THE 2023 MAD (MACHINE LEARNING, ARTIFICIAL INTELLIGENCE & DATA) LANDSCAPE
INFRASTRUCTURE ANALYTICSMACHINE LEARNING & ARTIFICIAL INTELLIGENCE APPLICATIONS — ENTERPRISE
STORAGE MPP DBsDATA LAKES /DATA STREAMING /BI PLATFORMS VISUALIZATIONDATA SCIENCE DATA SCIENCE ENTERPRISE ML PLATFORMS SALES MARKETINGCUSTOMER EXPERIENCEHUMAN AUTOMATION DECISION &
LAKEHOUSES WAREHOUSES IN-MEMORYNOTEBOOKS PLATFORMSCAPITAL& OPERATIONS OPTIMIZATION
LEGAL PARTNERSHIPSREGTECH & FINANCE
RDBMS NoSQL DATABASESNewSQL DATABASESREAL TIME GRAPH DBs GPU DATABASEDATA ANALYST PLATFORMSCUSTOMER DATADATA GENERATION MLOPS COMPLIANCE
DATABASES DATABASES ABSTRACTIONPLATFORMS & LABELING
VECTORAPPLICATIONS — HORIZONTAL
DATABASES
CODE &TEXT AUDIO & VOICE IMAGEVIDEO EDITINGANIMATION SEARCH
DOCUMENTATION & 3D
VIDEO GENERATION
ETL / ELT /REVERSE ETL DATA INTEGRATION DATA GOVERNANCEPRODUCT LOG ANALYTICS CRYPTO / WEB 3COMPUTER SPEECH NLP HORIZONTAL AI / AGI
DATA TRANSFORMATION& CATALOGANALYTICSANALYTICS VISION
APPLICATIONS — INDUSTRY
FINANCE & HEALTHCARE LIFE SCIENCES TRANSPORTATION AGRICULTURE INDUSTRIAL & GOV’T &
INSURANCELOGISTICSINTELLIGENCE
ORCHESTRATION DATA QUALITY &FULLY MGMT / MONITORINGPRIVACY COMPUTE QUERYENTERPRISE SEARCHAI HARDWAREGPU CLOUD CLOSED
OBSERVABILITY MANAGED & SECURITY ENGINE SOURCE MODELS
EDGE AI
CROSS-
INDUSTRY
OPEN SOURCE INFRASTRUCTURE
FRAMEWORKSFORMAT QUERY / DATA FLOW DATA DATABASES OLAP ORCHESTRATION INFRA- DATA OPS STREAMING & STAT TOOLS & MLOPS & AI INFRA AI FRAMEWORKS & LIBRARIES AI MODELS &SEARCH LOGGING & MONITORING VISUALIZATION COLLABORATION
ACCESSSTRUCTUREMESSAGINGLANGUAGESARCHITECTURES
DATA SOURCES & APIs DATA & AI CONSULTING
DATA MARKETPLACES FINANCIAL & MARKET DATA AIR / SPACE / SEA PEOPLE / ENTITIES LOCATION INTELLIGENCE ESG
& DISCOVERY
Version 1.0 - Feb 2023 (c) Matt Turck (@mattturck), Kevin Zhang (@ykevinzhang) & FirstMark (@firstmarkcap) Blog post: mattturck/MAD2023 Interactive version: MAD.firstmarkcap Comments? Email MAD2023@firstmarkcap