Cognitive Analytics Market - Forecast(2024 - 2030)
Cognitive Analytics Market Report Overview
Cognitive Analytics Market size is analyzed to
grow at a CAGR of 40% during the forecast 2022-2027 to reach $14.95 billion by 2027. Cognitive
analytics is a data-driven method that employs intelligent technology to
collect, extract, manage, and control data and data sources. It lets firms and
corporations use data acquired from numerous data sources to make decisions and
gain business intelligence. Companies use cognitive analytics tools and
services to gain access to larger and more diverse data sets. When managed
effectively with cognitive analytics technologies, these data sets can deliver
meaningful human-like insights to any business user, even if he or she is not
technically sophisticated. Cognitive analytics applies human-like intelligence
to specific activities and combines a variety of clever technologies such as
semantics, artificial intelligence algorithms, deep learning, and machine
learning. A cognitive application can get smarter and more effective over time
by learning from its interactions with data and humans using such strategies.
It combines artificial intelligence and data analytics to allow analytic
systems to think like humans. By Technology Cognitive Analytics Market is
segmented into NLP, Machine Learning, Automated Reasoning, Others. The market's
primary growth drivers include increased acceptance of cognitive computing
technology, data proliferation, and the introduction of sophisticated analytics
methodologies, all of which are boosting demand for effective cognitive
analytics solutions.
Report Coverage
The report: “Cognitive Analytics Industry Outlook – Forecast (2022-2027)”, by IndustryARC covers an in-depth analysis of the following segments of the Cognitive Analytics industry.
By Component: Tools, Services
By Deployment Type: On-Premise and On-Demand
By Technology: NLP, Machine Learning, Automated Reasoning, Others
By
Application: Asset Maintenance, Fraud and Risk
Management, Customer Analysis and Personalization, Sales and Marketing Management,
Supply Chain Management, and Others
By Industry: BFSI, Manufacturing, IT & Telecommunication, Aerospace and Defence,
Healthcare, Retail, and Other Industries
By
Geography: North America, South America, Europe, APAC, and RoW
Key Takeaways
- The fraud and risk management segment in the cognitive analytics market is expected to grow at the fastest rate. The cognitive analytics market is predicted to expand in the fraud and risk management application, as it assists firms in analyzing and clarifying ambiguous and unclear data, as well as identifying known and undiscovered risk indicators.
- Asia-Pacific region is expected to experience the fastest growth in demand during the forecast period, owing primarily to the region's growing geriatric population, rising healthcare expenditure, increasing private and public investments in the healthcare sector to meet the rising population's unmet medical needs, and expanding pharmaceutical industry.
- The growing usage of cloud technology among small and medium-sized businesses opens up a wide variety of potential for the global Cognitive Analytics Market. The need for cognitive systems is increasing in large enterprises, and it is likely to expand in SMBs as a result of cloud-based services. As the cost of adopting cognitive computing in the business is reduced via cloud-based deployment, the total demand for cloud-based services rises.
- Big data technologies have recognized the boundaries between batch and real-time processing, which has increased the adoption of business cognitive computing by enabling organizations to deploy data and processes where they exist, based on data governance, financial, and data gravity requirements.
Cognitive Analytics Market, By Region, 2021
For More Details on This Report - Request for Sample
Cognitive Analytics Market Segment Analysis – By Application
Cognitive analytics has a wide range of applications,
including asset management, fraud and risk management, customer analysis and
personalization, sales and marketing management, supply chain management, and
others (network management and workforce management). During the projected
period, the fraud and risk management application is expected to increase at
the fastest CAGR. The cognitive analytics market is predicted to expand in the
fraud and risk management application, as it assists firms in analyzing and
clarifying ambiguous and unclear data, as well as identifying known and
undiscovered risk indicators. Companies in both the public and commercial
sectors use vast amounts of data both internally and externally. As a result,
they see the necessity to employ a risk management strategy that is proactive
rather than reactive. Cognitive systems can uncover deep concealed anomalies
and patterns that are nearly hard to detect using traditional approaches by
combining data processing capacity with learning skills. Credit card companies are one of the most popular targets for
cyber attackers. They're alluring targets, with trillions of dollars moving
through their systems. As a result, the United States alone had over 270,000
reports of credit card theft in 2019, more than doubling the number in 2017.
