Predictive Analytics Market Size, Share, Growth, Trends and Industry Research Report
The global predictive analytics market size is expected to be
valued at USD 23.9 billion by 2025, registering a CAGR of 23.2% over the
forecast period, according to a study conducted by Grand View Research, Inc.
Massive data dependence and adoption of advanced technologies such as AI,
machine learning, and big data is expected to drive the demand for predictive
analytics solutions over the forecast period. These solutions transform
collected data into insights; for instance, they detect patterns to determine a
suitable course of action. They have also been instrumental in the development
of search advertising and recommendation engines. Growing awareness about the
importance of available data and its analysis for predicting the future
scenario is offering a competitive edge to end users, thereby driving the
demand for these solutions.
Key factors driving the demand for predictive
analytics solutions are enhanced product usability, adoption of new
technologies, massive data deluge, and newer levers of differentiators. In
addition, growing need for database management, data warehouses, forecasting,
data mining, smart logistics, CRM, and data visualization in dashboards is
supporting the growth of the market. These solutions help map the various
stages of the buyer journey, which would help organizations adopt suitable
marketing campaigns, subsequently leading to higher sales and customer
retention. Increasing demand for these solutions from organizations to equip
their business functions with analytical capabilities are also expected to
drive the growth of the market over the forecast period.
Techniques for implementing predictive analytics
include machine learning, deep learning, regression, regression modeling,
mathematical, text mining, neural nets, genetic algorithms, clustering,
decision trees, and data exploration techniques to gain insights from
historical and present data. These techniques are increasingly being adopted by
organizations for various applications such as CRM, direct marketing, risk
management, portfolio management, fraud detection, underwriting, and credit
scoring. These solutions therefore help organizations decide future strategies
based on predicted outcomes for enhancing the overall performance in the coming
years.
These solutions find applications in various end-use
industries such as BFSI, healthcare, retail, manufacturing, government, sports,
transportation and travel, IT, energy and utilities, and entertainment. These
solutions help manage diversified applications across the aforementioned
verticals. For instance, in the manufacturing industry, these solutions can be
used for equipment maintenance management, workforce
management, and cross-selling and up-selling. Moreover, the IT and telecom
industry can adopt these solutions in sales, marketing, and CRM by implementing
churn and pricing optimization.
Further
key findings from the report suggest:
- The customer analytics segment is anticipated to gain significant
traction over the forecast period, supported by digitalization and
positive outlook of the e-commerce sector
- Training and consulting services are expected form the
fastest-growing segment over the forecast period owing to rising need for
experienced employees for decision making based on predictive outcomes
- Demand for cloud deployment is likely to increase owing to
cost-effectiveness, faster data-processing, and ease in data handling
offered by cloud platforms
- The small and medium enterprises segment is expected to register a
significant CAGR over the forecast period owing to growing need for
enhancing operational performance by reducing overall operational costs
with the help of these solutions
- The retail and e-commerce segment is predicted to witness a
remarkable growth over the forecast period owing to increasing internet
and smartphone penetration, along with digitalization across the globe
- North America dominates the global market owing to technological
advancements and presence of players in U.S. Financial funding to new
players from venture capitalists is projected to intensify the competition
in the market
- Prominent players operating in the market include Microsoft
Corporation; SAS Institute, Inc.; IBM Corporation; SAP ERP; Siemens AG;
NTT Data Corporation; and Tableau Software, Inc.
Access
full research report on global predictive analytics market:
www.grandviewresearch.com/industry-analysis/predictive-analytics-market
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