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市場調查報告書
商品編碼
1463276

全球高階分析市場規模、佔有率、成長分析，依類型、依部署、依企業規模（大型企業和中小型企業）、依最終用途 - 2024-2031 年行業預測

Global Advanced Analytics Market Size, Share, Growth Analysis, By Type, By Deployment, By Enterprise Size(Large Enterprises, and Small & Medium Enterprises ), By End-use - Industry Forecast 2024-2031
出版日期: | 出版商: SkyQuest | 英文 197 Pages | 商品交期: 3-5個工作天內

價格
簡介目錄

2022 年全球高階分析市場規模約為 418.5 億美元，預計將從 2023 年的 50.68 美元成長到 2031 年達到 2,344.2 億美元，預測期內（2024-2031 年）複合年成長率為 21.1% 。

為了提供個人化的客戶體驗而擴大使用人工智慧 (AI) 和機器學習，以及人們對線上購物的接受度不斷提高，正在推動全球高階分析市場的擴張。此外，該市場成長的主要驅動力之一是社交網站使用量的不斷成長。近年來，全球企業收集的資料量激增。許多組織利用從資料中收集的見解來幫助他們更快、更明智地做出有事實支持的決策。這主要促使對資料管理和策略決策的高階分析解決方案的需求增加。

此外，巨量資料領域的進步有助於提升資料科學專家的評估能力。企業可以使用巨量資料分析來增強重要的公司目標、目標和營運。組織可以透過將資訊轉化為情報來滿足利害關係人的需求、限制資料量、管理風險、改善流程控制並提高管理績效。

進階分析技術在交通趨勢預測、貿易市場預測和電力消耗預測等應用中的日益使用預計將推動市場擴張。企業可以透過在需求預測中使用複雜的分析來做出有利可圖的判斷。最近的巨量資料分析投資來自政府和銀行、製造業和商業服務等其他行業。

例如，國際銀行正在最佳化訊息，例如透過社交媒體來源、客戶交易和服務查詢收集的資料，以創建基於數據的商業智慧（BI）模型並實施開發的預測分析。這樣做是為了使他們的資料集資訊豐富並保持其在市場上的競爭力。基於位置的服務創新以及不斷將複雜的分析融入地理資訊系統 (GIS) 正在推動業務發展。

許多醫療保健組織在很大程度上依賴最先進的分析技術來挖掘患者電子健康記錄 (EHR)，以獲取探索性資訊，從而產生具有臨床意義的結果。削減成本的措施可能有助於改善患者的治療效果，例如提高安全性和健康水平。此外，採用人工智慧整合資料分析工具的醫療資料挖掘正在創建個人化治療計劃。例如，IBM 和巨量資料分析工具提供者 Palantir Technologies 宣佈於 2021 年合作，為組織、學者和醫療保健提供者提供統一的資料集，用於分析和產生其操作和患者的結果。

目錄

執行摘要

  • 市場概況
  • 命運之輪

研究方法論

  • 資訊採購
  • 二手和主要資料來源
  • 市場規模估計
  • 市場假設與限制

母公司市場分析

  • 市場概況
  • 市場規模
  • 市場動態
    • 促進要素
    • 機會
    • 限制
    • 課題

主要市場洞察

  • 技術分析
  • 定價分析
  • 供應鏈分析
  • 價值鏈分析
  • 市場生態系統
  • 智慧財產權分析
  • 貿易分析
  • 啟動分析
  • 原料分析
  • 創新矩陣
  • 管道產品分析
  • 總體經濟指標
  • 頂級投資分析
  • 成功的關鍵因素
  • 競爭程度

市場動態與展望

  • 市場動態
    • 促進要素
    • 機會
    • 限制
    • 課題
  • 監管環境
  • 波特分析
  • 對未來顛覆的特別見解

依類型分類的全球高階分析市場

  • 市場概況
  • 巨量資料分析
  • 商業分析
  • 客戶分析
  • 風險分析
  • 統計分析

依部署分類的全球高階分析市場

  • 市場概況
  • 本地部署
  • 和雲

依企業規模分類的全球高階分析市場

  • 市場概況
  • 大型企業
  • 和中小型企業 (SME)

