AoT is a combination of technologies, software and services, tools, policies, platforms, guidelines approaches, and a set of professional services. AoT software and solutions are defined and judged by their capabilities to reduce the overall operational time, cost, and required expertise, to develop analytics-rich AoT applications. The solutions are primarily responsible for collecting, integrating, cleansing, and filtering data from Internet of Things (IoT) sensors and devices. The solutions then apply model-based and datadriven prediction analytics, as well as, optimization and simulation on the collected data, to generate useful information.

The IoT Analytics software market is expected to grow from USD 7.19 Billion in 2017 to USD 27.78 Billion by 2022, at a Compound Annual Growth Rate (CAGR) of 31.0%. Factors such as the tremendous growth of IoT data and the need for advanced analytics and automation of businesses are driving the global market. In the component segment, the IoT Analytics software segment is expected to have the larger market share during the forecast period. The demand for IoT Analytics software is rising as organizations are looking for solutions to generate business-related insights and plan the next steps accordingly based on the insights gathered. Vendors provide software and solutions that assist companies with data collection and data analysis for generating meaningful insights. IoT Analytics software solutions filters the aggregated and enriched data so that it can be analyzed to provide a high throughput from multiple live input data sources. Among applications, the predictive maintenance and asset management application is expected to continue its dominance during the forecast period. Asset management integrated platforms assist users in managing physical assets and tracking equipment performance. The platforms also provide service assurance by enabling real-time alerts and providing automated corrective actions. The cloud deployment model is expected to exhibit a higher adoption compared to the on-premises deployment model. Cloud-based solutions are gaining a firm hold on the market, due to growing demands for improved service and cost-effectiveness, and the increasing needs of organizations to keep track of operational processes for maintaining productivity. The manufacturing industry vertical is expected to have the largest market share and lead the market during the forecast period. IoT Analytics can be exploited by manufacturers to create smarter products; connect and integrate with customers; streamline innovations, planning, and pre-manufacturing processes; and improve post-manufacturing support and services. 

COMPETITIVE LEADERSHIP MAPPING TERMINOLOGY

The vendors have been placed into 4 categories, based on their performance in each criterion: “visionary leaders,” “innovators,” “emerging companies,” and “dynamic differentiators.” The top 25 players have been evaluated in this section of the report. The analysis has been carried out based on specific parameters and scores have been assigned accordingly.

VISIONARY LEADERS

Vendors who fall into this section receive high scores for most of the evaluation criterion. The vendors in this section have a strong and established product portfolio, and a very strong market presence. They provide mature and reputable AoT software and services that cater to a wide range of verticals, globally. They also have strong business strategies. The companies falling in this category include IBM, Microsoft, Oracle, SAP, Cisco Systems, Dell Technologies and Google.

INNOVATORS

The companies falling in the innovators section include PTC, Hitachi, Teradata, Glassbeam, AGT International, Software AG, TIBCO Software, Striim, Ericsson, and Vitria Technology. These players have a strong product portfolio and robust business strategy to achieve continued growth. These players have innovative products and potential to build strong strategies for their business growth to be at par with the visionary leaders.

DYNAMIC Differentiators

The vendors included in the dynamic differentiators section have the potential to broaden their product portfolio to compete with other key market players. The companies falling in this category include HPE, Amazon Web Services and General Electric.

EMERGING COMPANIES

Emerging companies in the AoT market include Greenwave Systems, Splunk, Salesforce.com, Information Builders, mnubo and RapidMiner. These players have the potential to build a strong product portfolio and business strategy to compete in the market with the visionary leaders and innovators.

