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市場調查報告書
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1445421

進階分析：市場佔有率分析、產業趨勢與統計、成長預測（2024-2029）

Advanced Analytics - Market Share Analysis, Industry Trends & Statistics, Growth Forecasts (2024 - 2029)
出版日期: | 出版商: Mordor Intelligence | 英文 120 Pages | 商品交期: 2-3個工作天內

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簡介目錄

高級分析市場規模預計 2024 年為 473.8 億美元，預計到 2029 年將達到 1252.6 億美元，在預測期內（2024-2029 年）成長 21.46%，年複合成長率成長。

進階分析-市場

進階分析使用資料主導、基於事實的資訊來幫助企業識別趨勢和模式、解決問題、做出準確的未來預測並推動改進。它超越了商業智慧，為組織提供了複雜的演算法和分析技術，以提供更細緻和詳細的答案，使他們能夠做出更具創造性和明智的決策。Masu。

主要亮點

  • 推動市場成長的主要因素是使用機器學習和人工智慧（AI）為客戶提供更個人化的體驗、網路購物的興起以及社交網路平台的普及。
  • 使用高階分析進行需求預測可以幫助企業做出更盈利的決策。政府機構和銀行、製造業和專業服務其他部門最近在巨量資料分析方面投入了大量資金。
  • 社會滲透率提高所產生的資料包含使用傳統分析方法無法發現的隱藏模式。如果使用得當，進階分析解決方案可以幫助企業找到重要的隱藏資料，並利用這些數據為客戶量身定做服務。
  • 然而，對資料隱私和與第三方高階分析平台共用的擔憂可能會阻礙市場的預測期。

由於最近的 COVID-19感染疾病導致需求突然增加，高級分析市場在過去幾年中經歷了巨大的發展。這是因為企業希望利用客戶不斷成長的線上影響力，從而導致對尖端技術和資料分析解決方案的需求顯著增加。

進階分析市場趨勢

擴大數位化趨勢和增加數位資料生產推動市場成長

  • 過去幾十年來，數位資料創建急劇增加。數位資料產生激增的主要原因之一是一般人日常生活中智慧型手機和電腦等數位裝置的使用增加。
  • 物聯網 (IoT) 的日益普及以及許多物聯網設備創建的資料也促進了資料的繁榮。
  • 此外，數位化營運的採用促進了高階分析解決方案的發展。這為應對不斷變化的挑戰提供了新的方法，零售和電子商務業務中數位轉型的採用正在降低營運成本，對市場成長產生積極影響。
  • 必須使用先進的分析和資料探勘來對這些大量資料進行排序，並找到可以幫助公司在各個領域做出更好決策的趨勢。
  • 隨著越來越多的組織在其基礎設施中添加巨量資料工具和分析解決方案，進階分析市場也可能進一步成長。

北美預計將佔據很大佔有率

  • 預計北美市場佔有率最大，其中美國在該領域佔據主導地位。來自低成本地區公司的競爭使該地區對尖端技術更加開放，因為它們擁有支援這些技術的基礎設施並希望儘早採用它們。它已經成為主導。
  • 此外，該地區有大量先進的分析解決方案供應商，預計將推動市場成長。該領域的供應商包括 IBM Corporation、Oracle Corporation、SAS Institute Inc. 和 Microsoft Corporation。
  • 由於公司希望了解持有的資料並發現不同行業的模式，因此預計該地區在預測期內將具有較高的市場收益。
  • 該領域社交媒體的採用也顯著增加，有助於高級分析行業的擴張。該行業擁有完善的基礎設施，有助於新技術的快速採用，使其成為高級分析發展的重要市場。

高階分析產業概述

高階分析市場高度整合，少數大公司控制大部分市場，特別是在企業採用方面。該公司參與資料處理價值鏈的各個階段，鞏固了其市場地位。大公司在這一領域具有優勢，因為它們可以大規模地提供創新、高品質的服務，並根據每個客戶的需求進行客製化。

2022 年 8 月，SAS 和 SingleStore 宣佈建立合作夥伴關係，透過 SAS Viya 提供下一代資料和分析架構。這使您能夠對 SingleStore 雲端原生即時資料庫中儲存的資料使用 SAS 分析和 AI 技術。這種整合提供了對精選資料的靈活、開放的訪問，以加速雲端、混合和本地部署的價值。

