预测分析市场分析及预测(按规模、份额、增长、趋势划分)2031 年

  • Report Code : TIPTE100000160
  • Category : Technology, Media and Telecommunications
  • No. of Pages : 150
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Predictive Analytics Market Size and Share Overview 2031

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预测分析市场规模预计将从 2023 年的 148.2553 亿美元增至 2031 年的 663.7054 亿美元。预计 2023-2031 年期间市场复合年增长率将达到 20.6%。端点保护的扩展可能仍是市场的一个主要趋势。

预测分析市场分析

随着复杂预测分析工具的广泛采用,企业现在使用大数据来主动检测可能性和危险。由于现代技术的发展,预测分析现在比以往任何时候都更容易获得。企业需要先确定业务目的,然后才能使用预测分析,无论是提高销售额、简化流程还是提高客户满意度。随后,借助正确的工具,该组织可以创建预测分析模型,产生可操作的见解,并筛选大量异构数据以实现该目标。

预测分析市场概况

预测分析是高级分析的一个子领域,它使用历史数据以及统计建模、数据挖掘和机器学习来预测未来事件。企业使用预测分析来寻找数据中的趋势,以确定可能性和危险。预测分析经常与数据科学和大数据相关联。公司目前充斥着大量数据,这些数据存储在公司各处的各种数据存储库中,包括日志文件、照片和视频。数据科学家使用机器学习和深度学习算法来识别数据中的趋势并预测未来事件,以提取有价值的见解。神经网络、决策树、逻辑和线性回归模型以及其他统计技术就是其中的一些。某些建模策略利用初步预测见解来获得更多预测见解。

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预测分析市场:

预测分析市场
  • Predictive Analytics Market
    复合年增长率(2023 - 2031)
    20.6%
  • 2023 年市场规模
    148.2553 亿美元
  • 市场规模 2031
    663.7054 亿美元

市场动态

增长动力
  • AIoT技术的出现
未来趋势
  • 端点保护的扩展
机会
  • 互联网的日益普及

关键人物

  • IBM 公司
  • 微软公司
  • 甲骨文公司
  • 思爱普
  • 谷歌有限责任公司
  • SAS 研究所
  • Salesforce.com
  • 公司
  • 亚马逊网络服务
  • 惠普企业发展有限公司 (HPE)

区域概况

Predictive Analytics Market
  • 北美
  • 欧洲
  • 亚太
  • 南美洲和中美洲
  • 中东和非洲

市场细分

Predictive Analytics Market成分
  • 解决方案
Predictive Analytics Market部署模式
  • 本地和云端
Predictive Analytics Market组织规模
  • 中小企业和大型企业
Predictive Analytics Market垂直行业
  • 信息技术和电信
  • 金融保险业协会
  • 能源与公用事业
  • 政府和国防
  • 零售和电子商务
  • 制造业
  • 示例 PDF 通过定性和定量分析展示了内容结构和信息的性质。

预测分析市场驱动因素和机遇

AIoT技术的出现

物联网 (IoT) 基础设施和人工智能 (AI) 技术相结合,形成了物联网人工智能(AIoT)。AIoT 旨在提高数据管理和分析、人机交互和物联网运营效率。人工智能 (AI) 广泛应用于语音识别、机器视觉和自然语言处理。AI 是计算机(尤其是计算机系统)对人类智能过程的模拟。物联网 (IoT) 是一个由互连的计算设备、数字和机械机械或可以通过网络传递数据而无需人机或人机界面的物品组成的系统。AIoT 具有革命性,对这两种技术都有利,因为 AI 可以改善决策能力,并通过机器学习能力为物联网增加价值。

互联网的日益普及

互联网的普及率在全球范围内不断增长。因此,越来越多地采用环境隧道系统照明替代品为市场创造了更多机会。截至 2024 年 4 月初,全球互联网用户为 54.4 亿,占全球总人口的 67.1%。这个惊人的数字表明,现在互联网用户的数量是非用户的两倍多,互联网用户成为“绝大多数”。使用互联网的人数也在增加;根据最新数据,截至 2024 年 4 月的一年中,全球新增了 1.78 亿人上网。因此,互联网的日益普及为预测分析市场创造了各种机会。

预测分析市场报告细分分析

有助于得出预测分析市场分析的关键部分是组件、部署模式、组织规模和行业垂直。

  • 根据组成部分,预测分析市场分为解决方案(风险分析、营销分析、销售分析、客户分析等)和服务。解决方案部分在 2023 年占据了更大的市场份额。
  • 根据部署模式,市场分为本地部署和基于云的部署。2023 年,云部署占据了更大的市场份额。
  • 根据组织规模,市场分为中小型企业 (SME) 和大型企业。
  • 按垂直行业划分,市场分为 IT 和电信、BFSI、能源和公用事业、政府和国防、零售和电子商务、制造业等。

预测分析市场份额(按地区)分析

预测分析市场报告的地理范围主要分为五个地区:北美、亚太地区、欧洲、中东和非洲、南美和中美。

亚太地区在预测分析市场中占据主导地位。该地区的预测分析市场由于各种因素而不断增长,例如互联网使用率的提高和技术进步。该地区的企业正在投入更多资金和精力来寻找专门用于管理与在家办公模式相关的安全威胁的智能管理解决方案。因此, 预计预测分析市场将在未来几年实现大幅增长。

预测分析市场报告范围

报告属性细节
2023 年的市场规模148.2553亿美元
2031 年市场规模663.7054亿美元
全球复合年增长率(2023 - 2031)20.6%
史料2021-2022
预测期2024-2031
涵盖的领域按组件
  • 解决方案
按部署模式
  • 本地和云端
按组织规模
  • 中小企业和大型企业
按垂直行业
  • 信息技术和电信
  • 金融保险业协会
  • 能源与公用事业
  • 政府和国防
  • 零售和电子商务
  • 制造业
覆盖地区和国家北美
  • 我们
  • 加拿大
  • 墨西哥
欧洲
  • 英国
  • 德国
  • 法国
  • 俄罗斯
  • 意大利
  • 欧洲其他地区
亚太
  • 中国
  • 印度
  • 日本
  • 澳大利亚
  • 亚太其他地区
南美洲和中美洲
  • 巴西
  • 阿根廷
  • 南美洲和中美洲其他地区
中东和非洲
  • 南非
  • 沙特阿拉伯
  • 阿联酋
  • 中东和非洲其他地区
市场领导者和主要公司简介
  • IBM 公司
  • 微软公司
  • 甲骨文公司
  • 思爱普
  • 谷歌有限责任公司
  • SAS 研究所
  • Salesforce.com
  • 公司
  • 亚马逊网络服务
  • 惠普企业发展有限公司 (HPE)
  • 示例 PDF 通过定性和定量分析展示了内容结构和信息的性质。

预测分析市场新闻和最新发展

预测分析市场通过收集一手和二手研究后的定性和定量数据进行评估,其中包括重要的公司出版物、协会数据和数据库。预测分析市场的一些发展如下:

  • mPulse 是医疗行业对话式 AI 和数字互动解决方案的领导者,该公司宣布 2024 年第一季度的势头比 2023 年第一季度强劲,所有业务部门均实现增长。该公司还宣布推出集成预测分析和全渠道互动产品功能,在数字健康生态系统中建立了一个新类别。(来源:mPulse,新闻稿,2024 年 5 月)
  • AVEVA 是推动创新和可持续发展的工业软件全球领导者,该公司宣布推出其最新的 AVEVA Predictive Analytics 软件版本,该软件专为预测性监测石油和天然气、电力、化学品、采矿和矿产以及制造业的工业资产而设计。该软件可帮助工业运营商实现工业资产的最高可靠性和性能水平,同时提高可持续性并提高劳动力生产率。(来源:AVEVA,新闻稿,2023 年 2 月)

预测分析市场报告覆盖范围和交付成果

“预测分析市场规模和预测(2021-2031)”报告对市场进行了详细分析,涵盖以下领域:

  • 预测分析市场规模以及范围涵盖的所有关键细分市场的全球、区域和国家层面的预测
  • 预测分析市场趋势以及市场动态,如驱动因素、限制因素和关键机遇
  • 详细的 PEST/波特五力分析和 SWOT 分析
  • 预测分析市场分析涵盖关键市场趋势、全球和区域框架、主要参与者、法规和最新市场发展
  • 行业格局和竞争分析,涵盖市场集中度、热图分析、知名参与者以及预测分析市场的最新发展
  • 详细的公司简介
Report Coverage
Report Coverage

Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends

Segment Covered
Segment Covered

This text is related
to segments covered.

Regional Scope
Regional Scope

North America, Europe, Asia Pacific, Middle East & Africa, South & Central America

Country Scope
Country Scope

This text is related
to country scope.

Frequently Asked Questions


What is the expected CAGR of the predictive analytics market?

The expected CAGR of the global predictive analytics market is 20.6%.

What would be the estimated value of the predictive analytics market by 2031?

The global predictive analytics market is expected to reach US$ 66370.54 million by 2031.

What are the future trends of the predictive analytics market?

The expansion of endpoint protection is anticipated to play a significant role in the global predictive analytics market in the coming years.

Which are the leading players operating in the predictive analytics market?

The key players holding majority shares in the global predictive analytics market are IBM Corporation, Microsoft Corporation, Oracle Corporation, SAP SE, Google LLC, SAS Institute Inc., Salesforce.com, inc., Amazon Web Services, Hewlett Packard Enterprise Development LP (HPE), and NTT DATA Corporation.

What are the driving factors impacting the predictive analytics market?

The increasing need for road safety and the increasing adoption of environmental tunnel system lighting alternatives are the major factors that propel the global predictive analytics market.

Which region dominated the predictive analytics market in 2023?

APAC dominates the predictive analytics market.

The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.

