DevOps Market Report

Copyright © 2017, Tracxn Technologies Private Limited. All rights reserved.Feed Report - DevOps - Dec 2017
Contents
Feed Summary
Investment Trends
Market Details
Exit Outlook
Investors
News
Appendix
2
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Contents
Feed Summary
Investment Trends
Market Details
Exit Outlook
Investors
News
Appendix
3
Feed Summary
Investment Trend Summary
Exit Outlook Summary
BlueBox
Summary of Key Markets
Notable Companies in the Sector
Recent News

Note: Mega Companies includes IPO’d companies, Mega Acquisitions and Unicorn. Data is taken from Tracxn Platform as on December 6, 2017.
DevOps Feed Summary
4
DevOps > Feed Summary
Tools that emphasize the collaboration and communication of both software developers and information-technology
(IT) professionals while automating the process of software delivery and infrastructure changes.
• Inclusions: Companies that directly provide products or
tools which streamline software delivery by improving
feedback from production to development and automates
delivery activities. Includes Infrastructure Automation,
Continuous Integration, Continuous Delivery and
Continous Deployment , ALM (Application Life Cycle
Management), DevOps companies in terms of Performance
and Error tracking
• Exclusions: Companies that offer products/solutions
that are mainly used by IT personnel (not software
developers) for managing IT infrastructure
• Excludes funding information of Chinese companies
Feed in Numbers
Overview
$1.2B
Funding
5
Mega
Companies
108269
FundedCovered on
Tracxn
1
Unicorns
3
Soonicorns
2
Minicorns
1
IPO’d Cos
55
Late Stage Cos
15
5
Acquisitions
6
DeadPooled
34
Acquihired
Series A+ Cos
Rational Software
(1981, Cupertino, Acquired)
Skytap
(2006, Seattle, $109M)
CloudBees
(2010, Woburn, Series D)
Top Companies

Investment Trend Summary
Summary of Funding Activity in DevOps
5
$45M - Series E
Skytap (2006, Seattle, $109M)
$22M - Series A
Atomist (2015, San Francisco, $22M)
$30M - Series D
Sonatype (2008, Fulton, $68M)
$20M - Series A
Harness (2015, San Francisco, $20M)
$30M - Series C
OverOps (2011, Tel Aviv, $52M)
$6.3M - Seed
Cybric (2015, Boston, $6M)
Top Geos of InvestmentEntrepreneurial Activity Global Funding Trend
*YTD *YTD
DevOps > Feed Summary > Investment Trend Summary
Seed Seedcamp (#2), Accel Partners (#1), Amplify Partners (#1)
Series A/B Menlo Ventures (#3), Andreessen Horowitz (#2), Data Collective
(#2)
Series C+
Scale Venture Partners (#2), Amplify Partners (#1), Battery
Ventures (#1)
Incubators Techstars (#6) Y Combinator (#4) AngelPad (#3)
Other Notable
Investors
Goldman Sachs (#2), Accenture (#1), Bain Capital (#1)
Debt Investors Silicon Valley Bank (#1), Wellington Financial (#1)
Most Active InvestorsRecent Investments
19 20
38
41
28
6
2012 2013 2014 2015 2016 2017*
Y-o-Y # of Companies Founded 12 31 26 21 27 15
$39M
$134M
$231M
$88M
$146M
$161M
2012 2013 2014 2015 2016 2017*
$ Funding # Rounds
$981M
$99.5M
$45.3M
$40.1M
$5M
US
Israel
Europe
Canada
India
$ Funding

