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PUBLISHER: IDC | PRODUCT CODE: 1618931

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PUBLISHER: IDC | PRODUCT CODE: 1618931

GenAI Operations: A Guide to People, Process, and Tool Requirements

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PAGES: 12 Pages
DELIVERY TIME: 1-2 business days
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USD 7500

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This IDC Perspective focuses on the challenges related to monitoring and managing GenAI applications now that most enterprises have deployed to production. The document also discusses the evolving roles and collaboration required among IT operations, AI professionals, and other stakeholders to effectively monitor and optimize GenAI applications while addressing cost implications, governance, and security concerns."GenAI deployments are surging, but new challenges in monitoring and managing these applications in production demand new solutions and collaborative efforts across diverse teams in the enterprise," said Nancy Gohring, senior research director, AI, IDC. "In the coming year, best practices will evolve as will the supplier competitive landscape."

Product Code: US52781824

Executive Snapshot

Situation Overview

  • Model Monitoring
    • System Performance
    • Quality Performance
    • Governance and Security
    • Common Model Monitoring Techniques
    • The Monitoring-Evaluation Life Cycle
  • Application Monitoring
    • Data Monitoring
    • Infrastructure Monitoring
    • Security Monitoring
    • Cost Monitoring
  • Collaboration Requirements
  • Evolving Market Dynamics

Advice for the Technology Buyer

Learn More

  • Related Research
  • Synopsis
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