기업에서의 GenAI 엔지니어링과 그 중요성

This IDC Perspective discusses the importance of GenAI Engineering in enterprises, highlighting its potential to drive business growth and innovation. It provides an in-depth analysis of the current state of GenAI adoption, the challenges organizations face, and the need for a systematic approach to maximize the value of GenAI implementations. This content also emphasizes the role of data governance, collaboration, and a phased approach in successful GenAI implementations. It concludes with advice for technology buyers on establishing a GenAI Engineering discipline and leveraging data intelligence."Every organization needs to develop a corporate discipline that is charged with bridging strategy and implementation; this discipline must also be charged with consistently applying key patterns and principles to GenAI implementation projects to ensure they deliver sustainable value," said Neil Ward-Dutton, VP AI, Automation and Analytics Europe, IDC. "That discipline is GenAI Engineering."

Executive Snapshot

Situation Overview

• Generic Consumer Services Created the GenAI Boom in Enterprises, Too
• Enterprise Needs and Values Point Beyond the Generic
• GenAI Engineering: A Discipline Every Organization Needs
  • Introducing GenAI Engineering
  • GenAI Engineering Integrates Discipline Across Three Domains
  • GenAI Engineering Shapes Implementation According to Three Governing Factors
• GenAI Engineering in the Models Domain: Dealing With a Cambrian Explosion of GenAI Models
  • The Role of AI Platforms
• GenAI Engineering in the Outcomes Domain: Dealing with a Range of Implementation Choices
• GenAI Engineering in the Data Domain: Reflecting Data's Value
  • The Role of Data Governance
  • Data Value Chains Are Critical for GenAI
• GenAI Engineering: A Collaborative Discipline
• Key Roles Involved in GenAI Engineering
• GenAI Engineering and the Role of a COE

Advice for the Technology Buyer

• People and Practice
• The Importance of Intelligence
• GenAI Engineering and Governance Are Two Sides of the Same Coin

Learn More

• Related Research
• Synopsis