市場調查報告書

IDC FutureScape:分析與資訊管理的全球市場預測 (2018年)

IDC FutureScape: Worldwide Analytics and Information Management 2018 Predictions

出版商 IDC 商品編碼 574552
出版日期 內容資訊 英文 18 Pages
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IDC FutureScape:分析與資訊管理的全球市場預測 (2018年) IDC FutureScape: Worldwide Analytics and Information Management 2018 Predictions
出版日期: 2017年10月31日內容資訊: 英文 18 Pages
簡介

藉由基於機器學習的自動化技術,預測今後數年,支援企業和消費者決策自動化所用的資料和內容管理·分析方法將產生劇烈的變化。

本報告涵括分析與資訊管理的全球市場10大預測等資訊。

IDC FutureScape的見解

摘要整理

IDC FutureScape的預測

  • 外性促進要素摘要
  • 預測:對技術買家的影響
    • 預測1:到2020年,企業應用支出的10%將用於包含軟體,數據和演算法的新事務級應用程序
    • 預測2:到2021年,90%的新智慧系統將具有一個嵌入式,以決策為中心的計算架構,可以自動檢測和評估條件並作出如何反應的決策
    • 預測3:到2019年,25%依靠基於ML的決策自動化的企業將建立治理流程,使用內部和外部人力和機器審計以評估對監管機構,內部政策和倫理考慮的預測,處方和決策
    • 預測4:預測4:到2021年,25%的大型企業將使用闡明可偵測識別人類情感及故事、世界的定性研究方法來提供 數據的情境解釋
    • 預測5:到2021年,20%來自開源網絡的數據源將被註冊到公共區塊鏈上,並且數據使用者將可以使用相應的API來驗證這些區塊鏈註冊,從而證明共享數據源和增強信任信息
    • 預測6:到2018年,50%的大型企業將從銷售原始數據,派生指標,見解和建議中產生數據即服務收入
    • 預測7:在全球範圍內,40%的企業未能在2018年5月之前實施適當的治理程序和工具,以達到歐盟的GDPR生效日期,因此他們將被罰款高達收入損失的4%條例
    • 預測8:到2020年,20%的大型企業將使用基於ML的軟件創建新材料,包括報告,會議摘要,信函和視頻通信等綜合信息,如演示文稿
    • 預測9:到2019年,智慧自動化和公司專用數位助理的採用將使知識工作者的生產力提高四倍
    • 預測10:到2021年,20%的分析,認知/人工智慧和信息管理部署將基於異構計算基礎架構,因此具有不同處理器的服務器將承擔特定任務而不是通用處理器承擔所有任務

技術買主的主要建議

外性促進要素:詳細內容

參考資料

目錄
Product Code: US42619417

This IDC study provides IDC's 2018 top 10 predictions for analytics and information management. "Enabled by machine learning-based automation, the next few years will usher in a period of massive change in the way data and content is managed and analyzed to support or automate decision making across the enterprise and in the consumer realm," said Dan Vesset, group VP, Analytics and Information Management market research. "Over the next decade, the scope of decisions that will be automated will expand exponentially. It starts from tactical decisions about how to process data to narrowly scoped, task-level business decisions to connected decisions about end-to-end business processes. As systems learn more, they will be able to automate more."

IDC FutureScape Figure

Executive Summary

IDC FutureScape Predictions

  • Summary of External Drivers
  • Predictions: Impact on Technology Buyers
    • Prediction 1: By 2020, 10% of Enterprise Applications Spending Will Be for New Task-Level Applications That Incorporate Software, Data, and Algorithms
      • Associated Drivers
      • IT Impact
      • Guidance
    • Prediction 2: By 2021, 90% of New Intelligent Systems Will Have an Embedded Decision-Centric Computing Architecture That Automatically Detects and Evaluates Conditions and Makes Decisions About How to Respond
      • Associated Drivers
      • IT Impact
      • Guidance
    • Prediction 3: By 2019, 25% of Enterprises That Rely on ML-Based Decision Automation Will Have Established Governance Processes to Assess Predictions, Prescriptions, and Decisions Against Regulators, Internal Policy, and Ethical Considerations Using Internal and External Human and Machine Auditors
      • Associated Drivers
      • IT Impact
      • Guidance
    • Prediction 4: By 2021, 25% of Large Enterprises Will Have Supplemented Internal and External Data Scientists with Data Ethnographers to Provide Contextual Interpretations of Data by Using Qualitative Research Methods That Uncover People's Emotions, Stories, and Perceptions of Their World
      • Associated Drivers
      • IT Impact
      • Guidance
    • Prediction 5: By 2021, 20% of Data from Sources on Open Networks Will Be Registered on a Public Blockchain, and Corresponding APIs Will Have Been Made Available for Data Consumers to Validate These Blockchain Registrations, Thus Proving Shared-Data Provenance and Increasing Trust in Information
      • Associated Drivers
      • IT Impact
      • Guidance
    • Prediction 6: By 2018, 50% of Large Enterprises Will Be Generating Data-as-a-Service Revenue from the Sale of Raw Data, Derived Metrics, Insights, and Recommendations
      • Associated Drivers
      • IT Impact
      • Guidance
    • Prediction 7: Worldwide, 40% of Enterprises Will Have Failed to Put Adequate Governance Procedures and Tools in Place to Meet the European Union's GDPR by Its May 2018 Effective Date, Thus Leaving Them Open to Fines of up to 4% of Revenue per Breach of Regulations
      • Associated Drivers
      • IT Impact
      • Guidance
    • Prediction 8: By 2020, 20% of Large Enterprises Will Use ML-Based Software to Create New Materials, Including Reports, Meeting Summaries, Correspondence, and Visual Communications That Synthesize Information Such as Presentations
      • Associated Drivers
      • IT Impact
      • Guidance
    • Prediction 9: By 2019, the Adoption of Intelligent Automation and Company-Specific Digital Assistants Will Have Led to a Fourfold Improvement in Knowledge-Worker Productivity Across Use Cases
      • Associated Drivers
      • IT Impact
      • Guidance
    • Prediction 10: By 2021, 20% of Analytics, Cognitive/AI, and Information Management Deployments Will Be Based on Heterogeneous Compute Infrastructure, Whereby Servers with Different Processors Take on Specific Tasks Rather Than General-Purpose Processors Taking on All Tasks
      • Associated Drivers
      • IT Impact
      • Guidance

Advice for Technology Buyers

External Drivers: Detail

  • DX Delta: Leaders and Disruptors Widen Performance Gap
  • Human Versus Machine: The Impact of AI and Automation
  • Global Volatility: Political, Social, and Economic Disturbance
  • Sense, Compute, Actuate: The New Data-Centric Paradigm
  • Shifting Economics: Changing Value Structures and the Rise of Digital Capital
  • The Future Workforce: Global Demand for Digital Talent
  • Platform Disruption: Unleashing Digital Innovation's Power for Scale

Learn More

  • Related Research
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