其他福利

  • Excel 格式的市場預測 (ME) 表
  • 3 個月分析師支持

目錄

第1章簡介

  • 研究假設和市場定義
  • 調查範圍

第2章調查方法

第3章執行摘要

第4章市場洞察

  • 市場概況
  • 產業價值鏈分析
  • 產業吸引力－波特五力分析
    • 供應商的議價能力
    • 消費者議價能力
    • 新進入者的威脅
    • 替代產品的威脅
    • 競爭公司之間的敵意強度
  • COVID-19 對市場的影響

第5章市場動態

  • 市場促進因素
    • 防止詐欺的需求日益成長
    • 應對巨量資料挑戰的需求不斷成長
    • 擴大數位化趨勢並增加數位資料生成
    • 高階分析解決方案的技術開發
  • 市場限制因素
    • 缺乏資料整合和連接

第6章市場區隔

  • 類型
    • 統計分析
    • 文字分析
    • 風險分析
    • 預測分析
    • 其他類型
  • 最終用戶產業
    • BFSI
    • 零售和消費品
    • 衛生保健
    • 資訊科技和通訊
    • 運輸和物流
    • 政府和國防
    • 其他最終用戶產業
  • 地區
    • 北美洲
      • 美國
      • 加拿大
    • 歐洲
      • 德國
      • 英國
      • 法國
      • 其他歐洲國家
    • 亞太地區
      • 中國
      • 日本
      • 印度
      • 其他亞太地區
    • 拉丁美洲
    • 中東和非洲

第7章 競爭形勢

  • 公司簡介
    • IBM Corporation
    • SAS Institute Inc.
    • Oracle Coporation
    • SAP SE
    • Microsoft Corporation
    • KNIME AG
    • RapidMiner Inc.
    • Alteryx Inc.
    • Avanade Inc.
    • Fair Isaac Corporation（FICO）
    • TIBCO Software Inc.
    • Altair Engineering Inc.

第8章投資分析

第9章 未來的機會

簡介目錄
Product Code: 66555

The Advanced Analytics Market size is estimated at USD 47.38 billion in 2024, and is expected to reach USD 125.26 billion by 2029, growing at a CAGR of 21.46% during the forecast period (2024-2029).

Advanced Analytics - Market

Advanced Analytics uses data-driven, fact-based information to assist businesses in identifying trends and patterns, resolving issues, making precise future predictions, and driving improvements. It goes beyond business intelligence by giving an organization complex algorithms and analytical techniques that let them give more nuanced, detailed answers and make more original, well-informed decisions.

Key Highlights

  • The main things that are driving the growth of the market are the use of machine learning and artificial intelligence (AI) to give customers more personalized experiences, the rise of online shopping, and the spread of social networking platforms.
  • Utilizing sophisticated analytics in demand forecasting can support businesses in making profitable decisions. Governmental organizations and other sectors, including banking, manufacturing, and professional services, have recently invested significantly in big data analytics.
  • The data produced due to rising social penetration contains hidden patterns that cannot be discovered using conventional analytics methods. When used correctly, advanced analytics solutions can help companies find important hidden data that can be used to tailor their services to customers.
  • However, concerns about data privacy and sharing with third-party advanced analytics platforms may stymie the market forecast period.

Due to the COVID-19 pandemic's abrupt rise in demand during that time, the advanced analytics market experienced tremendous development over the last few years. This was because companies wanted to take advantage of their customers' growing online presence, which led to a big rise in demand for cutting-edge technologies and data analytics solutions.

Advanced Analytics Market Trends

Growing Digitization Trends and Increased Digital Data Production to Drive the Market Growth

  • Digital data creation has increased dramatically during the last few decades. One of the leading causes of this surge in the generation of digital data is the increased use of digital devices, such as smartphones and computers, in the daily lives of ordinary people.
  • The growing popularity of the Internet of Things (IoT) and the data made by many IoT devices have also contributed to the data boom.
  • Moreover, the adoption of digital operations facilitates advanced analytics solutions. It provides new ways to tackle evolving challenges, and the adoption of digital transformation in retail and e-commerce businesses has reduced operating costs, positively impacting market growth.
  • Advanced analytics and data mining must be used to sort through these huge amounts of data to find trends that can help companies make better decisions in many areas.
  • The market for advanced analytics is also likely to grow even more as more organizations add big data tools and analysis solutions to their infrastructure.

