Demystifying AI for the Enterprise

Chapter 1 AI Strategy for the Executive

Prashant Natarajan

H2O.ai

DOI: 10.4324/9781351032940-1

Contents

1. Introduction
2. Applications of AI
   • Determining Practical Realization: Considerations
3. Definitions
4. IMPACT Framework for Enterprise AI
   • Imagination
   • Maturity
     1. Dimensions of AI Maturity
     2. Assessing and Increasing AI Maturity in Your Organization
   • People
     • Considerations on the Data Scientist Role
   • Automation, Amplification, and Augmentation
   • Culture
   • Transformation
5. Best Practices for the Use of Data in AI
   • Volume
   • Variety
   • Velocity
   • Value and Veracity
   • Value
   • Veracity
     • Data Fidelity over Data Quality
6. Conclusions
7. Notes

Introduction

Human and organizational needs, business trends, evolving customer behaviors, and rapid data and technology innovations are ...