TOP VENDORS
In Analytics of Things Solutions

  1. IBM Watson Internet of Things (IoT) platform
    0 Reviews
    4.0
  2. MICROSOFT Azure Internet of Things (IoT)
    0 Reviews
    3.9
  3. SAP Cloud Platform Internet of Things
    0 Reviews
    3.6

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KEY BUYING CRITERIA

Below criteria are most commonly used for comparing Analytics of Things Solutions tools.
Product Maturity
Company Maturity
Most IMPORTANT
0.0
4.2
4.2
3.4
Product Features and Functionality
0
4.50
4.00
3.85
Breadth and Depth of Product Offerings
0
3.60
3.55
3.60
Delivery
0
5.00
4.85
3.10
Business Applications
0
4.55
4.80
2.95
Support and Services
0
3.25
3.50
2.85
LEAST IMPORTANT LESS IMPORTANT

TOP VENDORS

  • IBM operates in the analytics of things market through its IBM Watson analytics and IBM Bluemix products. Watson IoT uses the Bluemix platform, which helps organizations in analyzing the IoT data. It delivers analytics of things through on-premises and on cloud deployment options.

    BUYERS
    VENDORS
    EXPERTS
    4.0
    ANALYSTS
     
    • Enterprise
    • New York, US
    • Founded: 1911
    • $50BN to $100BN
    • 1,00,001 to 5,00,000
  • This service can be used by IoT to process incoming telemetry, detect events, and perform aggregation

    BUYERS
    VENDORS
    EXPERTS
    3.9
    ANALYSTS
     
    • Enterprise
    • Washington, US
    • Founded: 1975
    • 1,00,001 to 5,00,000
  • Provides various business applications, including SAP fraud management and embedded predictive algorithms through which it can monitor, analyze, and automate business processes in real time.

    BUYERS
    VENDORS
    EXPERTS
    3.6
    ANALYSTS
     
    • Enterprise
    • Walldorf, Germany
    • Founded: 1972
    • 501 to 1,000
  • Oracle IoT cloud offers a highly interactive and user-friendly visual interface, it integrates with Oracle Data Visualization cloud, and Oracle Business Intelligence for visualization, reporting, dash boarding, charts & graphs, and more.

    BUYERS
    VENDORS
    EXPERTS
    3.5
    ANALYSTS
     
    • Enterprise
    • California, US
    • Founded: 1977
    • S10BN to $50BN
    • 1,00,001 to 5,00,000
  • Cisco IoT Analytics Infrastructure encompasses Cisco CSA that helps enterprises to gain the advantages of real-time analytics.

    BUYERS
    VENDORS
    EXPERTS
    3.3
    ANALYSTS
     
    • Enterprise
    • California, US
    • Founded: 1984
    • S10BN to $50BN
    • 50,001 to 75,000
  • Data scoring and light computing at the edge of the devices minimizes the costs of transporting and saving of data.

    BUYERS
    VENDORS
    EXPERTS
    3.2
    ANALYSTS
     
    • Enterprise
    • Texas, US
    • Founded: 1984
    • $50BN to $100BN
    • 1,00,001 to 5,00,000
  • platform is capable of providing advanced analytics, AI, simulation tools, data integration, and orchestration of data.

    BUYERS
    VENDORS
    EXPERTS
    3.0
    ANALYSTS
     
    • Enterprise
    • Tokyo, Japan
    • Founded: 1920
    • $50BN to $100BN
    • 1,00,001 to 5,00,000
  • HPE offers high data visualization for the representation of data in pictorial or graphical format.

    BUYERS
    VENDORS
    EXPERTS
    3.0
    ANALYSTS
     
    • Enterprise
    • Palo Alto, California, United States
    • Founded: 2015
    • 10,001 to 15,000
  • Offers predictive modelling and operationalization for numerous different outcomes

    BUYERS
    VENDORS
    EXPERTS
    3.0
    ANALYSTS
     
    • Enterprise
    • Needham, Massachusetts, US
    • Founded: 1985
    • $1BN to $5BN
    • 5,001 to 10,000
  • Google provides its IoT analytics through Google Cloud Platform, which provides an efficient, scalable, and affordable solution to its customers.

    BUYERS
    VENDORS
    EXPERTS
    3.0
    ANALYSTS
     
    • Enterprise
    • California, US
    • Founded: 1998
    • More than $100 BN
    • 75,001 to 1,00,000
  • AWS customers are privileged to use AWS IoT with the help of AWS Management Console, Software Development Kits (SDK), and AWS Command Line Interface.

