Get to know the strength and weaknesses of top vendors in Analytics of Things Solutions market. Compare vendors against their competitors on the basis of criteria, the scores of which are derived by ratings from buyers, industry experts, MnM analysts and vendors. Set comparison preferences option allows you to decide features which are important to you and evaluate vendors considering them as your parameters.

EVALUATION CRITERIA

  • Product Features and Functionality
    • Type of Data
      • Activity Data
      • Operations Log Data
      • Demographic Data
      • Weather Data
      • Behavioral Data / Psychographic Data
      • External / Purchased Data
    • Data Processing Techniques
      • Batch Data Processing
      • Real-Time Streaming Data Processing (Data-in-Motion)
    • Data Processing Features
      • Data Warehousing
      • Data Stream Processing
      • Data Storage and Scale
      • Query Platforms
      • Data Latency
      • In-Memory Analytics
      • Complex Event Processing
    • Data Presentation Features
      • Data Visualization
      • Visualization on Mobile Devices
      • Robust Reporting
      • Customizable Dashboard
      • Charts and Graphs
      • Any Other Data Presentation Features
    • Data Preparation Features
      • Data Quality
      • Master Data Management (MDM)
      • Data Profiling
      • Protocols for Data Collection (such as LAN, DNP3, SCADA, etc.)
      • Data Virtualization
    • Data Formats
      • Text
      • Video
      • Image
      • Speech/Audio
      • Location
    • Data Coverage
      • Structured Data
      • Semi-Structured Data
      • Unstructured Data
    • Data Analysis Technology and Methods
      • Machine Learning/AI
      • Natural Language Processing (NLP)
      • Anomaly Detection Technology
      • Root Cause Analysis
      • Event Detection
      • Basic Statistics
      • Advanced Condition Prediction
    • Data Analysis Techniques
      • Descriptive Analytics
      • Predictive Analytics
      • Diagnostics Analytics
      • Prescriptive Analytics
  • Breadth and Depth of Product Offerings
    • Products / Solutions Offered
    • Product Variants
    • Type of Integration
      • Programming Language (such as R, Python, Java)
      • Microsoft Corporation Office (including Spreadsheet)
      • Servers (such as Hadoop, Apache)
      • Databases
      • Any other Integration type
    • Services Offered
      • Support & Maintenance
      • Education & Training
      • Technology Consulting
      • Managed Services
      • Deployment & Integration Services
      • Analytics Consulting / Business Intelligence Services
      • Security Services
      • Other Services
  • Delivery
    • Preferred Mode of Delivery
      • Subscription / Licensing
      • Full Time Equivalent
      • Per User Basis
    • Mode of Delivery
      • Directly
      • Through Partners / Third-Party Vendors / MSSPs
    • End-Users
      • Data Scientists
      • Business Analysts
      • Application Developers
      • Consultants
      • Other End-Users
    • Deployment Mode
      • On-Premise
      • Hosted / On-Cloud
  • Business Applications
    • Use Cases
      • Asset Condition Monitoring
      • Predictive Maintenance and Asset Management
      • Anomaly Detection
      • Performance Management and Optimization
      • Early Fault Warning and Prevention
      • Health and Safety Monitoring
      • Abuse and Malfeasance Identification
      • Risk Analysis and Management
      • Outage Management
      • Fraud Detection/Management
      • Demand/Supply Optimization
      • Predictive Marketing
      • Customer Engagement
      • Remote Monitoring
      • Others, please specify
    • Business Functions
      • Sales
      • Marketing
      • Finance
      • Operations/Production
      • Human Resources (HR)
      • Supply Chain
      • Product Development
      • Customer Service
    • Applications
      • Smart Energy/Smart Grid and Metering
      • Building and Home Automation
      • Smart Manufacturing
      • Connected Logistics
      • Smart Retail
      • Smart Mobility and Transport/Connected Car
      • Connected Health
      • Smart Environment
      • Security and Emergencies
  • Support and Services
    • Level of Support
    • Customer Redressal Mechanism/Program
    • Support Services
      • Technical Support
      • Sales Support
      • Customer Support
      • Any other Support Services
    • Pre-Sales Support
      • Software Requirement Specification (SRS)
      • Proof of Concept
      • Product Demos
      • Dedicated Account Manager (DAM)
    • Medium of Delivery of Support Services
      • Remote Support
      • On-Site Support