American Express issues 114 million credit cards in 106
countries, with customers spending $1.2 trillion every year on products and
services. So there are a lot of transactions and decisions to make. For more
than a decade, the company has been working on AI fraud management, and it is
ready to unveil its tenth key model for monitoring and lowering fraud risk.
Cognitive Analytics Market Segment Analysis - By Industry
By End-Use
Industry, Cognitive
Analytics Market has been segmented into BFSI, Manufacturing, IT & telecommunications, Aerospace and Defence,
Healthcare, Retail, and Other Industries. The Healthcare
segment is expected to grow at a faster CAGR during the forecast period. The
fast adoption of big data and cloud computing has made cognitive analytics more
accessible and accurate to a wide range of end-user industries, including the
healthcare sector, which is likely to see greater acceptance of these solutions
during the projection period. With the rise in the prevalence of chronic
diseases, technological advancements in the healthcare industry, as well as an
increase in clinical tests, there is an increased demand for data assimilation
and advanced data analytics solutions to identify disease patterns and identify
new drugs for treatment. The healthcare sector is predicted to boost demand for
data mining, natural language processing (NLP) systems, and other components of
machine learning technologies that are used to extract valuable insights from
unstructured data. Furthermore, cognitive analytics has improved patient
involvement and access to services. Furthermore, researchers are harnessing the
power of cognitive solutions to make clinical trials more complete and useful,
opening up a plethora of interesting opportunities in the healthcare industry.
Cognitive Analytics Market Share Segment Analysis - Geography
By Geography, Cognitive Analytics Market has been segmented under North America, Europe, APAC, South America, and RoW. APAC is estimated to grow at the highest CAGR during the forecast period. The Asia-Pacific region is expected to experience the fastest growth in demand during the forecast period, owing primarily to the region's growing geriatric population, rising healthcare expenditure, increasing private and public investments in the healthcare sector to meet the rising population's unmet medical needs, and expanding pharmaceutical industry. According to the United Nations Economic and Social Commission for Asia and the Pacific (UNESCAP), the number of persons aged 65 and up in Asian countries is predicted to nearly double in the next two decades, reaching 20.5 % in 2050, which is one of the factors pushing the market. Furthermore, the market is predicted to grow due to factors such as globalisation, rapid economic development, digitization, foreign direct investments, and rising usage of high-end technology across major APAC countries. Due to factors such as rapid economic development, globalisation, foreign direct investments, digitization, and increased adoption of high-end technology across major APAC countries, this area is predicted to be the fastest expanding region in the cognitive analytics market.
Cognitive Analytics Market Drivers
The rise in adoption of IoT devices is expected to drive market growth:
The adoption of internet of things (IoT) devices is expanding all the time, and the number of sensors embedded in these devices is projected to generate vast amounts of data over time. Organizations can predict future data gathered by sensors since they have the capacity to communicate vast amounts of data through a network. The massive amount of data produced and communicated by sensing devices can provide a wealth of information, but it is frequently regarded as the next big data challenge for enterprises. Sensor data analytics is a rising field of endeavor that is predicted to expand usage of cognitive analytical tools in the next years to address this challenge. The growing usage of cloud technology among small and medium-sized businesses opens up a wide variety of potential for the global Cognitive Analytics Market. The need for cognitive systems is increasing in large enterprises, and it is likely to expand in SMBs as a result of cloud-based services. As the cost of adopting cognitive computing in the business is reduced via cloud-based deployment, the total demand for cloud-based services rises. IBM Watson, a market leader in cognitive computing, intends to launch a cloud-based service called Watson Analytics in the next years, which will increase cloud-based cognitive computing adoption. In industrialized countries, cognitive computing is gaining traction. This competent aspect of cloud-based services is expected to serve as growth potential in the global cognitive computing market size.
Increase in big data analytics, advancements in machine-to-machine technologies, and an increase in demand for a better customer experience will drive market growth:
Big data technologies have recognized the boundaries between
batch and real-time processing, which has increased the adoption of business
cognitive computing by enabling organizations to deploy data and processes
where they exist, based on data governance, financial, and data gravity
requirements. As cognitive computing addresses the different types and scales
of data, the need for multi-temperature data management, also known as data
tiering, is projected to grow. This makes it easier to comply with government
laws requiring the storage of real-time data on quicker, more accessible media,
with cooler data graded to more inexpensive storage. This is projected to
increase the adoption of cognitive computing platforms among real-time
streaming analytics enterprises, driving market growth in the coming years. Several
factors influence the worldwide cognitive computing industry, including
advancements in enabling technology, an increase in the volume of huge
complicated data, and changes in computer platforms. These characteristics have
a substantial favorable impact on the market.
