IDC FutureScape : 세계의 Future of Enterprise Intelligence 예측(2024년)

This IDC study provides IDC's 2024 top 10 predictions for enterprise intelligence trends, encompassing topics of decision intelligence; generative AI (GenAI); enterprise intelligence technologies; data skills; literacy and environmental, social, and governance (ESG) automation; and data culture."Enterprise intelligence allows organizations to thrive in all macroeconomic conditions. Predictions in this IDC FutureScape detail key trends that are going to occur in the next one to five years that executives should be aware of as they strive to increase their enterprise intelligence," said Chandana Gopal, research director, IDC's Future of Intelligence.

IDC FutureScape Figure

Executive Summary

IDC FutureScape Predictions

• Summary of External Drivers
• Predictions: Impact on Technology Buyers
  • Prediction 1: By 2027, Enterprise Intelligence Leaders Will Replace Their Homegrown Decisioning Solutions with Those Built on Commercial Decision Intelligence Platforms, Accelerating Their Decision Velocity by 2x
    • Associated Drivers
    • IT Impact
    • Business Impact
    • Guidance
  • Prediction 2: By 2025, One-Third of G100 Companies Will Adopt Unified Platforms That Provide Best-of-Breed Functionality Across Two or More Planes of Enterprise Intelligence Technology Architecture
    • Associated Drivers
    • IT Impact
    • Business Impact
    • Guidance
  • Prediction 3: By 2026, More than 80% of Generative AI Use Cases in Enterprises Will Leverage Customized, Specialized AI Models Rather Than Generic Foundation Models Offered via Public APIs
    • Associated Drivers
    • IT Impact
    • Business Impact
    • Guidance
  • Prediction 4: To Mitigate New Risks Created by the Pervasive Use of Generative AI by Their Workforces, by the End of 2025, 60% of Large Enterprises Will Mandate Formal Data Literacy and Responsible AI Training
    • Associated Drivers
    • IT Impact
    • Business Impact
    • Guidance
  • Prediction 5: By 2024, 60% of Enterprises Will Implement FinOps on Data Plane Technologies, Adopt Cost-Effective Alternatives, and Demand Proactive Control of Resource Consumption from Their Technology Vendors
    • Associated Drivers
    • IT Impact
    • Business Impact
    • Guidance
  • Prediction 6: By 2025, 40% of G500 Organizations Will Incorporate Dynamic and Real-Time Data in AI Applications via Event Streaming, Providing Better Context for Decision-Making and Prompt Engineering
    • Associated Drivers
    • IT Impact
    • Business Impact
    • Guidance
  • Prediction 7: By 2027, 75% of G500 Organizations That Are Investing in HPC Will Face Costly Delays Due to Severe Skill Shortages Because of a Dearth of Trained Workers and Insufficient Upskilling Initiatives
    • Associated Drivers
    • IT Impact
    • Business Impact
    • Guidance
  • Prediction 8: By 2026, 60% of Leading Enterprise Intelligence Companies Will Have Identified Data Products, and 15% Will Have Attributed Business Value to the Products with a Data Valuation Methodology
    • Associated Drivers
    • IT Impact
    • Business Impact
    • Guidance
  • Prediction 9: By 2026, 80% of G2000 Will Rely on Data Marketplace and Data Clean Room Technologies to Infuse External (Partner) Data Essential to Analytics, Operations, and/or AI Model Development and Execution
    • Associated Drivers
    • IT Impact
    • Business Impact
    • Guidance
  • Prediction 10: By 2025, 60% of "Leading" Enterprise Intelligence Organizations Will Use AI-Driven Planning Tools in Their ESG Initiatives to Maintain Competitive Advantage to Attract Socially Conscious Workers
    • Associated Drivers
    • IT Impact
    • Business Impact
    • Guidance

Advice for Technology Buyers

External Drivers: Detail

• AI Everywhere - Generative AI Takes the Spotlight
• The Drive to Automate - Maximizing Efficiency and New Opportunities
• Global Supply Chain Resiliency - Push for Diversification
• The Digital Business Imperative - Competitiveness and Outcomes
• Dynamic Work and Skills Requirements - New Work Mode Era
• Shifting Tech Regulatory Landscape - Navigating Risk and Opportunity
• Operationalization of ESG - Measuring and Implementing Sustainability

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• Related Research