    BUYERS
    VENDORS
    EXPERTS
    2.8
    ANALYSTS
     
    • Enterprise
    • Seattle, WA, US
    • Founded: 2006
    • S10BN to $50BN
    • 10,001 to 15,000
  • combines text path, machine learning, pattern, graph, and statistics within a single workflow application.

    BUYERS
    VENDORS
    EXPERTS
    2.8
    ANALYSTS
     
    • Enterprise
    • California, US
    • Founded: 1979
    • $1BN to $5BN
    • 10,001 to 15,000
  • GE is at the forefront of converging industrial machines, data, and the internet.

    BUYERS
    VENDORS
    EXPERTS
    2.8
    ANALYSTS
     
    • Enterprise
    • Massachusetts, US
    • Founded: 1892
    • More than $100 BN
    • 1,00,001 to 5,00,000
  • Software AG enhanced its streaming analytics portfolio Apama with the addition of predictive analytics and IoT standards to its platform.

    BUYERS
    VENDORS
    EXPERTS
    2.7
    ANALYSTS
     
    • Enterprise
    • Hessen, Germany
    • Founded: 1969
    • 1,001 to 5,000
  • The platform is built to handle all types of data format, which includes structured, semistructured, and unstructured data.

    BUYERS
    VENDORS
    EXPERTS
    2.6
    ANALYSTS
     
    • Startup
    • Santa Clara, California, US
    • Founded: 2014
    • Below $10 MN
    • 1 to 50
  • Ericsson provides its analytics of things solution through User & IoT Analytics solutions.

    BUYERS
    VENDORS
    EXPERTS
    2.5
    ANALYSTS
     
    • Enterprise
    • Kista, Stockholm , Sweden
    • Founded: 1876
    • S10BN to $50BN
    • 1,00,001 to 5,00,000
  • Offers fastest data exploration method that explores data from multiple data sources, which includes spreadsheets, CSV's, SQL, text files, HDFS, and many others.

    BUYERS
    VENDORS
    EXPERTS
    2.4
    ANALYSTS
     
    • Enterprise
    • California, US
    • Founded: 1997
    • $500MN to $1BN
    • 1,001 to 5,000
  • AGT provides a complete suite of professional services, especially for oil & gas customers to fulfill the operational requirements of the customer.

    BUYERS
    VENDORS
    EXPERTS
    2.3
    ANALYSTS
     
    • Startup
    • Zurich, Zurich, Switzerland
    • Founded: 2007
    • 1 to 50
  • Offers real-time event processing that is capable of turning data sources into realtime actions.

    BUYERS
    VENDORS
    EXPERTS
    2.3
    ANALYSTS
     
    • Enterprise
    • California, US
    • Founded: 1999
    • $5BN to $10BN
    • 30,001 to 35,000
  • Offers data processing techniques for both data in motion (real-time streaming data) as well as on historic data collection.

    BUYERS
    VENDORS
    EXPERTS
    2.3
    ANALYSTS
     
    • Enterprise
    • California, US
    • Founded: 2003
    • $500MN to $1BN
    • 1,001 to 5,000
  • Offers time-series analytics that enables trend analysis and pattern detection.

    BUYERS
    VENDORS
    EXPERTS
    2.1
    ANALYSTS
     
    • Enterprise
    • Founded: 2017
  • Platform facilitates easy streaming data pipelines, which includes Change Data Capture (CDC), which is useful for real-time log correlation, streaming analytics, and edge processing & cloud integration.

    BUYERS
    VENDORS
    EXPERTS
    2.1
    ANALYSTS
     
    • Startup
    • Palo Alto, California, United States
    • Founded: 2012
    • 101 to 500
  • Offers self-diagnosis and self-healing systems that are instrumental in minimizing support costs.

