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市場調查報告書

商品編碼

1527828

按組件、部署模式、組織規模和地區指示性分析市場規模、佔有率和成長分析 - 2024-2031 年產業預測

Prescriptive Analytics Market Size, Share, Growth Analysis, By Component (Software, Services), By Deployment Mode (Cloud, On-premises), By Organization size (Large Enterprises, Small & Medium Enterprises), By Region-Industry Forecast 2024-2031

出版日期: 2024年07月26日 | 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年全球指示性分析市場規模將達到62億美元，預測期（2024-2031年）複合年成長率為24%，從2023年的76.9億美元成長到2031年的429.7億美元。

資料可用性的提高和分析技術的進步正在推動預測性和指示性分析解決方案的採用。基於說明分析，公司正在利用這些先進的工具來獲得更深入的見解、預測未來趨勢並最佳化決策。透過識別資料中的模式和相關性，預測分析使企業能夠預測未來事件並採取主動措施。指示性分析更進一步，根據預測結果建議最佳操作。隨著企業尋求提高效率、降低成本並獲得競爭優勢，各行業對預測性和指示性分析的需求預計將持續成長。

市場概況
北美洲
- 美國
- 加拿大
歐洲
- 德國
- 英國
- 法國
- 義大利
- 西班牙
- 其他歐洲國家地區
亞太地區
- 中國
- 印度
- 日本
- 韓國
- 其他亞太地區
拉丁美洲
- 巴西
- 其他拉丁美洲地區
中東和非洲 (MEA)
- 海灣合作理事會國家
- 南非
- 其他中東/非洲地區

競爭格局

前5名企業對比
主要企業市場定位（2023年）
主要市場參與者所採取的策略
近期市集活動
主要企業市場佔有率（2023年）

主要企業簡介

IBM（US）
Microsoft（US）
Salesforce（US）
SAP（Germany）
SAS Institute（US）
FICO（US）
Ayata（US）
Altair（US）
Alteryx（US）,
Sisense（US）
Happiest Minds（India）
Zebra（England）
RapidMiner（US）
Qlik（US）
River Logic（US）
Frontline Systems（US）
Netformx（US）
Mitek Analytics（France）
Panorat.IO（US）
BOARD International（Switzerland）
Domo, Inc.（US）

簡介目錄

Product Code: SQMIG45C2035

Global Prescriptive Analytics Market size was valued at USD 6.20 billion in 2022 and is poised to grow from USD 7.69 billion in 2023 to USD 42.97 billion by 2031, at a CAGR of 24% during the forecast period (2024-2031).

The increasing availability of data and advancements in analytics technologies are driving the adoption of predictive and prescriptive analytics solutions. Building upon the foundation of descriptive analytics, organizations are leveraging these advanced tools to gain deeper insights, forecast future trends, and optimize decision-making. By identifying patterns and correlations within data, predictive analytics enables businesses to anticipate future events and take proactive measures. Prescriptive analytics goes a step further by recommending optimal actions based on predicted outcomes. As organizations seek to improve efficiency, reduce costs, and gain a competitive edge, the demand for predictive and prescriptive analytics is expected to continue growing across industries.

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 Component, Deployment mode, Organization size, application, Business function, Data type, Vertical, and region. Based on Component, the market is segmented into Software, and Services. Based on Deployment mode, the market is segmented into Cloud and On-premises. Based on Organization size, the market is segmented into Large, Small & Medium (SMEs). Based on Application, the market is segmented into Risk management, Operation management, Revenue management, Network management, Workforce management, Supply Chain management, and Others (asset management, customer relationship management). Based on Business function, the market is segmented into HR, Sales, Marketing, Finance, Operations. Based on Data type, the market is segmented into Unstructured, Semi-structured, Structured. Based on Vertical, the market is segmented into BFSI, Retail and eCommerce, Media and Entertainment, Manufacturing, Travel and Hospitality, Energy and Utilities, Telecom and IT, Transportation and Logistics, Healthcare and LifeSciences, Government and Defence, and Others (Agriculture, Academics, and Research). Based on 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 and data-driven decision-making are driving the adoption of prescriptive analytics. As businesses strive to deliver personalized experiences and gain a competitive edge, the ability to leverage vast amounts of data to predict customer behavior and preferences becomes increasingly crucial. Prescriptive analytics empowers organizations to analyze complex data sets, identify patterns, and recommend optimal actions, ultimately leading to improved customer satisfaction and business outcomes.

Restraints in the Global Prescriptive Analytics Market

The shortage of skilled data scientists and analysts is a significant barrier to the widespread adoption of prescriptive analytics. Organizations face challenges in recruiting and retaining talent with the necessary expertise to build and deploy complex analytical models. This talent gap can hinder the realization of the full potential of prescriptive analytics and delay the time to value for businesses seeking to leverage these advanced capabilities.

Market Trends of the Global Prescriptive Analytics Market

The convergence of AI and advanced analytics is driving rapid adoption of prescriptive analytics across industries. Organizations are increasingly recognizing the potential of these technologies to optimize operations, improve decision-making, and gain a competitive edge. By leveraging vast amounts of data and sophisticated algorithms, prescriptive analytics empowers businesses to not only predict future outcomes but also prescribe optimal actions. This shift towards data-driven decision-making is reshaping business models and driving market growth.

Introduction

Objectives of the Study
Definitions
Market Scope

Research Methodology

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

Executive Summary

Market Overview Outlook
Supply Demand Trend Analysis
Segmental Opportunity Analysis

Market Dynamics & Outlook

Market Dynamics
- Drivers
- Opportunities
- Restraints
- Challenges
Porters Analysis
- Competitive rivalry
- Threat of Substitute Products
- Bargaining Power of Buyers
- Threat of New Entrants
- Bargaining Power of Suppliers

Key Market Insights

Key Success Factors of The Market
Degree Of Competition
Top Investment Pockets
Market Attractive Index
Ecosystem Mapping
Technology Analysis
Pricing Analysis
Supply Chain Analysis
Value Chain Analysis
IP Analysis
Trade Analysis
Startup Analysis
Raw Material Analysis
Innovation Matrix
Pipeline Product Analysis
Macroeconomic Indicators
Top Investment Analysis

Global Prescriptive Analytics Market by Component

Market Overview
Software
Services
Professional Services
Managed Services

Global Prescriptive Analytics Market by Deployment Mode

Market Overview
Cloud
On-premises

Global Prescriptive Analytics Market by Organization size

Market Overview
Large enterprises
Small enterprises (SMEs)

Global Prescriptive Analytics Market by Application

Market Overview
Risk Management
Operation Management
Revenue Management
Network Management
Workforce Management
Supply Chain Management
Others (Asset Management, Customer Relationship Management)

Global Prescriptive Analytics Market by Business function

Market Overview
HR
Sales
Marketing
Finance
Operation

Global Prescriptive Analytics Market by Data type

Market Overview
Unstructured
Semi-structured
Structured

Global Prescriptive Analytics Market by Vertical

Market Overview
BFSI
Retail and eCommerce
Media and Entertainment
Manufacturing
Travel and Hospitality
Energy and Utilities
Telecom and IT
Transportation and Logistics
Healthcare and LifeSciences
Government and Defense
Others (Agriculture, Academics, and Research)

Global Prescriptive Analytics Market Size by Region

Market Overview
North America
- USA
- Canada
Europe
- Germany
- UK
- France
- Italy
- Spain
- 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, 2023
Strategies Adopted by Key Market Players
Recent Activities in the Market
Key Companies Market Share (%), 2023

Key Company Profiles

IBM (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Microsoft (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Salesforce (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
SAP (Germany)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
SAS Institute (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
FICO (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Ayata (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Altair (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Alteryx (US),
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Sisense (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Happiest Minds (India)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Zebra (England)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
RapidMiner (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Qlik (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
River Logic (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Frontline Systems (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Netformx (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Mitek Analytics (France)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Panorat.IO (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
BOARD International (Switzerland)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Domo, Inc. (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments