René's URL Explorer Experiment


Title: FirstMark | 2025 MAD (ML/AI/Data) Landscape

Open Graph Title: FirstMark | 2025 MAD (ML/AI/Data) Landscape

X Title: FirstMark | 2025 MAD (ML/AI/Data) Landscape

Description: The 2025 MAD (ML/AI/Data) Landscape is the definitive market map of companies and products in machine learning, artificial intelligence and data, compiled by FirstMark.

Open Graph Description: The 2025 MAD (ML/AI/Data) Landscape is the definitive market map of companies and products in machine learning, artificial intelligence and data, compiled by FirstMark.

X Description: The 2025 MAD (ML/AI/Data) Landscape is the definitive market map of companies and products in machine learning, artificial intelligence and data, compiled by FirstMark.

Keywords:

Mail addresses
MAD@firstmark.com

Opengraph URL: https://mad.firstmark.com

direct link

Domain: mad.firstmark.com

og:imagehttps://mad.firstmark.com/images/banner.jpg
og:typewebsite
twitter:cardsummary_large_image
twitter:imagehttps://mad.firstmark.com/images/banner.jpg

Links:

Landscapehttps://mad.firstmark.com/
Cardhttps://mad.firstmark.com/card
MADhttps://mad.firstmark.com/
The 2025 MAD (ML, AI & Data) Landscapehttps://mad.firstmark.com/
Infrastructure - Integrate & Operatehttps://mad.firstmark.com/card#rec1Lbja88EAKIdts
ETL/ELT/Data Transformationhttps://mad.firstmark.com/card#recmgkiWcXb8kOPMy
Unstructured & Vector ETLhttps://mad.firstmark.com/card#receTKvmkuVvoaD2J
Data Integrationhttps://mad.firstmark.com/card#recnOYlCktYjFYIjT
Data Governance & Cataloghttps://mad.firstmark.com/card#reccLdA0kDJN0yCzo
Orchestrationhttps://mad.firstmark.com/card#recuRxuhkjgRPZ7Hi
Data Quality & Observabilityhttps://mad.firstmark.com/card#rec9PvNSW7vjVzvEe
Cloud Observabilityhttps://mad.firstmark.com/card#recfwnGgxh21FFXVH
Privacy & Securityhttps://mad.firstmark.com/card#recgWbMKo6jECiOPT
Computehttps://mad.firstmark.com/card#recFneyBPhQVC3Kmx
Data & AI Consultinghttps://mad.firstmark.com/card#rec4dmGEn3LQOizMO
Data & AI Consultinghttps://mad.firstmark.com/card#recOoH9sErCBdkwAk
Applications - Enterprisehttps://mad.firstmark.com/card#recr2hh5bFoSbrkmJ
Customer Experience & Support Agentshttps://mad.firstmark.com/card#recLClrNwDcfsgVDl
Sales & Marketing AI (GTM)https://mad.firstmark.com/card#recnC7fpun3EyUkIl
Automation & Operations (Agentic RPA)https://mad.firstmark.com/card#reczICew2q9n06v1z
Human Capital & Talenthttps://mad.firstmark.com/card#recAkWDQAhzpKXnaJ
Legal AIhttps://mad.firstmark.com/card#recGhGOmxA3oJ0h2i
FinOps & Riskhttps://mad.firstmark.com/card#rechPcKzZDfh0mBau
Applications - Horizontalhttps://mad.firstmark.com/card#recH4eV7b3RLJzk9S
Code AI & Agentshttps://mad.firstmark.com/card#recj5qcwXXWekDQpu
Text, Docs & Knowledge Agentshttps://mad.firstmark.com/card#rec3hUI5GTojr6o3W
Media Generationhttps://mad.firstmark.com/card#rec6UyZQMoSzU7mbg
3D / Animation / Gaminghttps://mad.firstmark.com/card#recVyEMOnStKj3l3a
Audio & Voice Agentshttps://mad.firstmark.com/card#recU4ERIUXQNSkBJJ
Applications - Industryhttps://mad.firstmark.com/card#recrtcsqKF61puOyL
Healthcare & Life Scienceshttps://mad.firstmark.com/card#rechiAmZpqCisYQfa
Financehttps://mad.firstmark.com/card#rec9sicw0k1qwVYn9
Robotics, Autonomy & Industrialhttps://mad.firstmark.com/card#recNiISh1VoBI4dwO
Aerospace, Defense & Govtechhttps://mad.firstmark.com/card#recFOazybAQV5AVT8
Infrastructure - Store & Streamhttps://mad.firstmark.com/card#reckLmmwFtkP1om5k
Storagehttps://mad.firstmark.com/card#rec7qoEwLE4qZJW4q
Data Lakes/Lakehouseshttps://mad.firstmark.com/card#rec7OGBuH7z873Pgl
Data Warehouseshttps://mad.firstmark.com/card#reczORl2ISwO91Uwl
Event Brokers & Messaginghttps://mad.firstmark.com/card#recojswKUmpjErTIs
