市場調查報告書

IDC FutureScape:2021年全球數據和分析預測

IDC FutureScape: Worldwide Data and Analytics 2021 Predictions

出版商 IDC 商品編碼 968069
出版日期 內容資訊 英文 17 Pages
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價格
IDC FutureScape:2021年全球數據和分析預測 IDC FutureScape: Worldwide Data and Analytics 2021 Predictions
出版日期: 2020年10月27日內容資訊: 英文 17 Pages
簡介

該報告提供了數據和分析的全球預測,為技術採用者提供建議和信息,例如圍繞數據和分析的各種外部因素的分析。

IDC FutureScape圖表

執行摘要

IDC FutureScape預測

  • 外部增長因素概述
  • 預測:對技術購買者的影響
    • 預測1:到2023年,將有60%的組織開始實施DataOps計劃,將數據和分析錯誤的數量減少80%,從而使人們對分析結果和數據原生代的員工充滿信心。預計將有可能提高人員效率。
      • 相關增長動力
      • 對IT的影響
      • 指導
    • 預測2:到2023年,50%的組織將採用"數據超級市場"策略來集成數據存儲,訪問和治理功能,以提供一致的數據體驗和價值數據。您將能夠最大化它。
      • 相關增長動力
      • 對IT的影響
      • 指導
    • 預測3:到2024年,將有70%的公司基於IoT分析技術(包括AI/ML)將邊緣生成的數據與基於雲的企業系統實時集成。您將能夠實現通信。
      • 相關增長動力
      • 對IT的影響
      • 指導
    • 預測4:到2021年,將有75%的公司將使用新的外部數據源來增強超越業務邊界的決策能力,從而獲得比僅使用內部數據更高的價值。
      • 相關增長動力
      • 對IT的影響
      • 指導
    • 預測5:到2025年,將有30%的中小企業採用雲原生數據驅動的應用程序,這些應用程序可以智能地使其行為適應其業務需求。
      • 相關增長動力
      • 對IT的影響
      • 指導
    • 預測6:到2023年,G2000的公司中有50%將擁有一個開發團隊,該團隊旨在通過數據貨幣化來增強傳統服務,推動創新並提供數據和分析即服務。
      • 相關增長動力
      • 對IT的影響
      • 指導
    • 預測7:到2023年,以自動化為重點的策略可以在以業務彈性為基礎的工作流中收集和處理非結構化數據,以最大程度地發揮其潛力。 G2000中只有10%的公司正在建立有針對性的COE。
      • 相關增長動力
      • 對IT的影響
      • 指導
    • 預測8:到2023年,將無頭分析技術融入其業務中,將有25%的公司能夠改善實時運營決策並實現流程自動化。
      • 相關增長動力
      • 對IT的影響
      • 指導
    • 預測9:到2024年,您的組織將收到的50%的分析服務將通過軟件自動交付,從而改善交付過程的完整性並減少交付時間。
      • 相關增長動力
      • 對IT的影響
      • 指導
    • 預測10:到2024年,25%的組織將主動使用雲資源來推動數據和分析創新,從而填補了高級分析技能的不足並加快了創新過程。
      • 相關增長動力
      • 對IT的影響
      • 指導

給技術購買者的建議

外部增長因素:詳細信息

  • 在各種情況下利用信息:數據可促進行動
  • 加速動盪:危機,韌性,機會
  • 戰略創新:從現在開始努力實現未來公司
  • 數字平台:大型生態系統
  • 新的日常生活:彈性的業務模型和運營模型
  • 工作場所轉型:重新定義團隊,技能和領導能力
  • 數字鴻溝:實現連接的必不可少的措施

參考

  • 相關研究
目錄
Product Code: US46920420

This IDC study provides IDC's 2021 top 10 predictions for data and analytics technology trends."Predictions highlighted in this IDC FutureScape outline some of the key requirements for the future of data and analytics, which is a critical component of organization's digital strategies," said Chandana Gopal, research director, Analytic and Information Management Advisory Group at IDC.

IDC FutureScape Figure

Executive Summary

IDC FutureScape Predictions

  • Summary of External Drivers
  • Predictions: Impact on Technology Buyers
    • Prediction 1: By 2023, 60% of Organizations Will Have Begun Implementing DataOps Programs to Reduce the Number of Data and Analytics Errors by 80%, Increasing Trust in Analytic Outcomes and Efficiency of Gen-D Workers
      • Associated Drivers
      • IT Impact
      • Guidance
    • Prediction 2: By 2023, 50% of Organizations Will Adopt a "Data Supermarket" Strategy to Unify Data Storage, Access, and Governance Capabilities to Deliver a Consistent Data Experience and Maximize Value of Data
      • Associated Drivers
      • IT Impact
      • Guidance
    • Prediction 3: By 2024, 70% of Enterprises Will Have Integrated Their Edge-Generated Data with Cloud-Based Enterprise Systems to Allow for Real-Time Actioning Based on IoT Analytics, Including AI/ML
      • Associated Drivers
      • IT Impact
      • Guidance
    • Prediction 4: By 2021, 75% of Enterprises Will Use New, External Data Sources to Enhance Their Cross-Functional Decision-Making Capabilities in Ways That Increase Value Compared with Using Internal Data Alone
      • Associated Drivers
      • IT Impact
      • Guidance
    • Prediction 5: By 2025, 30% of SMBs Will Adopt Cloud-Native Data-Driven Apps That Intelligently Adapt Their Behavior to the Needs of the Business
      • Associated Drivers
      • IT Impact
      • Guidance
    • Prediction 6: By 2023, 50% of G2000 Companies Will Have Active Development Teams Seeking to Externally Monetize Their Data to Enhance Traditional Offerings, Drive Innovation, or Deliver Data and Analytics as a Service
      • Associated Drivers
      • IT Impact
      • Guidance
    • Prediction 7: By 2023, Only 10% of G2000 Will Establish a Strategic Automation-Specific COE to Intelligently Collect, Process, and Realize the Full Potential of Unstructured Data in Business-Resilient Workflows
      • Associated Drivers
      • IT Impact
      • Guidance
    • Prediction 8: By 2023, 25% of Enterprises Will Have Headless Analytics Embedded into the Business, Thereby Improving Real-Time Operational Decision Making and Achieving Process Automation
      • Associated Drivers
      • IT Impact
      • Guidance
    • Prediction 9: By 2024, 50% of Analytics Services That Organizations Receive Will Be Delivered via Software-Enabled Automation, Driving Higher Levels of Consistency in Delivery Processes and Shorter Delivery Time
      • Associated Drivers
      • IT Impact
      • Guidance
    • Prediction 10: By 2024, 25% of Organizations Will Use Crowdsourcing for Data and Analytics Innovation Initiatives to Compensate for the Scarcity of Advanced Analytics Skills and Speed Up the Innovation Process
      • Associated Drivers
      • IT Impact
      • Guidance

Advice for Technology Buyers

External Drivers: Detail

  • Intelligence Everywhere - Data Drives Action
  • Accelerated Disruption - Crisis, Resilience, and Opportunity
  • Strategic Innovation - Shaping the Future Enterprise Today
  • Digital Platform - Ecosystems at Scale
  • The Next Normal - Resilient Business and Operating Models
  • Work Transformation - Redefining Teams, Skills, and Leadership
  • Digital Divide - The Imperative of Connectivity

Learn More

  • Related Research