North America is Expected to Hold a Significant Share

  • The largest market share is anticipated in North America, with the United States dominating the sector. Due to competition from companies that operate in low-cost areas, the region has become dominant because it is becoming more open to cutting-edge technologies, has the infrastructure to support them, and wants to adopt them early.
  • Additionally, there is a significant presence of advanced analytics solution providers in the area, which is likely to boost market growth there. The vendors in the area are IBM Corporation, Oracle Corporation, SAS Institute Inc., and Microsoft Corporation.
  • During the period of projection, this region is expected to have a high market's ability to bring in money because businesses want to understand the data they have and find patterns in different fields.
  • The adoption of social media has also increased significantly in the area, which has helped the advanced analytics industry expand. This area has become an important market for the growth of advanced analytics because it has a well-established infrastructure that makes it easier for new technologies to be adopted quickly.

Advanced Analytics Industry Overview

The market for advanced analytics is pretty consolidated, with a few big companies controlling a big chunk of it, especially when it comes to enterprise adoption.Their participation at all stages of the value chain for data handling strengthens their market positions. Large businesses dominate this sector because they can offer innovative, high-quality services on a wide range of scales and customize them to meet the needs of each customer.

In August 2022, SAS and SingleStore announced their collaboration to deliver next-generation data and analytics architectures with SAS Viya, which enables the use of SAS analytics and AI technology on data stored in SingleStore's cloud-native real-time database. The integration provides flexible, open access to curated data to help accelerate value for cloud, hybrid, and on-premises deployments, and through SAS' analytic performance, the companies aim to reduce the complexity of data management and integration as well as the computational time required to train sophisticated models.

Additional Benefits:

  • The market estimate (ME) sheet in Excel format
  • 3 months of analyst support

TABLE OF CONTENTS

1 INTRODUCTION

  • 1.1 Study Assumptions and Market Definition
  • 1.2 Scope of the Study

2 RESEARCH METHODOLOGY

3 EXECUTIVE SUMMARY

4 MARKET INSIGHTS

  • 4.1 Market Overview
  • 4.2 Industry Value Chain Analysis
  • 4.3 Industry Attractiveness - Porter's Five Forces Analysis
    • 4.3.1 Bargaining Power of Suppliers
    • 4.3.2 Bargaining Power of Consumers
    • 4.3.3 Threat of New Entrants
    • 4.3.4 Threat of Substitute Products
    • 4.3.5 Intensity of Competitive Rivalry
  • 4.4 Impact of COVID-19 on the market

5 MARKET DYNAMICS

  • 5.1 Market Drivers
    • 5.1.1 Growing Need to Prevent Fraudulent Activities
    • 5.1.2 Increasing Demand to Counter Big Data Challenges
    • 5.1.3 Growing Digitization Trends and Increased Digital Data Production
    • 5.1.4 Technological Developments of Advanced Analytics Solutions
  • 5.2 Market Restraints
    • 5.2.1 Lack of Data Integration and Connectivity

6 MARKET SEGMENTATION

  • 6.1 Type
    • 6.1.1 Statistical Analysis
    • 6.1.2 Text Analytics
    • 6.1.3 Risk Analytics
    • 6.1.4 Predictive Analytics
    • 6.1.5 Other Types
  • 6.2 End-user Industry
    • 6.2.1 BFSI
    • 6.2.2 Retail and Consumer Goods
    • 6.2.3 Healthcare
    • 6.2.4 IT & Telecommunication
    • 6.2.5 Transportation & Logistics
    • 6.2.6 Government & Defense
    • 6.2.7 Other End-user Industries
  • 6.3 Geography
    • 6.3.1 North America
      • 6.3.1.1 United States
      • 6.3.1.2 Canada
    • 6.3.2 Europe
      • 6.3.2.1 Germany
      • 6.3.2.2 United Kingdom
      • 6.3.2.3 France
      • 6.3.2.4 Rest of Europe
    • 6.3.3 Asia-Pacific
      • 6.3.3.1 China
      • 6.3.3.2 Japan
      • 6.3.3.3 India
      • 6.3.3.4 Rest of Asia-Pacific
    • 6.3.4 Latin America
    • 6.3.5 Middle East & Africa

7 COMPETITIVE LANDSCAPE

  • 7.1 Company Profiles
    • 7.1.1 IBM Corporation
    • 7.1.2 SAS Institute Inc.
    • 7.1.3 Oracle Coporation
    • 7.1.4 SAP SE
    • 7.1.5 Microsoft Corporation
    • 7.1.6 KNIME AG
    • 7.1.7 RapidMiner Inc.
    • 7.1.8 Alteryx Inc.
    • 7.1.9 Avanade Inc.
    • 7.1.10 Fair Isaac Corporation (FICO)
    • 7.1.11 TIBCO Software Inc.
    • 7.1.12 Altair Engineering Inc.

8 INVESTMENT ANALYSIS

9 FUTURE OPPORTUNITIES