Stream Processing & Streaming ETLhttps://mad.firstmark.com/card#recUR4xZ6P8XZkOEX
Relational & Distributed SQLhttps://mad.firstmark.com/card#recJaaH7hrkaPcng2
NoSQL Databaseshttps://mad.firstmark.com/card#recGv92EdWxVZoZ84
Real-Time Analytics / HTAPhttps://mad.firstmark.com/card#recBrG2P6Zbk8OKjc
Graph Databaseshttps://mad.firstmark.com/card#reckl7lBcOjn9GF9l
Vector Databaseshttps://mad.firstmark.com/card#recNGGOHMFGfSbJ3k
GPU Databaseshttps://mad.firstmark.com/card#rec2NhLfjhmUAs5Ta
Multi-Model Databases & Abstractionshttps://mad.firstmark.com/card#recuapWYMOfszAYy2
Analyticshttps://mad.firstmark.com/card#reccsDBDk22oQXsAs
BI & Analytics Platformshttps://mad.firstmark.com/card#recCjW5VGRo9kP9rL
Headless / Embedded BI & Semantic Layerhttps://mad.firstmark.com/card#rec6pnIJ4IdAENrfh
Experimentation & Causalhttps://mad.firstmark.com/card#rec6qXIqOiTs0hcUD
Product Analyticshttps://mad.firstmark.com/card#recICBH0DQF0TDQdr
Machine Learning & Artificial Intelligence - Buildhttps://mad.firstmark.com/card#recrAqXmw72gb32V5
AI Developer Platformshttps://mad.firstmark.com/card#rec5pDG2QrC8vDseV
Local / On-Device LLM Runtimeshttps://mad.firstmark.com/card#rec0p4b0wT8b8sqqE
Agent Platformshttps://mad.firstmark.com/card#recoHDvnP88xqCeBm
Agent Infra / Toolinghttps://mad.firstmark.com/card#recZhGLAJWfPmdizc
Machine Learning & Artificial Intelligence - Validate & Securehttps://mad.firstmark.com/card#recvDVfjhdIN32UAD
AI Observability & Evaluationhttps://mad.firstmark.com/card#reckqeFOquPH2Q8Sg
AI Safety & Securityhttps://mad.firstmark.com/card#recS11eK5hNpZF6E6
Routing, Prompt Management & Experimentationhttps://mad.firstmark.com/card#recQd6hGDWnh9DOT1
AI & Agent Governancehttps://mad.firstmark.com/card#reco4l6Qy3oNvVO8X
Machine Learning & Artificial Intelligence - Operate & Supplyhttps://mad.firstmark.com/card#reccmLXYpRmpMFIpj
MLOpshttps://mad.firstmark.com/card#rec36ZjpPrEFbh2Vr
Data Generation & Labellinghttps://mad.firstmark.com/card#recvzDfigWzr87eXQ
Data Sciencehttps://mad.firstmark.com/card#recHsXFoGFxPoimF0
Enterprise AI Platformshttps://mad.firstmark.com/card#recziYOpwCoCNsfIQ
Machine Learning & Artificial Intelligence - Modalities & Researchhttps://mad.firstmark.com/card#recBdXGDbCbZZUzsh
Speech & Voice AIhttps://mad.firstmark.com/card#recmY34HFP508I8ly
Computer Visionhttps://mad.firstmark.com/card#recyGaOYjso0Tc4Q1
AI R&D - Commercialhttps://mad.firstmark.com/card#rec8GbNn5VYqslTeM
AI R&D Nonprofit / Academichttps://mad.firstmark.com/card#recu4PpjXhxYK523A
Machine Learning & Artificial Intelligence - Run & Deployhttps://mad.firstmark.com/card#recmsZeRxRChMoL2q
GPU Cloud / Deployment Infrahttps://mad.firstmark.com/card#recdXXVaVN13DvHFk
Model Serving & Inference Runtimeshttps://mad.firstmark.com/card#recAuoK4Y58bqFWON
AI Hardwarehttps://mad.firstmark.com/card#recKSAKte0gj6Vcki
Edge AIhttps://mad.firstmark.com/card#recnIyl89zQM6kUGv
Data Sources & APIshttps://mad.firstmark.com/card#rec6wqQvYv6wFA1UN
Data Marketplaces & Discoveryhttps://mad.firstmark.com/card#recpQsghz771y9le3
Web Search & Crawl APIshttps://mad.firstmark.com/card#recVqBYIoPnPdYHzD
Financial & Alternative Datahttps://mad.firstmark.com/card#recEEwLIgt2ujp89L
Geospatial, Satellite & Locationhttps://mad.firstmark.com/card#recedfVBLVT7Lt96K
Company / People / Entity Enrichmenthttps://mad.firstmark.com/card#recgk51u4KBLZ3KfA
Download PDFhttps://mattturck.com/landscape/mad2025.pdf
mattturck.com/MAD2025https://www.mattturck.com/mad2025?utm_source=mad_landscape
Go Fractionalhttps://www.gofractional.com?utm_source=mad_landscape&ref=mad
CB Insightshttps://www.cbinsights.com/?utm_source=mad_landscape
https://firstmark.com/?utm_source=mad_landscape

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