The Emerging
Data Ecosystem:
An Industry Map

The rise of the modern data stack has led to significant growth in the data industry in recent years. This refers to the technologies and tools used to collect, process, and analyze data, including data storage and management solutions, data analytics and visualization tools, and machine learning and artificial intelligence technologies. As a result, many promising data companies and startups have emerged.

If you have any questions or thoughts on how to improve the DataMap or want to add a new company, please contact us at [email protected]


Team8’s DataMap is the most comprehensive live map of the modern analytics data stack. It was designed by Team8 for internal use as part of our unique company-building model and market research but is now being shared publicly to contribute to the data community and enable entrepreneurs, investors, market researchers, CDOs, data practitioners, colleagues from tangent domains and anyone interested in the data domain to explore the entire ecosystem with ease and efficiency.
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135 total companies
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135 total companies
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3 Companies

Event Collector

1 Companies

Synthetic Data

  • Israeli
3 Companies

Event Streaming / Processing

5 Companies

App Frameworks

2 Companies

Integrated Data Platform

12 Companies

Augmented Analytics

  • Israeli
  • Israeli
8 Companies

Metrics Layer

7 Companies

Augmented spreadsheats

  • Israeli
8 Companies

CDP

12 Companies

Observability, Reliability, and Quality

3 Companies

Confidential Computing

  • Team8
  • Israeli
6 Companies

Data Modeling and Transformation

12 Companies

Product Analytics

6 Companies

Data Warehouse / Lake

  • Israeli
10 Companies

Data Workspace

5 Companies

Query Engine

  • Israeli
9 Companies

DataOps Platform

9 Companies

Real-time Analytics Database

12 Companies

Discovery and Governance

  • Israeli
  • Israeli
6 Companies

Reverse ETL

5 Companies

DS/ML Platform

8 Companies

Security

  • Israeli
  • Israeli
  • Team8
  • Israeli
  • Israeli
2 Companies

DS/ML Tooling

10 Companies

Vertical Analytics

  • Israeli
7 Companies

Workflow Manager

12 Companies

ETL/ELT Tools

  • Israeli
4 Companies

BI Platform

  • Israeli
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