Gartner Research

Critical Capabilities for Advanced Analytics Platforms

Published: 24 February 2015

ID: G00271690

Analyst(s): Lisa Kart, Gareth Herschel , Alexander Linden


Gartner defines 10 critical capabilities that will aid the evaluation of advanced analytics platforms across four key use cases, and will allow business analytics leaders to choose the right tools for the job.

Table Of Contents

What You Need to Know


  • Critical Capabilities Use-Case Graphics
  • Vendors
    • Alpine Data Labs
    • Alteryx
    • Angoss
    • Dell
    • FICO
    • IBM
    • KNIME
    • Microsoft
    • Predixion
    • Prognoz
    • RapidMiner
    • Revolution Analytics
    • Salford
    • SAP
    • SAS
    • Tibco
  • Context
  • Product/Service Class Definition
  • Critical Capabilities Definition
    • Data Access and Manipulation
    • Data Exploration and Visualization
    • Predictive Analytics
    • Forecasting
    • Optimization
    • Simulation
    • Delivery, Integration & Deployment
    • Platform and Project Management
    • Performance and Scalability
    • User Experience
  • Use Cases
    • Traditional Data Exploration
    • Traditional Data Production
    • Big Data Exploration
    • Big Data Production
  • Vendors Added and Dropped

Inclusion Criteria

  • Critical Capabilities Rating
  • Appendix

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