    BUYERS
    VENDORS
    EXPERTS
    2.0
    ANALYSTS
     
    • Startup
    • California, US
    • Founded: 2008
    • 101 to 500
  • Offers iWay Big Data Integrator that is instrumental in cleaning, enriching, and managing the data.

    BUYERS
    VENDORS
    EXPERTS
    1.8
    ANALYSTS
     
    • SME
    • New York, US
    • Founded: 1975
    • $101MN to $500MN
    • 1,001 to 5,000
  • BUYERS
    VENDORS
    EXPERTS
    1.7
    ANALYSTS
     
    • Enterprise
    • Montreal, Quebec, Canada
    • Founded: 2012
    • 101 to 500
  • Processes more than 250 machine leaning models in data-cluster, paving the way for deploying the predictive analytics in Hadoop.

    BUYERS
    VENDORS
    EXPERTS
    1.4
    ANALYSTS
     
    • Startup
    • Massachusetts, US
    • Founded: 2006
    • Below $10 MN
    • 51 to 100
  • BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Startup
    • California, US
    • Founded: 2013
    • Below $10 MN
    • 101 to 500
  • BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Startup
    • California, US
    • Founded: 2005
    • $11MN to $50MN
    • 51 to 100
  • BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • SME
    • California, US
    • Founded: 1997
    • $101MN to $500MN
    • 101 to 500
  • AWS customers are privileged to use AWS IoT with the help of AWS Management Console, Software Development Kits (SDK), and AWS Command Line Interface.

    BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Enterprise
    • Washington, US
    • Founded: 1994
    • More than $100 BN
    • 5,00,001 & more
  • BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Startup
    • Ontario, Canada
    • Founded: 1984
    • Below $10 MN
    • 1 to 50
  • BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Enterprise
    • San Mateo, California, United States
    • Founded: 2012
    • 51 to 100
  • BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Enterprise
    • Tel Aviv, Israel
    • Founded: 1993
    • $1BN to $5BN
    • 1,001 to 5,000
  • BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Startup
    • Illinois, US
    • Founded: 2013
    • Below $10 MN
    • 101 to 500
  • BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • SME
    • Palo Alto, California, United States
    • Founded: 2008
    • 1,001 to 5,000
  • BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Enterprise
    • San Jose, California, United States
    • Founded: 2013
    • 101 to 500
  • BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Enterprise
    • San Francisco, California, United States
    • Founded: 2009
    • 101 to 500
  • BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Startup
    • California, US
    • Founded: 2013
    • Below $10 MN
    • 101 to 500
  • BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Enterprise
    • Mountain View, California, United States
    • Founded: 2015
    • 101 to 500
  • BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Enterprise
    • Sunnyvale, California, United States
    • Founded: 2009
    • 101 to 500
  • BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Startup
    • Connecticut, US
    • Founded: 2006
    • Below $10 MN
    • 51 to 100
  • BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Enterprise
    • Washington, US
    • Founded: 1996
    • $1BN to $5BN
    • 1,001 to 5,000
  • BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Enterprise
    • California, US
    • Founded: 1956
    • $500MN to $1BN
    • 1,001 to 5,000
  • BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Enterprise
    • Texas, US
    • Founded: 1994
    • $500MN to $1BN
    • 1,001 to 5,000
  • BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Enterprise
    • San Mateo, California, United States
    • Founded: 2000
    • 1,001 to 5,000
  • BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Startup
    • California, US
    • Founded: 2007
    • Below $10 MN
    • 51 to 100
  • BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Enterprise
    • Sunnyvale, California, United States
    • Founded: 1996
    • 501 to 1,000
  • BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Enterprise
    • Salt Lake City, Utah, United States
    • Founded: 2008
    • 101 to 500
  • BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Startup
    • Bracknell Forest, UK
    • Founded: 1987
    • Below $10 MN
    • 51 to 100
  • BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Enterprise
    • Santa Cruz, California, United States
    • Founded: 2011
    • 101 to 500

POTENTIAL BUYERS AND THEIR PROBLEMS

 

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