowledge Management Applications Including Discovery and Summarizations

• Sales and Marketing Applications (and Other Lines-of-Business Applications)

• Code Generation Applications

• Conversational AI Applications

• Design Applications

• Industry-Specific Applications Examples

• Healthcare

• Financial Services

• Manufacturing

Advice for the Technology Buyer

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• Related Research

• Synopsis