Data Management Top 50 Start-Ups Are Valued Over 100 Billion
Enterprise data management will grow at least 12.8% annually from the period of 2022 to 2027 to attain over $150.6 billion by 2027, according to the consultancy Expert Market Research.
In 2021, the business of managing data became the fastest growing area of infrastructure. It was estimated to be worth over $70 billion and accounted for over one-fifth of all enterprise infrastructure.
“Data continues to be one of the most important and furiously growing innovation drivers across both large enterprises and new start-ups,” said an analyst of venture capital firm Andreessen Horowitz.
Data management marries the field of software engineering, analytics, artificial intelligence, and cloud computing.
Andreessen Horowitz has elaborated a list of the most exciting companies in data management in 2002. Overall, these companies are valued at more than $100 billion. In aggregate, they have raised $14.5 billion, with 20 having reached unicorn status by 2021.
Data50 List:
RANK
COMPANY
CATEGORY
LOCATION
VALUATION RANGE
WEBSITE
1
Query and Processing
San Francisco, CA
$5B+
Databricks
2
ELT & Orchestration
Oakland, CA
$5B+
Fivetran
3
AI/ML
Palo Alto, CA
$5B+
Scale.ai
4
Data Governance & Security
Atlanta, GA
$5B+
OneTrust
5
ELT & Orchestration
Philadelphia, PA
$1B-$5B
Dbt labs
6
Query and Processing
Boston, MA
$1B-$5B
Starburst
7
Data Governance & Security
Brussels, Belgium
$5B+
Collibra
8
Query and Processing
Santa Clara, CA
$1B-$5B
Dremio
9
Query and Processing
New York, NY
$1B-$5B
Dataiku
10
AI/ML
New York, NY
$250-999M
Hugging Face
11
Query and Processing
Boston, MA
$5B+
DataRobot
12
AI/ML
San Francisco, CA
$250-999M
Primer.ai
13
AI/ML
Palo Alto, CA
$1B-$5B
Snorkel
14
AI/ML
San Francisco, CA
$1B-$5B
Anyscale
15
Query and Processing
Tel Aviv, Israel
$1B-$5B
Firebolt
16
ELT & Orchestration
Cincinnati, OH
$100-$249M
Astronomer
17
Data Governance & Security
Redwood City, CA
$1B-$5B
Alation
18
AI/ML
San Francisco, CA
$1B-$5B
Weights & Biases
19
BI & Notebooks
San Francisco, CA
$1B-$5B
Sigma Computing
20
Data Observability
San Francisco, CA
$250-999M
Monte Carlo
21
AI/ML
Seattle, WA
$250-999M
OctoML
22
Customer Data Analytics
San Francisco, CA
$250-999M
Census
23
BI & Notebooks
San Francisco, CA
$250-999M
Hex
24
Customer Data Analytics
San Francisco, CA
$250-999M
Hightouch
25
Customer Data Analytics
Seattle, WA
$1B-$5B
Amperity
26
Data Governance & Security
New York, NY
$1B-$5B
BigID
27
Data Governance & Security
Fremont, CA
$250-999M
Privacera
28
Data Governance & Security
Boston, MA
$250-999M
Immuta
29
Data Observability
San Francisco, CA
$250-999M
Bigeye
30
ELT & Orchestration
Greater Manchester, United Kingdom
$1B-$5B
Matillion
31
Customer Data Analytics
San Francisco, CA
$1B-$5B
Heap
32
AI/ML
San Francisco, CA
$250-999M
Tecton
33
Query and Processing
Burlingame, CA
$250-999M
Imply
34
BI & Notebooks
San Francisco, CA
$250-999M
Sisu Data
35
ELT & Orchestration
San Francisco, CA
$100-$249M
Rudderstack
36
Customer Data Analytics
New York, NY
$250-999M
ActionIQ
37
Query and Processing
Portola Valley, CA
$1B-$5B
ClickHouse
38
ELT & Orchestration
San Francisco, CA
$1B-$5B
Airbyte
39
Query and Processing
San Mateo, CA
$250-999M
Rockset
40
AI/ML
San Francisco, CA
$250-999M
Labelbox
41
AI/ML
San Mateo, CA
$250-999M
Explorium
42
AI/ML
San Francisco, CA
$100-$249M
Rasa
43
ELT & Orchestration
Washington, DC
$250-999M
Prefect
44
Query and Processing
New York, NY
$250-999M
Materialize
45
AI/ML
San Juan Capistrano, CA
$100-$249M
Coiled
46
BI & Notebooks
San Mateo, CA
$100-$249M
Preset
47
BI & Notebooks
San Francisco, CA
$100-$249M
Metabase
48
AI/ML
San Francisco, CA
$100-$249M
Iterative.ai
49
AI/ML
San Francisco, CA
$100-$249M
Robust Intelligence
50
AI/ML
Mountain View, CA
$100-$249M
Fiddler