全球人工智能大數據分析市場（2020）

嵌入式生態系統帶來了超連接世界和物聯網（IoT）的增長。得益於無處不在的網絡，物聯網連接了各種端點並暴露了數據寶庫。前所未有的數據量有可能使決策者獲得前所未有的權力。

該報告調查了世界大數據分析（BDA）市場，並提供了有關市場增長和限制，收入預測，技術趨勢，區域分析，競爭格局和市場份額以及主要公司概況的信息。

主要市場參與者的競爭分析：SAS，IBM，Salesforce（Tableau），QLIK，SAP，MictoStrategy，FICO，TIBCO

目錄

執行摘要

市場概況

• 數位媒體價值鏈
• 市場定義和範圍
• 調查方法和範圍
• 數據發現和可視化
• 高級分析
• 市場定義：最終用戶行業
• 市場概況：目標地區
• 區域定義
• 區域市場生命週期分析
• 區域市場生命週期討論
• 該調查回答的主要問題

外部挑戰：成長與束縛

• 市場增長因素
• 生長因子的解釋
• 市場約束因素
• 抑制因子的解釋

市場預測

• 預測先決條件
• 收入預測
• 收入預測討論
• 按地區劃分的盈利預測
• 按地區劃分的利潤預測
• 區域收益預測討論
• 按行業劃分的收入細分
• 行業細分細分討論

市場趨勢

• 物聯網的數據創建和數據安全性的必要性
• 對業務計劃至關重要的數據策略
• 推動機器學習（ML）和AI增長的大數據

市場佔有率和競爭分析

• 競爭分析：市場佔有率
• 競爭環境
• 競爭形勢
• 競爭因素與評估
• 市場領導者SAS
• 市場候選人：IBM
• 市場挑戰者：TIBCO

增長機會和建議

• 增長機會1：製造業預測分析
• 增長機會2：終身學習記錄
• 增長機會3：醫療保健/人工智能/機器學習用例
• 成功與成長的戰略要務

DDV細分分析

• 市場工程測量
• 收入預測
• 收入預測討論
• 按地區劃分的盈利預測
• 按地區劃分的利潤預測
• 收入預測：NALA
• 收入預測：EMEA
• 收入預測：亞太地區
• 關於NALA，EMEA和APAC的盈利預測的討論
• 市場份額
• 競爭環境
• 競爭因素與評估

AA細分分析

NALA故障

EMEA崩潰

亞太地區細分

結論

• 結論
• 免責聲明

附錄

Predictive Analytics and Security Applications Present Key Growth Opportunities

This research measures the future impact of COVID-19 on the global Big Data Analytics (BDA) market. The embedded ecosystem has led to a hyper-connected world and growth of the Internet of Things (IoT). Thanks to ubiquitous networks, IoT has connected all manner of endpoints and unveiled a treasure trove of data. This unprecedented volume of data has the potential to empower decision-makers as never before. Especially during the COVID-19 pandemic-including efforts to contain its spread and help businesses stay afloat-the need to extract, visualize, and execute this intelligence in near real time is increasingly becoming a mission-critical objective.

The BDA market is classified into 2 major segments: data discovery and visualization (DDV) and advanced analytics (AA). Before the pandemic, both categories were experiencing a growing interest from investors across the world and had attracted millions of dollars in funding. Frost & Sullivan's research showed use cases across industry verticals and developing industry partnerships coming up across geographies to meet the growing demand for these solutions.

Market size is measured in terms of vendor revenue in US dollars. For clarity, only the revenue accrued directly by the vendor is accounted for in market sizing. When a given participant (reseller) resells a product built by an original equipment manufacturer (OEM), the revenue due to the OEM from the reseller's market share, to the extent that it can be estimated, is excluded. This methodology minimizes inflation in market size estimates that may occur due to double-counting. Reporting and estimates are for calendar years and not for fiscal years.

Key factors driving the BDA market in this scenario include: organizations realizing the operational advantages of using BDA to make more informed decisions, and an increased investment by government and intelligence (G&I) and healthcare sectors to manage the pandemic.

However, overall market growth is expected to be restrained due to a decrease in customer spending on BDA solutions because budgets get frozen or diverted to meet urgent operational needs, as layoffs decrease the available resources for BDA professionals, and as sales cycles lengthen. Additionally, there will be a lack of government funding to help SMBs bounce back from the slowdown in market demand.

In the face of the COVID-19 pandemic, Frost & Sullivan assumes that the coronavirus will be contained by August and businesses will be able to resume operations at full capacity before the end of 2020.

This study also presents key market trends, a future market outlook, vendor analysis, and growth opportunities in the market.

Research Scope:

• Detailed global market trend analyses, including market drivers, market restraints, technology trends, regional analysis, and competitive analysis

• Detailed revenue forecasts for the BDA market, including forecasts for the AA and DDV segments

• A competitive landscape of the major participants and their market share analysis

• A competitive analysis of major participants: SAS, IBM, Salesforce (Tableau), QLIK, SAP, MictoStrategy, FICO, and TIBCO

Geographical Segmentation:

The global market has been segmented into: North America, Latin America (NALA), Asia-Pacific (APAC), and Europe, the Middle East, and Africa (EMEA).