依最終用途分類的全球高階分析市場

  • 市場概況
  • BFSI
  • 政府
  • 衛生保健
  • 資訊科技與電信
  • 軍事與國防
  • 和別的

依地區分類的全球高階分析市場規模

  • 市場概況
  • 北美洲
    • 美國
    • 加拿大
  • 歐洲
    • 德國
    • 西班牙
    • 法國
    • 英國
    • 歐洲其他地區
  • 亞太地區
    • 中國
    • 印度
    • 日本
    • 韓國
    • 亞太其他地區
  • 拉丁美洲
    • 巴西
    • 拉丁美洲其他地區
  • 中東和非洲 (MEA)
    • 海灣合作理事會國家
    • 南非
    • MEA 的其餘部分

競爭格局

  • 前 5 名企業比較
  • 2021 年關鍵參與者的市場定位
  • 主要市場參與者所採取的策略
  • 最佳制勝策略
  • 近期市集活動
  • 主要公司市佔率（%），2021年

主要公司簡介

  • IBM
  • Microsoft Corporation
  • SAP SE
  • Oracle Corporation
  • SAS Institute Inc.
  • Amazon Web Services Inc.
  • Google LLC
  • Teradata Corporation
  • Alteryx, Inc.
  • MicroStrategy Incorporated
  • TIBCO Software Inc.
  • Qlik Technologies Inc.
  • Tableau Software, LLC
  • RapidMiner, Inc.
  • KNIME AG
  • FICO (Fair Isaac Corporation)
  • Databricks, Inc.
  • Cloudera, Inc.
  • Talend Inc.
  • MathWorks, Inc.
簡介目錄
Product Code: SQMIG45C2033

Global Advanced Analytics Market size was valued at around USD 41.85 billion in 2022 and is expected to rise from USD 50.68 in 2023 to reach a value of USD 234.42 Billion by 2031, at a CAGR of 21.1 % during the forecast period (2024-2031).

The increase in the usage of artificial intelligence (AI) and machine learning to deliver personalized customer experiences, along with the growing acceptance of online shopping, is driving the expansion of the global advanced analytics market. In addition, one of the main drivers of this market's growth is the growing usage of social networking sites. The volume of data that businesses worldwide have been gathering has skyrocketed in recent years. Many organizations use the insights gathered from the data to help them make faster, more informed decisions that are supported by facts. This has mainly resulted in a rise in demand for advanced analytics solutions for data management and strategic decision-making.

Moreover, advancements in the big data domain have contributed to the improvement of data science specialists' assessment abilities. Businesses can use big data analytics to enhance important company objectives, aims, and operations. Organizations may meet stakeholder needs, limit data volume, manage risks, improve process controls, and boost administrative performance by turning information into intelligence.

The growing usage of advanced analytics techniques for applications such as traffic trend forecasting, trade market prediction, and electricity consumption prediction is expected to drive market expansion. Businesses can make profitable judgments by using sophisticated analytics in demand forecasting. Recent big data analytics investments have come from the government and other industries like banking, manufacturing, and business services.

For example, international banks are optimizing information, such as the data collected through social media feeds, client transactions, and service inquiries, to create based-on-data Business-Intelligence (BI) models and implement developed predictive analytics. This is done in order to make their data sets informative and maintain their competitiveness in the market. Innovations in location-based services and the continuous incorporation of sophisticated analytics into geographic information systems (GIS) are driving the business.

Many healthcare organizations are largely relying on state-of-the-art analytical techniques to mine patient Electronic Health Records (EHRs) for exploratory information that yields clinically meaningful outcomes. Cost-cutting measures may contribute to better patient outcomes, such as increased safety and health. Furthermore, personalized treatment plans are being created by healthcare data mining employing AI-integrated data analytics tools. For instance, IBM and Palantir Technologies, a provider of big data analytics tools, announced a collaboration in 2021 to provide organizations, scholars, and healthcare providers with uniform datasets for analysis and the production of outcomes for their operations and patients.

Top-down and bottom-up approaches were used to estimate and validate the size of the Global Advanced Analytics Market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

Global Advanced Analytics Market Segmental Analysis

The global advanced analytics market is segmented based on type, deployment, enterprise size, end-use, and region. In terms of type, the market is segmented into big data analytics, business analytics, customer analytics, risk analytics, and statistical analysis. By deployment, the market is segmented into on-premise, and cloud. Based on enterprise size, the market is segmented into large enterprises, and small & medium enterprises (SMEs). By end-use, the market is classified into BFSI, government, healthcare, IT & telecom, military & defense, and others. Regionwise, the global advanced analytics market is segmented into North America, Europe, Asia-Pacific, South America, and MEA.

Drivers of the Global Advanced Analytics Market

In order to gain insights and make wise decisions, there is a growing need for sophisticated analytics solutions due to the huge amount of data being collected.