Cognitive
Analytics Market Challenges
Lack of trust in technology and complex analytical methods is expected to hamper market growth
The time spent developing
scenario-based applications through cognitive computing is one of the most
significant obstacles of cognitive analytics. Cognitive analytics has a lengthy
development cycle. Furthermore, cognitive analytics cannot be used across
multiple industrial segments because it demands strong development teams and a
significant amount of time to produce a solution, limiting the growth of the
Cognitive Analytics Market. Also impeding the development of the Cognitive
Analytics Market is a lack of awareness and skilled workers to apply the
solution. Furthermore, legal and compliance mandates, as well as the increasing
acceptance of social media platforms in a variety of business tasks, present
potential for market expansion during the projection period.
Cognitive Analytics Industry Outlook
Technology launches, acquisitions,
Partnerships and R&D activities are key strategies adopted by players in the Cognitive Analytics market. In 2021, the market of
Cognitive Analytics Market share has been fragmented by several companies. Cognitive Analytics top 10 companies include
- Amazon Web Services
- Google
- IBM
- Intel
- Microsoft
- Oracle
- SAS Institute
- HPE
- Nuance Communications
- IPsoft
Recent Developments
- In February 2020, ValueLabs LLP, a global provider of technology services, announced the debut of a new service line called "Cognitive Operations." ValueLabs introduces Cognitive Ops as a new service line.
- In 2020, IBM Watson, a leader in the cognitive computing sector, intends to launch a cloud-based Watson Analytics service in the next years, which will increase cloud-based cognitive computing adoption.
- In June 2019, At the company's Analytics Summit, Oracle presented a new, customer-centric vision for Oracle Analytics. Oracle Analytics is positioned to bridge the gap between data, analytics, and applications, while also meeting the demands of business users, analysts, and IT.
Relevant Report Titles:
Cognitive Computing Market
Report Code: ITR 42178
Cognitive
Security Market
Report Code: ITR
57897
For more Information and Communications Technology Market reports, please click here
LIST OF TABLES
1.Global Cognitive Analytics Market Analysis By Component Market 2023-2030 ($M)1.1 Tools Market 2023-2030 ($M) - Global Industry Research
1.2 Services Market 2023-2030 ($M) - Global Industry Research
1.2.1 Professional Services Market 2023-2030 ($M)
1.2.2 Managed Services Market 2023-2030 ($M)
2.Global Cognitive Analytics Market Analysis By Deployment Model Market 2023-2030 ($M)
2.1 On-Premises Market 2023-2030 ($M) - Global Industry Research
2.2 On-Demand Market 2023-2030 ($M) - Global Industry Research
3.Global Cognitive Analytics Market Analysis By Organization Size Market 2023-2030 ($M)
3.1 Small & Medium-Sized Enterprises Market 2023-2030 ($M) - Global Industry Research
3.2 Large Enterprises Market 2023-2030 ($M) - Global Industry Research
4.Global Cognitive Analytics Market Analysis By Industry Market 2023-2030 ($M)
4.1 Healthcare & Life Sciences Market 2023-2030 ($M) - Global Industry Research
4.2 Manufacturing Market 2023-2030 ($M) - Global Industry Research
4.3 Retail & Consumer Goods Market 2023-2030 ($M) - Global Industry Research
4.4 Energy & Utilities Market 2023-2030 ($M) - Global Industry Research
4.5 Telecommunications & It Market 2023-2030 ($M) - Global Industry Research
4.6 Transportation & Logistics Market 2023-2030 ($M) - Global Industry Research
4.7 Government & Defense Market 2023-2030 ($M) - Global Industry Research
4.8 Media & Entertainment Market 2023-2030 ($M) - Global Industry Research
