DATA & AI LANDSCAPE 2020 SOCIAL ANALYTICS LOG ANALYTICS WEB / MOBILE / COMMERCE ANALYTICS SEARCH BI PLATFORMS COMPUTER VISION SPEECH & NLP DATA ANALYST PLATFORMS DATA SCIENCE NOTEBOOKS DATA SCIENCE PLATFORMS APPLICATIONS — INDUSTRY APPLICATIONS — ENTERPRISE HUMAN CAPITAL PARTNERSHIPS GOV’T & INTELLIGENCE EDUCATION REAL ESTATE FINANCE - LENDING ADVERTISING MARKETING - B2B SALES INFRASTRUCTURE SERVER- LESS GRAPH DBs MPP DBs NoSQL DATABASES DATA GOVERNANCE ETL / DATA TRANSFORMATION CLUSTER SVCS HORIZONTAL AI MACHINE LEARNING FINANCE AUTOMATION & RPA CUSTOMER EXPERIENCE / SERVICE LEGAL MARKETING - B2C REGTECH & COMPLIANCE SECURITY AGRICULTURE FINANCE - INVESTING HEALTHCARE INDUSTRIAL INSURANCE LIFE SCIENCES OTHER TRANSPORTATION AI OPS DATA GENERATION & LABELLING GPU DBs & CLOUD AI HARDWARE MGMT / MONITORING NewSQL DATABASES VISUALIZATION ANALYTICS & MACHINE INTELLIGENCE DATA QUALITY DATA INTEGRATION DATA LAKES DATA WAREHOUSES STREAMING / IN-MEMORY HADOOP STORAGE OTHER LOCATION INTELLIGENCE DATA SOURCES & APIs DATA MARKETPLACES & DISCOVERY AIR / SPACE / SEA FINANCIAL & ECONOMIC DATA PEOPLE / ENTITIES RESEARCH INCUBATORS & SCHOOLS DATA RESOURCES DATA SERVICES OPEN SOURCE QUERY / DATA FLOW STREAMING & MESSAGING STAT TOOLS & LANGUAGES AI OPS & INFRA COLLABORATION SECURITY FRAMEWORKS DATA ACCESS & DATABASES SEARCH VISUALIZATION LOGGING & MONITORING ORCHESTRATION & PIPELINES AI / MACHINE LEARNING / DEEP LEARNING © Matt Turck (@mattturck) & FirstMark (@firstmarkcap) mattturck.com/data2020 Version 1.0 - September 2020 COMMERCE