Predictive Analytics Market Analysis
The Predictive Analytics Market size will touch
USD 13 billion at a whopping 21% CAGR between 2018- 2023, as per the current
Market Research Future (MRFR) analysis. Predictive analytics, simply put, is
the practice to use modeling techniques and statistics for extracting
information from historical and current datasets for predicting potential
future trends and outcomes.
Various factors are
propelling the global predictive analytics market share. According to the
recent MRFR report, such factors include growing focus on digital transformation,
growing adoption of ML and AI technologies and big data, demand for remote
monitoring to support the COVID-19 outbreak, need to forecast probable future
financial scenarios, and increasing use of predictive modeling tools.
Additional factors adding market growth include increasing investments in big
data, rising adoption of big data, integration of AI and IoT in predictive
analytics, and growing demand by SMEs.
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On the contrary, high
implementation cost and scarcity of skilled IT staff may impede the predictive
analytics market growth over the forecast period.
Market Segmentation
The MRFR report highlights
an inclusive segmental analysis of the global predictive analytics industry
based on vertical, applications, techniques, organization size, and deployment.
By deployment, the global
predictive analytics market is segmented into on-cloud and on-premise. Of
these, the on-premise segment will lead the market over the forecast period.
By organization size, the
global predictive analytics market is segmented into SMEs and large
enterprises. Of these, large enterprises are predicted to dominate the market
over the forecast period.
By techniques, the global
predictive analytics market is segmented into deep neural networks, Bayesian
recommendation system, support vector machines, and others.
By applications, the global
predictive analytics market is segmented into financial modeling, market
analysis, sales forecasting, customer analysis, risk assessment, customer churn
rate prevention, and others. Of these, the customer analysis segment will have
a major share in the market over the forecast period.
By vertical, the global
predictive analytics market is segmented into government and defense,
transportation and logistics, healthcare, manufacturing, retail and e-commerce,
IT and telecommunication, BFSI, and others. Of these, the BFSI segment will
command the largest share in the market over the forecast period.
Regional Analysis
Based on the region, the
global predictive analytics market report covers the recent trends and growth
opportunities across the Asia Pacific (APAC), North America, Europe, & the
Rest of the World (RoW).
Of these, North America
will lead the market over the forecast period. The presence of well-established
economies that are making good investments in R&D of advanced technologies
like advanced analytics, artificial intelligence (AI), & machine learning,
presence of several key players, early adoption of the latest technologies like
the IoT (internet of things), increasing investments in Big data analytics, and
the need for analyzing customer behavior and purchasing patterns are adding to
the global predictive analytics market growth in the region.
The global predictive
analytics market in Europe is predicted to hold the second-largest share over
the forecast period. The presence of an active data market, the constant growth
of the data generated, and the adoption of techniques like big data and
artificial intelligence is adding to the global predictive analytics market
growth in the region.
The global predictive
analytics market in the APAC region is predicted to grow at a fast pace over
the forecast period. Initiatives undertaken by the government to support SMEs
that need the platform of predictive analytics to improve their operational
performance, commercialization of IoT technology, growing adoption of
technological advancements in Japan and China, and improved internet
penetration are adding to the global predictive analytics market growth in the
region.
The global predictive
analytics market in the RoW is predicted to have sound growth over the forecast
period.
Key Players
Key contenders profiled in
the global predictive analytics market report include BOARD International
(Switzerland), Ignite Technologies, Inc. (US), Fair Isaac Corporation (US),
Rapidminer Inc. (US), Angoss Software Corporation (Canada), Oracle Corporation
(US), SAP SE (Germany), IBM Corporation (US), Dundas Data Visualization, Inc.
(Canada), Radius Intelligence Inc. (US), NTT Data Corporation (Japan), Tableu
Software (US), Tibco Software Inc. (US), Microsoft Corporation (US), and SAS
Institute Inc. (US).
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