Restraints in the Global Advanced Analytics Market

The market for advanced analytics need highly qualified workers with expertise in programming, statistics, and data science. The market's expansion may be hampered by the lack of qualified workers.

Market Trends of the Global Advanced Analytics Market

Machine learning (ML) and artificial intelligence (AI) Dominance: In the field of advanced analytics, AI and ML are quickly taking the lead. By automating decision-making procedures, these technologies can assist enterprises in deriving insights from complicated and unstructured data.

Cloud-based Solutions: Because of their affordability, scalability, and simplicity of implementation, cloud-based solutions are becoming more and more popular. The need for cloud-based advanced analytics solutions is growing for enterprises as hybrid and multi-cloud setups proliferate.

Natural language processing, or NLP, is becoming more and more popular as a necessary technology for sophisticated analytics applications. Organizations can get important insights into the behavior and preferences of their customers by using natural language processing (NLP) to extract insights from unstructured data, such as social media and customer reviews.

Predictive analytics is a major development in the field of advanced analytics. Anticipating future events and outcomes can assist organizations in making well-informed decisions and proactively optimizing their operations.

Table of Contents

Executive Summary

  • Market Overview
  • Wheel of Fortune

Research Methodology

  • Information Procurement
  • Secondary & Primary Data Sources
  • Market Size Estimation
  • Market Assumptions & Limitations

Parent Market Analysis

  • Market Overview
  • Market Size
  • Market Dynamics
    • Drivers
    • Opportunities
    • Restraints
    • Challenges

Key Market Insights

  • Technology Analysis
  • Pricing Analysis
  • Supply Chain Analysis
  • Value Chain Analysis
  • Ecosystem of the Market
  • IP Analysis
  • Trade Analysis
  • Startup Analysis
  • Raw Material Analysis
  • Innovation Matrix
  • Pipeline Product Analysis
  • Macroeconomic Indicators
  • Top Investment Analysis
  • Key Success Factor
  • Degree of Competition

Market Dynamics & Outlook

  • Market Dynamics
    • Drivers
    • Opportunities
    • Restraints
    • Challenges
  • Regulatory Landscape
  • Porters Analysis
    • Competitive rivalry
    • Threat of Substitute Products
    • Bargaining Power of Buyers
    • Threat of New Entrants
    • Bargaining Power of Suppliers
  • Skyquest Special Insights on Future Disruptions
    • Political Impact
    • Economic Impact
    • Social Impact
    • Technical Impact
    • Environmental Impact
    • Legal Impact

Global Advanced Analytics Market by Type

  • Market Overview
  • Big Data Analytics
  • Business Analytics
  • Customer Analytics
  • Risk Analytics
  • and Statistical Analysis

Global Advanced Analytics Market by Deployment

  • Market Overview
  • On-premise
  • and Cloud

Global Advanced Analytics Market by Enterprise Size

  • Market Overview
  • Large Enterprises
  • and Small & Medium Enterprises (SMEs)

Global Advanced Analytics Market by End-use

  • Market Overview
  • BFSI
  • Government
  • Healthcare
  • IT & Telecom
  • Military & Defense
  • and Others

Global Advanced Analytics Market Size by Region

  • Market Overview
  • North America
    • USA
    • Canada
  • Europe
    • Germany
    • Spain
    • France
    • UK
    • Rest of Europe
  • Asia Pacific
    • China
    • India
    • Japan
    • South Korea
    • Rest of Asia-Pacific
  • Latin America
    • Brazil
    • Rest of Latin America
  • Middle East & Africa (MEA)
    • GCC Countries
    • South Africa
    • Rest of MEA

Competitive Landscape

  • Top 5 Player Comparison
  • Market Positioning of Key Players, 2021
  • Strategies Adopted by Key Market Players
  • Top Winning Strategies
    • By Development
    • By Company
    • By Year
  • Recent Activities in the Market
  • Key Companies Market Share (%), 2021

Key Company Profiles

  • IBM
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Microsoft Corporation
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • SAP SE
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Oracle Corporation
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • SAS Institute Inc.
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Amazon Web Services Inc.
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Google LLC
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Teradata Corporation
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Alteryx, Inc.
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • MicroStrategy Incorporated
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • TIBCO Software Inc.
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Qlik Technologies Inc.
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Tableau Software, LLC
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • RapidMiner, Inc.
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • KNIME AG
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • FICO (Fair Isaac Corporation)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Databricks, Inc.
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Cloudera, Inc.
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Talend Inc.
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • MathWorks, Inc.
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments