全球规范分析市场规模、份额、成长分析，按部署模式（云端和本地）、组织规模（大型和中小型）- 2024-2031 年行业预测

Global Prescriptive Analytics Market Size, Share, Growth Analysis, By Deployment Mode(Cloud and On-Premises), By Organization Size(Large and Small & Medium) - Industry Forecast 2024-2031

出版日期: 2024年04月06日 | 出版商:

SkyQuest | 英文 197 Pages | 商品交期: 3-5个工作天内

价格

简介目录

2022 年，全球规范分析市场规模为 399.9 亿美元，预计将从 2023 年的 477.2 亿美元成长到 2031 年的 1,963.5 亿美元，预测期（2024-2031 年）复合年增长率为 19.34%。

已经采用描述性分析工具的企业和组织能够更好地采用预测性和规范性分析解决方案。凭藉分析历史资料和运行演算法的能力，这些公司可以有效地利用此类解决方案。据美国国家医学院称，美国医疗保健产业每年因不必要的服务而产生高达 7,500 亿美元的巨额成本。预测分析可以透过评估患者患某种特定疾病的可能性来帮助减少这种财务浪费，从而可能节省高达 15% 的行业预算。全球对巨量资料基础设施的投资不断增加、网路犯罪的增加以及对犯罪预测和预防的需求预计将在未来几年推动规范性分析的成长。这些因素加上传统商业智慧工具的局限性，预计将进一步推动这一成长。

市场概况
北美洲
- 美国
- 加拿大
欧洲
- 德国
- 西班牙
- 法国
- 英国
- 欧洲其他地区
亚太地区
- 中国
- 印度
- 日本
- 韩国
- 亚太其他地区
拉丁美洲
- 巴西
- 拉丁美洲其他地区
中东和非洲 (MEA)
- 海湾合作委员会国家
- 南非
- MEA 的其余部分

竞争格局

前 5 名玩家比较
2021 年关键参与者的市场定位
主要市场参与者所采取的策略
最佳制胜策略
近期市集活动
主要公司市占率（%），2021年

主要公司简介

IBM (United States)
Microsoft Corporation (United States)
SAP SE (Germany)
SAS Institute Inc. (United States)
Oracle Corporation (United States)
FICO (United States)
TIBCO Software Inc. (United States)
Teradata Corporation (United States)
Alteryx, Inc. (United States)
Angoss Software Corporation (Canada)
Frontline Systems, Inc. (United States)
River Logic, Inc. (United States)
Profitect Inc. (United States)
Ayata (United States)
IBM Watson (United States)
Gurobi Optimization, LLC (United States)
Panoratio Database Images GmbH (Germany)
NGDATA (Belgium)
Provalis Research (Canada)
Tibco Jaspersoft (United States)
Absolutdata (United States)
RapidMiner (United States)

简介目录

Product Code: SQMIG45C2035

Global prescriptive analytics market size was valued at USD 39.99 billion in 2022 and is poised to grow from USD 47.72 billion in 2023 to USD 196.35 billion by 2031, at a CAGR of 19.34% during the forecast period (2024-2031).

Businesses and organizations that have already embraced descriptive analytics tools are in a better position to adopt predictive and prescriptive analytics solutions. With the ability to analyze historical data and run algorithms, these companies can effectively utilize such solutions. According to the National Academy of Medicine, the US healthcare industry incurs a significant annual cost of $750 billion due to unnecessary services. Predictive analytics can help mitigate this financial waste by assessing the likelihood of a patient developing a specific ailment, potentially saving up to 15% of the industry's budget. The increasing global investment in big data infrastructure, the rise in cybercrimes, and the demand for crime prediction and prevention are all expected to drive the growth of prescriptive analytics in the coming years. These factors, coupled with the limitations of traditional business intelligence tools, are anticipated to further fuel this growth.

Top-down and bottom-up approaches were used to estimate and validate the size of the global prescriptive 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 Prescriptive Analytics Market Segmental Analysis

Global prescriptive analytics market is segmented based on the component, deployment mode, organization size and region. By component, the market is segmented into software, services, professional services, managed services. By deployment mode, the market is segmented into cloud and on-premises. By organization size, the market is segmented into large, small & medium. By region, the market is segmented into North America, Europe, Asia Pacific, Middle East and Africa, and Latin America.

Drivers of the Global Prescriptive Analytics Market

Customer-centricity is a driving force across various industries. Prescriptive analytics plays a crucial role in enabling businesses to enhance customer experiences by analyzing data related to customer preferences, behavior patterns, and demographics. By leveraging this insight, organizations can create targeted marketing campaigns, provide personalized recommendations, and offer tailored product solutions to meet individual customer needs and preferences.

Restraints in the Global Prescriptive Analytics Market

Implementing prescriptive analytics necessitates proficiency in various domains such as data science, statistical modeling, machine learning, and programming. The scarcity of professionals equipped with these analytical skills presents a significant challenge for organizations seeking to adopt prescriptive analytics. The shortage of talent capable of comprehending intricate data sets and extracting actionable insights may impede the broad adoption of prescriptive analytics solutions.

Market Trends of the Global Prescriptive Analytics Market

A significant trend in the global prescriptive analytics market is the increasing adoption of AI-driven decision-making solutions across diverse industries. Businesses are realizing the importance of prescriptive analytics in streamlining operations, improving customer satisfaction, and gaining a competitive edge. This trend is fueled by the necessity to make timely data-driven decisions, empowering organizations to adapt to changing market dynamics efficiently. Thanks to advancements in machine learning and big data technologies, prescriptive analytics solutions are becoming more accessible and cost-effective, appealing to a wider range of enterprises. Consequently, the global prescriptive analytics market is anticipated to maintain its robust growth trajectory in the foreseeable future.

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 Prescriptive Analytics Market by Deployment Mode

Market Overview
Cloud and On-Premises

Global Prescriptive Analytics Market by Organization Size

Market Overview
Large and Small & Medium

Global Prescriptive 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 (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Microsoft Corporation (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
SAP SE (Germany)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
SAS Institute Inc. (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Oracle Corporation (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
FICO (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
TIBCO Software Inc. (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Teradata Corporation (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Alteryx, Inc. (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Angoss Software Corporation (Canada)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Frontline Systems, Inc. (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
River Logic, Inc. (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Profitect Inc. (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Ayata (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
IBM Watson (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Gurobi Optimization, LLC (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Panoratio Database Images GmbH (Germany)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
NGDATA (Belgium)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Provalis Research (Canada)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Tibco Jaspersoft (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Absolutdata (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
RapidMiner (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments