This research report categorizes the prescriptive analytics market based on components, type, deployment mode, organization size, application, vertical, and regions.
Northbrook, IL 60062 -- (SBWIRE) -- 01/09/2024 -- The global Prescriptive Analytics Market size to grow from USD 4.9 billion in 2021 to USD 14.3 billion by 2026, at a Compound Annual Growth Rate (CAGR) of 24.0% during the forecast period, according to research report by MarketsandMarkets™.
Various factors such as increasing spending on marketing and advertising activities by enterprises, changing landscape of customer intelligence to drive the market, and proliferation of customer channels are expected to drive the adoption of prescriptive analytics solutions and services.
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Prescriptive analytics is an advanced form of analytics, which comprehensively analyzes the data to determine the best possible outcomes among numerous choices under given parameters. This advanced technology combines tools and techniques, such as machine learning, artificial intelligence, mathematical sciences, and multiple computational modeling procedures to prescribe the next course of action that should be undertaken. The technology is capable of forecasting future scenarios, prescribing various outcomes that might arise with the passage of time. The prescriptive analytics technology utilizes both descriptive as well as predictive analytical algorithms to help businesses make quick and actionable decisions in near real-time. The much-anticipated self-driving cars are the best example of prescriptive analytical techniques that will drive the way into the future.
Some of the key players operating in the prescriptive analytics market include IBM(US), Microsoft(US), Salesforce(US), SAP(Germany), SAS Institute(US), Talend(US), FICO(US), Ayata(US), Altair(US), Alteryx(US), Tibco(US), Sisense(US) and Infor(US). These prescriptive analytics vendors have adopted various organic and inorganic strategies to sustain their positions and increase their market shares in the prescriptive analytics market.
International Business Machines (IBM) was incorporated in 1911 and is headquartered in New York, US. IBM is one of the leading American computer manufacturers and providers of cloud, cognitive security, research, analytics, consulting, IoT, and IT infrastructure. IBM operates through five segments: Cloud & Cognitive Software, Systems, Global Technology Services, Global Business Services, and Global Financing. The company manufactures and sells computer hardware and software, and offers infrastructure services, consulting services, and hosting services for mainframe computers and nanotechnology. It has a client base of more than 17,000 in more than 130 countries. Further, it has almost 8,000 subject matter experts and more than 3,000 researchers working in 12 labs located across six continents. For more than seven decades, IBM has been building industry-based solutions to real world problems with the help of Watson, its AI platform for business, redefining the future of information technology through its high-quality R&D.
SAS Institute was founded in 1976 and is headquartered in North Carolina, US. SAS is the global leader in business analytics software and services and is the largest independent vendor in the BI industry. SAS provides software applications including BI, data integration, fraud management, financial management, and IT management. Through innovative software and services, SAS empowers its customers to transform data into business intelligence.
Fair Issac Corporation (FICO) is another leading analytics software company founded in 1956, in California, US. The company operates in more than 90 countries, helping customers make better decisions and attaining a higher level of growth and customer satisfaction. It offers a wide range of products, including Fico Debt Manager Solution, Fico Falcon Fraud Manager, Fico Engagement Analyzer, Fico Blaze Advisor Decision Rules Management Systems, Fico Score, Fixo Decision Management Suite, Fico Score Open Access, and Fico Xpress Optimization Suite. FICO operates in various industries, including financial services, health care, insurance, automotive, public sector, retail, pharmaceuticals, telecommunications, travel and hospitality, media and entertainment, and high tech and utilities.
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Key Dynamic Factors For Prescriptive Analytics Market:
Technological Progress:
Prescriptive analytics is seeing innovation due to ongoing developments in machine learning (ML), artificial intelligence (AI), and data analytics technologies. Prescriptive solutions are more accurate and capable thanks to new models and algorithms.
Connectivity with Additional Analytics Fields:
A dynamic trend is the convergence of descriptive, predictive, and prescriptive analytics. Businesses look for integrated analytics solutions that offer a thorough perspective of past data, forecast insights, and practical suggestions.
Analytics in Real Time:
All industries are seeing a rise in the need for real-time prescriptive analytics solutions. Real-time processing and insights are becoming more and more important as businesses strive to be able to make decisions based on the most recent data.
Sector-Specific Remedies:
Prescriptive analytics systems can be dynamically tailored to certain sectors and use cases. Various industries, including manufacturing, logistics, healthcare, and finance, present different opportunities and difficulties that call for specialised prescriptive analytics techniques.
Security and Privacy of Data:
Prescriptive analytics solutions are developed and adopted with consideration for data privacy and security in mind. To protect sensitive data, businesses must make sure that regulations are followed and put strong security measures in place.
Cloud-Based Programmes:
A dynamic trend is the move towards cloud-based prescriptive analytics systems. Cloud platforms are appealing to enterprises seeking to use and administer prescriptive analytics solutions more effectively because they provide scalability, flexibility, and accessibility.
Competitive and Segmentation Analysis:
There is fierce rivalry in the ever-changing prescriptive analytics market from a wide range of solution vendors trying to gain market share. Leading companies in the industry are always striving to improve their technological prowess, using advances in machine learning and artificial intelligence to provide more complex and precise predictive analytics. In order to keep ahead of the fast changing analytics landscape, firms are pursuing strategic alliances, acquisitions, and collaborations as a means of expanding their market reach, gaining expertise, and maintaining a competitive edge.
Prescriptive analytics market segmentation analysis divides the market into several groups according on industry verticals, deployment strategies, and organisational sizes. With specialised products for the manufacturing, healthcare, and financial industries, industry-specific solutions are becoming more and more popular.
Furthermore, prescriptive analytics systems' accessibility and user-friendliness are crucial to understanding market dynamics. In order to democratise access to prescriptive insights and empower decision-makers from a variety of functional areas to properly use analytics, vendors are placing an increasing emphasis on user-friendly interfaces. As the market develops, a differentiator for solution providers will be their capacity to provide comprehensive and integrated analytics solutions that integrate predictive, prescriptive, and descriptive analytics.
In conclusion, the prescriptive analytics market is distinguished by a complex segmentation structure, fierce rivalry, and technical innovation. In order to maintain their competitiveness in a market where the need for actionable insights across various industries and organisational scales is constantly growing, companies are deliberately positioning themselves inside particular niches, forging alliances, and investing in cutting-edge technologies.
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