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AI-Based Automation Framework: Value-Based Care Management DX Use Cases

Published by IDC Product code 854785
Published Content info 19 Pages
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AI-Based Automation Framework: Value-Based Care Management DX Use Cases
Published: May 27, 2019 Content info: 19 Pages
Description

This IDC Perspective extends the research for selected digital transformation (DX) use cases and analyzes them within the context of IDC's artificial intelligence (AI)-based automation framework for healthcare. The challenges of DX including the adoption of AI are daunting. Not only does it require new technology but it also requires new relationships, new processes, and the resources to implement. Healthcare organizations need tools to help them prioritize which use cases to pursue at what time. In addition, those use cases that require the application of AI need to be carefully and thoughtfully thought through with a clear understanding of the role of man and machine. This document incorporates both concepts, and the framework can be applied by organizations as they map their digital transformation journey."Healthcare organizations have the opportunity to gain a better understanding of the implications of applying AI to automation using the AI-based automation framework. Not only can the framework be used within the context of the IDC DX use case taxonomy but it also can be applied to outside programs that involve AI-based automation," says Cynthia Burghard, research director, IDC Health Insights.

Table of Contents
Product Code: US45069119

Executive Snapshot

Situation Overview

  • AI-Based Automation Framework for Value-Based Care Management
    • Immediate AI-Based Automation
      • Human Led
      • Human Led, Machine Supported
    • Midterm AI-Based Automation
      • Human Led, Machine Supported
      • Machine Led, Human Supported
    • Long-Term AI-Based Automation
      • Machine Led, Human Supported
      • Machine Led, Human Governed

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  • Related Research
  • Definitions
    • Levels of AI-Based Automation
      • Human Led
      • Human Led, Machine Supported
      • Machine Led, Human Supported
      • Machine Led, Human Governed
      • Machine Controlled
    • Automation Scope
    • Accelerators and Inhibitors
  • Synopsis
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