5.Global Cognitive Analytics Market Analysis By Component Market 2023-2030 (Volume/Units)
5.1 Tools Market 2023-2030 (Volume/Units) - Global Industry Research
5.2 Services Market 2023-2030 (Volume/Units) - Global Industry Research
5.2.1 Professional Services Market 2023-2030 (Volume/Units)
5.2.2 Managed Services Market 2023-2030 (Volume/Units)
6.Global Cognitive Analytics Market Analysis By Deployment Model Market 2023-2030 (Volume/Units)
6.1 On-Premises Market 2023-2030 (Volume/Units) - Global Industry Research
6.2 On-Demand Market 2023-2030 (Volume/Units) - Global Industry Research
7.Global Cognitive Analytics Market Analysis By Organization Size Market 2023-2030 (Volume/Units)
7.1 Small & Medium-Sized Enterprises Market 2023-2030 (Volume/Units) - Global Industry Research
7.2 Large Enterprises Market 2023-2030 (Volume/Units) - Global Industry Research
8.Global Cognitive Analytics Market Analysis By Industry Market 2023-2030 (Volume/Units)
8.1 Healthcare & Life Sciences Market 2023-2030 (Volume/Units) - Global Industry Research
8.2 Manufacturing Market 2023-2030 (Volume/Units) - Global Industry Research
8.3 Retail & Consumer Goods Market 2023-2030 (Volume/Units) - Global Industry Research
8.4 Energy & Utilities Market 2023-2030 (Volume/Units) - Global Industry Research
8.5 Telecommunications & It Market 2023-2030 (Volume/Units) - Global Industry Research
8.6 Transportation & Logistics Market 2023-2030 (Volume/Units) - Global Industry Research
8.7 Government & Defense Market 2023-2030 (Volume/Units) - Global Industry Research
8.8 Media & Entertainment Market 2023-2030 (Volume/Units) - Global Industry Research
9.North America Cognitive Analytics Market Analysis By Component Market 2023-2030 ($M)
9.1 Tools Market 2023-2030 ($M) - Regional Industry Research
9.2 Services Market 2023-2030 ($M) - Regional Industry Research
9.2.1 Professional Services Market 2023-2030 ($M)
9.2.2 Managed Services Market 2023-2030 ($M)
10.North America Cognitive Analytics Market Analysis By Deployment Model Market 2023-2030 ($M)
10.1 On-Premises Market 2023-2030 ($M) - Regional Industry Research
10.2 On-Demand Market 2023-2030 ($M) - Regional Industry Research
11.North America Cognitive Analytics Market Analysis By Organization Size Market 2023-2030 ($M)
11.1 Small & Medium-Sized Enterprises Market 2023-2030 ($M) - Regional Industry Research
11.2 Large Enterprises Market 2023-2030 ($M) - Regional Industry Research
12.North America Cognitive Analytics Market Analysis By Industry Market 2023-2030 ($M)
12.1 Healthcare & Life Sciences Market 2023-2030 ($M) - Regional Industry Research
12.2 Manufacturing Market 2023-2030 ($M) - Regional Industry Research
12.3 Retail & Consumer Goods Market 2023-2030 ($M) - Regional Industry Research
12.4 Energy & Utilities Market 2023-2030 ($M) - Regional Industry Research
12.5 Telecommunications & It Market 2023-2030 ($M) - Regional Industry Research
12.6 Transportation & Logistics Market 2023-2030 ($M) - Regional Industry Research
12.7 Government & Defense Market 2023-2030 ($M) - Regional Industry Research
12.8 Media & Entertainment Market 2023-2030 ($M) - Regional Industry Research
13.South America Cognitive Analytics Market Analysis By Component Market 2023-2030 ($M)
13.1 Tools Market 2023-2030 ($M) - Regional Industry Research
13.2 Services Market 2023-2030 ($M) - Regional Industry Research
13.2.1 Professional Services Market 2023-2030 ($M)
13.2.2 Managed Services Market 2023-2030 ($M)
14.South America Cognitive Analytics Market Analysis By Deployment Model Market 2023-2030 ($M)
14.1 On-Premises Market 2023-2030 ($M) - Regional Industry Research
14.2 On-Demand Market 2023-2030 ($M) - Regional Industry Research
15.South America Cognitive Analytics Market Analysis By Organization Size Market 2023-2030 ($M)
