Gartner Research

Critical Capabilities for Advanced Analytics Platforms

Published: 25 February 2016

ID: G00275936

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


We have updated both the critical capabilities and use-case scenarios from last year's research to help analytics leaders select advanced analytics platforms for different types of analytics teams.

Table Of Contents

What You Need to Know


  • Critical Capabilities Use-Case Graphics
  • Vendors
    • Accenture
    • Alpine Data
    • Alteryx
    • Angoss
    • Dell
    • FICO
    • IBM
    • KNIME
    • Lavastorm
    • Megaputer
    • Microsoft
    • Predixion
    • Prognoz
    • RapidMiner
    • SAP
    • SAS
  • Context
  • Product/Service Class Definition
  • Critical Capabilities Definition
    • Data Access
    • Data Preparation and Exploration
    • Advanced Modelling
    • Visual Composition Framework (VCF)
    • Automation
    • Delivery, Integration & Deployment
    • Platform and Project Management
    • Performance and Scalability
    • User Experience
    • Collaboration
    • Leverage and Productivity
  • Use Cases
    • Large Data Science Teams
    • Small to Midsize Data Science Teams
    • Citizen Data Scientists
  • Vendors Added and Dropped
    • Added
    • Dropped

Inclusion Criteria

  • Critical Capabilities Rating

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