A comprehensive look at the industry
with maps of the Data and AI ecosystems

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, machine learning and artificial intelligence technologies, and more. Team8’s live DataMap reflects the comprehensive modern analytics data stack.

Calling all Data Executives to join our community of leading data experts

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8 Companies

Real-time Analytics Database

Clickhouse Series B
SingleStore Series F
Rockset Series B
RisingWave-Labs Series A
Imply Series D
Incorta Series D
Hazelcast Series D
Altinity Series Seed
7 Companies

Security

Sentra Series A
  • Israeli
Privacera Series B
Piiano Series Seed
  • Israeli
Immuta Series E
Flow-Security Series Seed
  • Israeli
Dig-Security Series A
  • Unicorn
  • Team8
  • Israeli
Cyral Series A
20 Companies

Vertical Analytics

Woopra Series Seed
  • Unicorn
Supermetrics Series B
Rakam Series Seed
  • Unicorn
Propel-Data Series Seed
PostHog Series B
Pendo Series F
Octane11 Series Seed
NetSpring Series A
Mixpanel Series C
Kubit Series A
June Series Seed
Indicative Series Seed
  • Unicorn
Heap Series D
  • Unicorn
DataRails Series B
  • Israeli
Correlated Series Seed
Clarisights Series A
Calixa Series A
Baremetrics Series Seed
  • Unicorn
Amplitude Series Public
Adverity Series D
5 Companies

Workflow Manager

Prefect Series B
Meroxa Series A
Mage Series Seed
Elementl Series B
Astronomer Series C
16 Companies

Observability, Reliability, and Quality

Unravel Series D
Validio Series Seed
Telmai Series Seed
Soda Series A
Sifflet Series A
Pantomath Series A
Monte-Carlo Series D
Metaplane Series Seed
Lightup-Data Series A
Great-Expectations Series B
Gable Series Seed
Datafold Series A
Bigeye Series B
Avo Series Seed
Anomalo Series B
Acceldata Series B
8 Companies

Light Data Stack

y42. Series A
Shakudo Series A
Selfr Series Seed
Promethium Series A
Mozart-Data Series A
Iomete Series Seed
Acho Series Seed
5xData Series Seed
21 Companies

BI

ThoughtSpot Series F
Tableau Series Public
  • Unicorn
Sourcetable Series Seed
Sisense Series F
  • Israeli
Sigma Series C
Rows Series B
Rill-Data Series Seed
Qlik Series Debt
Pyramid Series E
  • Israeli
Preset Series B
Omni Series A
Looker Series Public
Lightdash Series Seed
Holistics Series Bootstrap
GRID Series A
Graphext Series Seed
GoodData Series G
Equals Series A
Domo Series Public
Canvas Series B
Actiondesk Series Seed
  • Unicorn
12 Companies

Analytics Assistant

TextQL Series Seed
Spotonix Series Seed
Rupert Series Seed
Savant-Labs Series Seed
Rasgo Series A
Numbers-Station Series A
Newton-Research Series Seed
LogicLoop Series Seed
Essential-AI Series A
Datalogz Series Seed
Athenic-AI Series Seed
Avenue Series Seed
2 Companies

Semantic Layer

Cube-Dev Series A
AtScale Series D
8 Companies

Data Platform

Voltron-Data Series A
Weka Series D
  • Israeli
Vast-Data Series E
  • Israeli
Snowflake Series Public
Microsoft-Fabric Series Public
Google-Cloud Series Public
Databricks Series I
AWS Series Public
8 Companies

Data Lakehouse

Motherduck Series B
Yellowbrick Series C
SQream Series C
Starburst Series D
Onehouse Series A
Firebolt Series C
  • Israeli
Dremio Series E
  • Israeli
BigQuery Series Public
12 Companies

Customer Data Platform

Zeotap Series C
Treasure-Data Series
Tealium Series G
mParticle Series E
Lytics Series
Iteratively Series Seed
Hightouch Series C
Flywheel-Software Series
Funnel Series C
Census Series B
Coho Series Seed
  • Israeli
Castled Series Seed
7 Companies

Augmented Analytics

Whaly Series Seed
Tellius Series B
Sightfull Series A
  • Israeli
Pecan Series C
  • Israeli
Noogata Series A
  • Team8
  • Israeli
Anodot Series C
  • Israeli
Alteryx Series C
7 Companies

Confidential Computing

Anjuna Series B
  • Israeli
Edgeless Systems Series Seed
Fortanix Series C
Opaque-Systems Series A
Oblivious Series Seed
Duality Series B
  • Team8
  • Israeli
Cape-Privacy Series A
7 Companies

Data Modeling and Transformation

VaultSpeed Series A
Prophecy Series B
Narrator Series A
dbt-Labs Series D
Datameer Series F
Coalesce Series A
Ariga Series A
  • Israeli
9 Companies

Data Workspace

PopSQL Series A
Polars Series Seed
Mode-Analytics Series D
  • Unicorn
Hyperquery Series Seed
Hex Series B
Deep-Channel Series Seed
Deepnote Series A
Count Series A
Coginiti Series Seed
17 Companies

Discovery and Governance

Semarchy Series
Select-Star Series A
Secoda Series A
Octopai Series B
  • Israeli
Nextdata Series Seed
Metaphor Series Seed
Manta Series B
  • Unicorn
DataGalaxy Series A
data.world Series C
Collibra Series G
Castor Series A
BigID Series D
  • Israeli
Atlan Series B
Ataccama Series Private Equity
Alvin Series Seed
Acryl-Data Series A
Alation Series E
3 Companies

App Frameworks

Streamlit Series B
  • Unicorn
RelationalAI Series B
Plotly Series C
23 Companies

ETL/ELT Tools

Weld Series Seed
TinyBird Series A
Talend Series Private Equity
  • Unicorn
Striim Series C
Sequin Series Seed
Rivery Series B
  • Israeli
Popsink Series Seed
Polytomic Series Seed
Osmos Series A
Nexla Series A
Meltano Series Seed
Matillion Series E
Kleene.ai Series A
Integrate.io Series A
  • Unicorn
Hotglue Series Seed
Hevo Series B
Flatfile Series B
Fivetran Series D
Estuary Series Seed
Decodable Series A
Dataddo Series Seed
Cdata Series B
Airbyte Series B
3 Companies

Event Collector

Twilio-Segmemt Series Public
RudderStack Series B
Jitsu Series Seed
6 Companies

Event Streaming / Processing

Upsolver Series B
ThatDot Series Seed
StarTree Series B
Materialize Series C
Feldera Series Seed
Confluent Series Public
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