Global Predictive Analytics Market report from Global Insight Services is the single authoritative source of intelligence on Predictive Analytics Market. The report will provide you with analysis of impact of latest market disruptions such as Russia-Ukraine war and Covid-19 on the market. Report provides qualitative analysis of the market using various frameworks such as Porters’ and PESTLE analysis. Report includes in-depth segmentation and market size data by categories, product types, applications, and geographies. Report also includes comprehensive analysis of key issues, trends and drivers, restraints and challenges, competitive landscape, as well as recent events such as M&A activities in the market.
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Predictive analytics uses a variety of methods to make predictions, such as statistical modeling, machine learning, and artificial intelligence. These methods are used to analyze data from a variety of sources, such as customer data, financial data, and social media data.
Predictive analytics can be used to make a variety of predictions, such as the likelihood of a customer making a purchase, the probability of a financial event occurring, or the likelihood of a patient developing a certain disease.
Key Trends and Drivers
Some of the key trends in predictive analytics market are:
- Predictive analytics is being used for a wide range of applications such as fraud detection, risk management, customer segmentation, and marketing campaign management.
- The increasing availability of data is one of the major drivers of the predictive analytics market. Organizations are increasingly generating large amounts of data from various sources such as social media, transaction data, and clickstream data.
- The rising need for better decision-making is another major factor driving the growth of the predictive analytics market. Organizations are using predictive analytics to gain insights into future trends and make better decisions.
- The growing popularity of cloud-based predictive analytics solutions is another key trend in the market. Cloud-based solutions offer flexibility and scalability, which are important factors for organizations.
Restraints & Challenges
Key restraints and challenges in predictive analytics market are data interpretation, data availability, and model deployment.
Data interpretation is a challenge in predictive analytics as it is often difficult to understand why a certain result was generated. This can be due to the complex nature of the algorithms used or the data itself. Data availability is also a challenge, as not all data is accessible or of good quality. This can limit the accuracy of predictions. Model deployment is another challenge, as it can be difficult to deploy predictive models into production environments. This can be due to technical limitations or lack of resources.
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Market Segments
The Predictive Analytics Market has been segmented into Deployment Mode, type, Service, Enterprise size, End-use, and region. Based on Deployment Mode, the Predictive Analytics Market has been segmented into Cloud-based, and On-premise. Based on Type, it is bifurcated into Customer Analytics, Financial Analytics, Network Analytics, Marketing & Sales Analytics, and others. Based on Service, it is bifurcated into Deployment/ Installation, Support & Maintenance, and Training & Consulting. On the basis of the Enterprise size, the market is segmented into Large Enterprises, and Small & Medium Enterprises. Based on the End-use, it is bifurcated into Aerospace & Defense, BFSI, Automotive & Transportation, Healthcare, and others. Region-wise, the market is analyzed across North America, Europe, Asia Pacific, and the Rest of the World (ROW).
Key Players
The Predictive Analytics Market is fragmented with the presence of a several players globally. Key companies profiled in the IBM Corporation, SAP ERP, CPI Card Group Inc., Siemens AG, General Electric Company, Schneider Electric SE, NTT Data Corporation, Oracle Corporation, SAS Institute Inc., Tableau Software Inc., and others.
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