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

RudderStack Series B
Twilio Segmemt Series Public
Jitsu Series Seed
1 Companies

Synthetic Data

Datagen Series B
  • Israeli
3 Companies

Event Streaming / Processing

Confluent Series Public
Materialize Series C
Upsolver Series B
5 Companies

App Frameworks

GoodData Series G
Plotly Series C
RelationalAI Series B
Streamlit Series B
Domo Series Public
2 Companies

Integrated Data Platform

Adverity Series D
Cdata Series B
12 Companies

Augmented Analytics

Pyramid Series E
ThoughtSpot Series F
Whaly Series Seed
Sisu Data Series C
Supabase Series B
Tellius Series A
Pecan Series C
  • Israeli
Preset Series B
Sigma Series C
Acho Series Seed
Anodot Series C
  • Israeli
Graphext Series Seed
8 Companies

Metrics Layer

Supergrain Series Seed
Transform Series A
AtScale Series D
Baremetrics Series Seed
Cube Dev Series A
Omni Series A
Rasgo Series A
Rill Data Series Seed
7 Companies

Augmented spreadsheats

Equals Series Seed
GRID Series A
Rows Series B
Actiondesk Series Seed
Canvas Series A
Clarisights Series A
DataRails Series B
  • Israeli
8 Companies

CDP

Lytics Series B
mParticle Series E
Tealium Series G
Treasure Data Series
Zeotap Series C
Flywheel Software Series
Funnel Series C
Iteratively Series Seed
12 Companies

Observability, Reliability, and Quality

Validio Series Seed
WhyLabs Series A
Soda Series A
Superconductive Series B
Telm AI Series Seed
Unravel Series D
Metaplane Series Seed
Monte Carlo Series D
Sifflet Series Seed
Alvin Series Seed
Anomalo Series A
Bigeye Series B
3 Companies

Confidential Computing

Duality Series B
  • Team8
  • Israeli
Opaque Systems Series A
Cape Privacy Series A
6 Companies

Data Modeling and Transformation

Coalesce Series A
Dataform Series Seed
Narrator Series A
Octane11 Series Seed
Datameer Series F
dbt Labs Series D
12 Companies

Product Analytics

Woopra Series Seed
Rakam Series Seed
Kubit Series A
Mixpanel Series C
Objectiv Series Seed
Pendo Series F
PostHog Series B
Propel Data Series
Amplitude Series Public
Heap Series D
Indicative Series Seed
June Series Seed
6 Companies

Data Warehouse / Lake

Firebolt Series C
  • Israeli
Snowflake Series Public
SQream Series C
Yellowbrick Series C
BigQuery Series Public
Databricks Series H
10 Companies

Data Workspace

PopSQL Series A
Deepnote Series A
Hex Series B
Husprey Series Seed
Hyperquery Series Seed
Mode Analytics Series D
Noteable Series A
Coginiti Series Seed
Count Series Seed
Deep Channel Series Seed
5 Companies

Query Engine

Ahana Series A
DataDistillr Series Seed
Dremio Series E
  • Israeli
Starburst Series D
Voltron Data Series A
9 Companies

DataOps Platform

Promethium Series A
Selfr Series Seed
Untitled Series Seed
y42 Series A
5xData Series Seed
Cascade Series Seed
Integrate.io Series A
Iomete Series Seed
Mozart Data Series A
9 Companies

Real-time Analytics Database

SingleStore Series G
StarTree Series B
Altinity Series Seed
CelerData Series A
Hazelcast Series D
Imply Series D
Incorta Series D
RisingWaveLabs Series Seed
Rockset Series B
12 Companies

Discovery and Governance

data.world Series C
Stemma Series Seed
Octopai Series A
  • Israeli
Secoda Series Seed
Select Star Series A
Semarchy Series
Manta Series B
Metaphor Series Seed
Ataccama Series Private Equity
Atlan Series B
BigID Series D
  • Israeli
Castor Series A
6 Companies

Reverse ETL

Nexla Series A
Polytomic Series Seed
Castled Series Seed
Census Series B
Grouparoo Series Seed
Hightouch Series B
5 Companies

DS/ML Platform

Anyscale Series C
Dataiku Series F
DataRobot Series G
Devron Series A
Domino Data Lab Series F
8 Companies

Security

Piiano Series Seed
  • Israeli
Privacera Series B
Sentra Series Seed
  • Israeli
Cyral Series A
Dig Security Series A
  • Team8
  • Israeli
Flow Security Series Seed
  • Israeli
Immuta Series E
Okera Series A
2 Companies

DS/ML Tooling

Coiled Series A
Continual Series A
10 Companies

Vertical Analytics

Variance Series Seed
Correlated Series Seed
LogicLoop Series Seed
NetSpring Series A
Savant Labs Series Seed
Scuba Series D
Sightfull Series A
  • Israeli
Avenue Series Seed
Avo Series Seed
Calixa Series A
7 Companies

Workflow Manager

Orchest Series Seed
Prefect Series B
Prophecy Series A
Talend Series Private Equity
Astronomer Series C
Elementl Series A
Meroxa Series A
12 Companies

ETL/ELT Tools

Sequin Series Seed
Striim Series C
Supermetrics Series B
TINYBIRD Series A
Weld Series Seed
Meltano Series Seed
Osmos Series A
Popsink Series Seed
Rivery Series B
  • Israeli
Kleene.ai Series A
Matillion Series E
Dataddo Series Seed
4 Companies

BI Platform

Tableau Series Public
Qlik Series Debt
Looker Series Public
Sisense Series F
  • Israeli
404 company

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