15.1 Small & Medium-Sized Enterprises Market 2023-2030 ($M) - Regional Industry Research
15.2 Large Enterprises Market 2023-2030 ($M) - Regional Industry Research
16.South America Cognitive Analytics Market Analysis By Industry Market 2023-2030 ($M)
16.1 Healthcare & Life Sciences Market 2023-2030 ($M) - Regional Industry Research
16.2 Manufacturing Market 2023-2030 ($M) - Regional Industry Research
16.3 Retail & Consumer Goods Market 2023-2030 ($M) - Regional Industry Research
16.4 Energy & Utilities Market 2023-2030 ($M) - Regional Industry Research
16.5 Telecommunications & It Market 2023-2030 ($M) - Regional Industry Research
16.6 Transportation & Logistics Market 2023-2030 ($M) - Regional Industry Research
16.7 Government & Defense Market 2023-2030 ($M) - Regional Industry Research
16.8 Media & Entertainment Market 2023-2030 ($M) - Regional Industry Research
17.Europe Cognitive Analytics Market Analysis By Component Market 2023-2030 ($M)
17.1 Tools Market 2023-2030 ($M) - Regional Industry Research
17.2 Services Market 2023-2030 ($M) - Regional Industry Research
17.2.1 Professional Services Market 2023-2030 ($M)
17.2.2 Managed Services Market 2023-2030 ($M)
18.Europe Cognitive Analytics Market Analysis By Deployment Model Market 2023-2030 ($M)
18.1 On-Premises Market 2023-2030 ($M) - Regional Industry Research
18.2 On-Demand Market 2023-2030 ($M) - Regional Industry Research
19.Europe Cognitive Analytics Market Analysis By Organization Size Market 2023-2030 ($M)
19.1 Small & Medium-Sized Enterprises Market 2023-2030 ($M) - Regional Industry Research
19.2 Large Enterprises Market 2023-2030 ($M) - Regional Industry Research
20.Europe Cognitive Analytics Market Analysis By Industry Market 2023-2030 ($M)
20.1 Healthcare & Life Sciences Market 2023-2030 ($M) - Regional Industry Research
20.2 Manufacturing Market 2023-2030 ($M) - Regional Industry Research
20.3 Retail & Consumer Goods Market 2023-2030 ($M) - Regional Industry Research
20.4 Energy & Utilities Market 2023-2030 ($M) - Regional Industry Research
20.5 Telecommunications & It Market 2023-2030 ($M) - Regional Industry Research
20.6 Transportation & Logistics Market 2023-2030 ($M) - Regional Industry Research
20.7 Government & Defense Market 2023-2030 ($M) - Regional Industry Research
20.8 Media & Entertainment Market 2023-2030 ($M) - Regional Industry Research
21.APAC Cognitive Analytics Market Analysis By Component Market 2023-2030 ($M)
21.1 Tools Market 2023-2030 ($M) - Regional Industry Research
21.2 Services Market 2023-2030 ($M) - Regional Industry Research
21.2.1 Professional Services Market 2023-2030 ($M)
21.2.2 Managed Services Market 2023-2030 ($M)
22.APAC Cognitive Analytics Market Analysis By Deployment Model Market 2023-2030 ($M)
22.1 On-Premises Market 2023-2030 ($M) - Regional Industry Research
22.2 On-Demand Market 2023-2030 ($M) - Regional Industry Research
23.APAC Cognitive Analytics Market Analysis By Organization Size Market 2023-2030 ($M)
23.1 Small & Medium-Sized Enterprises Market 2023-2030 ($M) - Regional Industry Research
23.2 Large Enterprises Market 2023-2030 ($M) - Regional Industry Research
24.APAC Cognitive Analytics Market Analysis By Industry Market 2023-2030 ($M)
24.1 Healthcare & Life Sciences Market 2023-2030 ($M) - Regional Industry Research
24.2 Manufacturing Market 2023-2030 ($M) - Regional Industry Research
24.3 Retail & Consumer Goods Market 2023-2030 ($M) - Regional Industry Research
24.4 Energy & Utilities Market 2023-2030 ($M) - Regional Industry Research
24.5 Telecommunications & It Market 2023-2030 ($M) - Regional Industry Research
24.6 Transportation & Logistics Market 2023-2030 ($M) - Regional Industry Research
24.7 Government & Defense Market 2023-2030 ($M) - Regional Industry Research