Research Highlights:

The base year of the study is 2019, with forecasts till 2025. The research highlights key trends impacting the BDA market and outlines future implications. These trends include IoT adoption and proliferation of data, Big Data fueling Machine Learning (ML) and Artificial Intelligence (AI) growth and data strategy becoming central to C-level business planning. The study also assesses the current impact of the COVID-19 pandemic on the BDA market and the resulting emergence of new use cases.

Research Benefits:

Readers who will benefit from this research include advanced analytics vendors, data discovery and visualization vendors, organizations looking to better understand BDA, vendors across banking, government, retail, telecommunication, health and life sciences, and any company looking to venture into the market.

Key Issues Addressed:

• Is the market growing? If so, how long will it continue to grow and at what rate?

• What are the regional trends in the BDA market, and what are the implications for the global growth strategies of vendors?

• Are the products and services offered today meeting customer needs, or is additional development needed?

• What are the critical success factors? Which vendor is further along the curve in addressing these issues?

• What are the major drivers and restraints in the BDA market?

• Which vendors are leading the market, and what do vendors need to know to stay ahead of the curve?

• What are the key trends and how will they impact the BDA market?

• Which market segment is growing faster: AA or DDV?

Table of Contents

Executive Summary

• Key Findings
• Market Engineering Measurements
• CEO's Perspective

Market Overview

• Digital Media Value Chain
• Market Definitions and Scope
• Market Definitions and Scope (continued)
• Market Definitions and Scope (continued)
• Market Definitions and Scope (continued)
• Research Methodology and Scope
• Data Discovery and Visualization
• Advanced Analytics
• Market Definitions-End-user Verticals
• Market Definitions-End-user Verticals (continued)
• Market Overview-Regions Covered
• Regional Definitions
• Regional Market Life Cycle Analysis
• Regional Market Life Cycle Discussion
• Key Questions this Study will Answer

External Challenges-Drivers and Restraints: Total Big Data Analytics Market

• Market Drivers
• Drivers Explained
• Drivers Explained (continued)
• Drivers Explained (continued)
• Drivers Explained (continued)
• Market Restraints
• Restraints Explained
• Restraints Explained (continued)
• Restraints Explained (continued)

Forecasts-Total Big Data Analytics Market

• Forecast Assumptions
• Revenue Forecast
• Revenue Forecast Discussion
• Percent Revenue Forecast by Region
• Revenue Forecast by Region
• Revenue Forecast Discussion by Region
• Percent Revenue Breakdown by Vertical
• Percent Revenue Breakdown Discussion by Vertical
• Percent Revenue Breakdown Discussion by Vertical (continued)

Trends-Total Big Data Analytics Market

• IoT Drives Data Creation and the Need for Data Security
• Data Strategies Becomes Central to C-Level Business Planning
• Big Data Continues to Fuel Machine Learning (ML) and AI Growth

Market Share and Competitive Analysis-Total Big Data Analytics Market

• Competitive Analysis-Market Share
• Competitive Environment
• Competitive Landscape
• Competitive Factors and Assessment
• Market Leader-SAS
• Market Contender-IBM
• Market Challengers-TIBCO

Growth Opportunities and Companies to Action

• Growth Opportunity 1-Predictive Analytics in Manufacturing
• Growth Opportunity 2-Lifelong Learning Record
• Growth Opportunity 3-AI/ML Use Cases in Healthcare
• Strategic Imperatives for Success and Growth

DDV Segment Analysis

• Market Engineering Measurements
• Revenue Forecast
• Revenue Forecast Discussion
• Percent Revenue Forecast by Region
• Revenue Forecast by Region
• Revenue Forecast-NALA
• Revenue Forecast-EMEA
• Revenue Forecast-APAC
• Revenue Forecast Discussion by NALA, EMEA, and APAC
• Market Share
• Competitive Environment
• Competitive Factors and Assessment

AA Segment Analysis

• Market Engineering Measurements
• Revenue Forecast
• Revenue Forecast Discussion
• Percent Revenue Forecast by Region
• Revenue Forecast by Region
• Revenue Forecast-NALA
• Revenue Forecast-EMEA
• Revenue Forecast-APAC
• Revenue Forecast Discussion by NALA, EMEA, and APAC
• Market Share
• Competitive Environment
• Competitive Factors and Assessment

NALA Breakdown

• Key Findings
• Revenue Forecast
• Revenue Forecast Discussion

EMEA Breakdown

• Key Findings
• Revenue Forecast
• Revenue Forecast Discussion

APAC Breakdown

• Key Findings
• Revenue Forecast
• Revenue Forecast Discussion

The Last Word

• The Last Word
• Legal Disclaimer

Appendix

• Market Engineering Methodology
• Market Engineering Measurements
• List of Exhibits
• List of Exhibits (continued)