The Data & AI Market Map
An open, interactive map of the data & AI vendor market. 3,089 solutions across 9 spectrums & 3 cores: Data, Intelligence, & Activation.
This interactive map requires JavaScript to load. Below is an overview of the coverage structure.
Data - Where data lives & flows
The systems that store, move, manage, & make data usable. Infrastructure, pipelines, governance, & data products that power everything else.
- Data Infrastructure - How data is stored, processed, moved, & queried.
- Data Governance, Security & Trust - The trust layer of the data stack.
- Data Products, Marketplaces & APIs - The data economy layer.
Intelligence - Where insight is created
The models, analytics, & technical capabilities that turn data into insight. AI/ML platforms, analytics, modeling, & decision intelligence.
- Analytics, BI & Semantic Intelligence - The tools that turn data into human-consumable intelligence.
- AI, ML & Model Platforms - The engine room of the AI economy.
- Data & AI Services - How firms make the stack real in enterprises.
Activation - Where work gets done
The tools that act on intelligence to change real-world outcomes. Applications, agents, automation, & systems that execute work.
- Enterprise Systems & CX - Where AI touches customers & operations.
- Automation, Agents & Work Execution - Where AI is doing work.
- Vertical Systems & Intelligence - Industry operating systems, not just apps.
About Nucleaus
Nucleaus is a B2B market intelligence platform providing independent research on the AI, machine learning, & data infrastructure market. We sit inside the vendor space, which gives us unique perspective on what is real versus what is positioned. Learn more · Contact us · Schedule a conversation