24.8 Media & Entertainment Market 2023-2030 ($M) - Regional Industry Research
25.MENA Cognitive Analytics Market Analysis By Component Market 2023-2030 ($M)
25.1 Tools Market 2023-2030 ($M) - Regional Industry Research
25.2 Services Market 2023-2030 ($M) - Regional Industry Research
25.2.1 Professional Services Market 2023-2030 ($M)
25.2.2 Managed Services Market 2023-2030 ($M)
26.MENA Cognitive Analytics Market Analysis By Deployment Model Market 2023-2030 ($M)
26.1 On-Premises Market 2023-2030 ($M) - Regional Industry Research
26.2 On-Demand Market 2023-2030 ($M) - Regional Industry Research
27.MENA Cognitive Analytics Market Analysis By Organization Size Market 2023-2030 ($M)
27.1 Small & Medium-Sized Enterprises Market 2023-2030 ($M) - Regional Industry Research
27.2 Large Enterprises Market 2023-2030 ($M) - Regional Industry Research
28.MENA Cognitive Analytics Market Analysis By Industry Market 2023-2030 ($M)
28.1 Healthcare & Life Sciences Market 2023-2030 ($M) - Regional Industry Research
28.2 Manufacturing Market 2023-2030 ($M) - Regional Industry Research
28.3 Retail & Consumer Goods Market 2023-2030 ($M) - Regional Industry Research
28.4 Energy & Utilities Market 2023-2030 ($M) - Regional Industry Research
28.5 Telecommunications & It Market 2023-2030 ($M) - Regional Industry Research
28.6 Transportation & Logistics Market 2023-2030 ($M) - Regional Industry Research
28.7 Government & Defense Market 2023-2030 ($M) - Regional Industry Research
28.8 Media & Entertainment Market 2023-2030 ($M) - Regional Industry Research
LIST OF FIGURES
1.US Cognitive Analytics Market Revenue, 2023-2030 ($M)2.Canada Cognitive Analytics Market Revenue, 2023-2030 ($M)
3.Mexico Cognitive Analytics Market Revenue, 2023-2030 ($M)
4.Brazil Cognitive Analytics Market Revenue, 2023-2030 ($M)
5.Argentina Cognitive Analytics Market Revenue, 2023-2030 ($M)
6.Peru Cognitive Analytics Market Revenue, 2023-2030 ($M)
7.Colombia Cognitive Analytics Market Revenue, 2023-2030 ($M)
8.Chile Cognitive Analytics Market Revenue, 2023-2030 ($M)
9.Rest of South America Cognitive Analytics Market Revenue, 2023-2030 ($M)
10.UK Cognitive Analytics Market Revenue, 2023-2030 ($M)
11.Germany Cognitive Analytics Market Revenue, 2023-2030 ($M)
12.France Cognitive Analytics Market Revenue, 2023-2030 ($M)
13.Italy Cognitive Analytics Market Revenue, 2023-2030 ($M)
14.Spain Cognitive Analytics Market Revenue, 2023-2030 ($M)
15.Rest of Europe Cognitive Analytics Market Revenue, 2023-2030 ($M)
16.China Cognitive Analytics Market Revenue, 2023-2030 ($M)
17.India Cognitive Analytics Market Revenue, 2023-2030 ($M)
18.Japan Cognitive Analytics Market Revenue, 2023-2030 ($M)
19.South Korea Cognitive Analytics Market Revenue, 2023-2030 ($M)
20.South Africa Cognitive Analytics Market Revenue, 2023-2030 ($M)
21.North America Cognitive Analytics By Application
22.South America Cognitive Analytics By Application
23.Europe Cognitive Analytics By Application
24.APAC Cognitive Analytics By Application
25.MENA Cognitive Analytics By Application
26.IBM, Sales /Revenue, 2015-2018 ($Mn/$Bn)
27.Amazon Web Services, Sales /Revenue, 2015-2018 ($Mn/$Bn)
28.Google, Sales /Revenue, 2015-2018 ($Mn/$Bn)
29.Microsoft, Sales /Revenue, 2015-2018 ($Mn/$Bn)
30.Oracle, Sales /Revenue, 2015-2018 ($Mn/$Bn)
31.SAS Institute, Sales /Revenue, 2015-2018 ($Mn/$Bn)
32.Intel, Sales /Revenue, 2015-2018 ($Mn/$Bn)
33.Cisco Systems, Sales /Revenue, 2015-2018 ($Mn/$Bn)
34.Nokia, Sales /Revenue, 2015-2018 ($Mn/$Bn)
35.HPE, Sales /Revenue, 2015-2018 ($Mn/$Bn)
36.Nuance Communications, Sales /Revenue, 2015-2018 ($Mn/$Bn)
37.Ipsoft, Sales /Revenue, 2015-2018 ($Mn/$Bn)
38.Narrative Science, Sales /Revenue, 2015-2018 ($Mn/$Bn)
39.Sinequa, Sales /Revenue, 2015-2018 ($Mn/$Bn)
40.Persado, Sales /Revenue, 2015-2018 ($Mn/$Bn)