  1. Data Collection and Secondary Research:

As a market research and consulting firm operating from a decade, we have published and advised several client across the globe. First step for any study will start with an assessment of currently available data and insights from existing reports. Further, historical and current market information is collected from Investor Presentations, Annual Reports, SEC Filings, etc., and other information related to company’s performance and market positioning are gathered from Paid Databases (Factiva, Hoovers, and Reuters) and various other publications available in public domain.

Several associations trade associates, technical forums, institutes, societies and organization are accessed to gain technical as well as market related insights through their publications such as research papers, blogs and press releases related to the studies are referred to get cues about the market. Further, white papers, journals, magazines, and other news articles published in last 3 years are scrutinized and analyzed to understand the current market trends.

  1. Primary Research:

The primarily interview analysis comprise of data obtained from industry participants interview and answers to survey questions gathered by in-house primary team.

For primary research, interviews are conducted with industry experts/CEOs/Marketing Managers/VPs/Subject Matter Experts from both demand and supply side to get a 360-degree view of the market. The primary team conducts several interviews based on the complexity of the markets to understand the various market trends and dynamics which makes research more credible and precise.

A typical research interview fulfils the following functions:

  • Provides first-hand information on the market size, market trends, growth trends, competitive landscape, and outlook
  • Validates and strengthens in-house secondary research findings
  • Develops the analysis team’s expertise and market understanding

Primary research involves email interactions and telephone interviews for each market, category, segment, and sub-segment across geographies. The participants who typically take part in such a process include, but are not limited to:

  • Industry participants: VPs, business development managers, market intelligence managers and national sales managers
  • Outside experts: Valuation experts, research analysts and key opinion leaders specializing in the electronics and semiconductor industry.

Below is the breakup of our primary respondents by company, designation, and region:

Research Methodology

Once we receive the confirmation from primary research sources or primary respondents, we finalize the base year market estimation and forecast the data as per the macroeconomic and microeconomic factors assessed during data collection.

  1. Data Analysis:

Once data is validated through both secondary as well as primary respondents, we finalize the market estimations by hypothesis formulation and factor analysis at regional and country level.

  • Macro-Economic Factor Analysis:

We analyse macroeconomic indicators such the gross domestic product (GDP), increase in the demand for goods and services across industries, technological advancement, regional economic growth, governmental policies, the influence of COVID-19, PEST analysis, and other aspects. This analysis aids in setting benchmarks for various nations/regions and approximating market splits. Additionally, the general trend of the aforementioned components aid in determining the market's development possibilities.

  • Country Level Data:

Various factors that are especially aligned to the country are taken into account to determine the market size for a certain area and country, including the presence of vendors, such as headquarters and offices, the country's GDP, demand patterns, and industry growth. To comprehend the market dynamics for the nation, a number of growth variables, inhibitors, application areas, and current market trends are researched. The aforementioned elements aid in determining the country's overall market's growth potential.

  • Company Profile:

The “Table of Contents” is formulated by listing and analyzing more than 25 - 30 companies operating in the market ecosystem across geographies. However, we profile only 10 companies as a standard practice in our syndicate reports. These 10 companies comprise leading, emerging, and regional players. Nonetheless, our analysis is not restricted to the 10 listed companies, we also analyze other companies present in the market to develop a holistic view and understand the prevailing trends. The “Company Profiles” section in the report covers key facts, business description, products & services, financial information, SWOT analysis, and key developments. The financial information presented is extracted from the annual reports and official documents of the publicly listed companies. Upon collecting the information for the sections of respective companies, we verify them via various primary sources and then compile the data in respective company profiles. The company level information helps us in deriving the base number as well as in forecasting the market size.

  • Developing Base Number:

Aggregation of sales statistics (2020-2022) and macro-economic factor, and other secondary and primary research insights are utilized to arrive at base number and related market shares for 2022. The data gaps are identified in this step and relevant market data is analyzed, collected from paid primary interviews or databases. On finalizing the base year market size, forecasts are developed on the basis of macro-economic, industry and market growth factors and company level analysis.

  1. Data Triangulation and Final Review:

The market findings and base year market size calculations are validated from supply as well as demand side. Demand side validations are based on macro-economic factor analysis and benchmarks for respective regions and countries. In case of supply side validations, revenues of major companies are estimated (in case not available) based on industry benchmark, approximate number of employees, product portfolio, and primary interviews revenues are gathered. Further revenue from target product/service segment is assessed to avoid overshooting of market statistics. In case of heavy deviations between supply and demand side values, all thes steps are repeated to achieve synchronization.

We follow an iterative model, wherein we share our research findings with Subject Matter Experts (SME’s) and Key Opinion Leaders (KOLs) until consensus view of the market is not formulated – this model negates any drastic deviation in the opinions of experts. Only validated and universally acceptable research findings are quoted in our reports.

We have important check points that we use to validate our research findings – which we call – data triangulation, where we validate the information, we generate from secondary sources with primary interviews and then we re-validate with our internal data bases and Subject matter experts. This comprehensive model enables us to deliver high quality, reliable data in shortest possible time.

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