The 2023 MAD (ML/AI/Data) LandscapeMAD
  • Landscape
  • Card
50%
  • Infrastructure
    • Storage
    • MPP DBs
    • Data Lakes/Lakehouses
    • Data Warehouses
    • Streaming/In-Memory
    • RDBMs
    • NoSQL Databases
    • NewSQL Databases
    • Real Time Databases
    • Graph DBs
    • GPU Databases
    • Vector Databases
    • Database Abstraction
    • ETL/ELT/Data Transformation
    • Reverse ETL
    • Data Integration
    • Data Governance & Catalog
    • Orchestration
    • Data Quality & Observability
    • Fully Managed
    • MGMT/Monitoring
    • Privacy & Security
    • Compute
  • Analytics
    • BI Platforms
    • Visualization
    • Data Analyst Platforms
    • Customer Data Platforms
    • Product Analytics
    • Log Analytics
    • Crypto & Web 3 Analytics
    • Query Engine
    • Enterprise Search
  • Machine Learning & Artificial Intelligence
    • Data Science Notebooks
    • Data Science Platforms
    • Enterprise ML Platforms
    • Data Generation & Labelling
    • MLOps
    • Computer Vision
    • Speech
    • NLP
    • Horizontal AI/AGI
    • AI Hardware
    • GPU Cloud
    • Edge AI
    • Closed Source Models
  • Applications - Enterprise
    • Sales
    • Marketing
    • Customer Experience
    • Human Capital
    • Automation & Operations
    • Decision & Optimization
    • Legal
    • Partnerships
    • Regtech & Compliance
    • Finance
  • Applications - Horizontal
    • Code & Documentation
    • Text
    • Audio & Voice
    • Image
    • Video Editing
    • Video Generation
    • Animation & 3D
    • Search
  • Applications - Industry
    • Finance & Insurance
    • Healthcare
    • Life Sciences
    • Transportation
    • Agriculture
    • Industrial & Logistics
    • Gov't & Intelligence
    • Cross-Industry
  • Open Source Infrastructure
    • Frameworks
    • Format
    • Query/Dataflow
    • Data Access
    • Databases
    • OLAP