Summary of exit outlook in DevOps
Exit Outlook Summary
66
Most Active AcquirersTop Investors in Exits
Boulder Ventures 1 Rally (2001, Boulder, $69.6M)
DHG
Communications
Network
1 BlazeMeter (2011, Tel Aviv, $7.7M)
Glilot Capital
Partners
1 BlazeMeter (2011, Tel Aviv, $7.7M)
Mobius Venture
Capital
1 Rally (2001, Boulder, $69.6M)
Vista Ventures 1 Rally (2001, Boulder, $69.6M)
May 2017 Apteligent Acq by VMware
Sep 2016 BlazeMeter Acq by CA Technologies for $100M
Jul 2015 Rally Acq by CA Technologies for $480M
Feb 2003 Rational Software Acq by IBM for $2.1B
DevOps > Feed Summary > Exit Outlook Summary
CA Technologies 3 Rally (Jul 2015, $480M), BlazeMeter (Sep 2016, $100M)
IBM 1 Rational Software (Feb 2003, $2.1B)
VMware 1 Apteligent (May 2017)
Recent IPOs Top Acquisitions
Hewlett Packard Enterprise
Application Life-cycle management softwar…
IPO MCap: - Current MCap: -

Application Monitoring
Performance Monitoring
AppNeta (2000, South Boston, $55.8M)
Error Tracking
Delivery and Deployment
Continuous Delivery
Skytap (2006, Seattle, $109.45M)
Manual Deployment
Caylent (2015, Irvine, $40K)
Continuous Deployment
CircleCI (2011, San Francisco, $25.5M)
$447M$210M
December 2017Tracxn BlueBox – DevOps
260+ companies in the sector, 74 funded in last 5 years, $316M invested in last 2 Years
Most Active Investors: Techstars, Y Combinator, KPCB, True Ventures, Western Technology
Investment
Continuous Testing
BlazeMeter (2011, Tel Aviv, $7.7M, Acq.)
$18.7M
Continuous Integration
Buddybuild (2015, Vancouver, $8.8M)
$18.2M
Configuration Management
Chef (2008, Seattle, $72M)
$159M Application Lifecycle Management
Rally (2001, Boulder, $69.59M, Acq.)
$370M
DevOps > Feed Summary > BlueBox
7
Cumulative funding in the marketFunding data excludes Debt, Grants & Post-IPO rounds. Excludes all details for Chinese companies
For any Feedback and Query reach out to MyAnalyst@tracxn.com

Key Sub Sectors in DevOps Sector
Summary of Key Markets
8
Top Markets of Investment Activity
# Cos on
Platform
Last 2 Years
$ Invested # Round
Delivery and Deployment >
Continuous Delivery 25 $89.4M 7
Delivery and Deployment >
Continuous Deployment 37 $54.4M 7
Application Monitoring >
Error Tracking 25 $60M 4
Continuous Integration >
Mobile 10 $12.1M 6
Application Lifecycle Management 37 $50.3M 3
Application Monitoring >
Performance Monitoring 24 $14M 3
Sub Sectors
# Cos
Tracked
#
Funded
Total
Funding
Companies which provide tools to help in
instantiation of the application to an integration...
95 45 $447M
Application Lifecycle Management
Companies which provide tools for managing the
lifecycle of product development
47 20 $370M
Companies which provide tools for monitoring
applications and help developers resolve...
52 20 $210M
Companies which provide tools that help in tracking
and controlling changes in the software
18 6 $159M
Continuous Testing
Companies that provide tools to execute automated
tests as part of the software delivery...
4 2 $18.7M
Companies which provide applications that help
developers to integrate code into a shared...
38 9 $18.2M
Production Cloning
Companies which provide applications to spin up the
production environments in order...
4 3 $18.1M
DevOps > Feed Summary > Summary of Key Markets

List of Notable Companies in DevOps
Notable Companies in the Sector
9
Note: *(Founded Year, Location, Total Funding)
DevOps > Feed Summary > Notable Companies in the Sector
Public
Hewlett Packard
Enterprise
(1939, Palo Alto)*
Acquired
Rational Software
(1981, Cupertino)
Rally
(2001, Boulder, $69.6M)
Rally Software
(2002, Denver)
BlazeMeter
(2011, Tel Aviv, $7.7M)

List of Notable Companies by Market in DevOps
Notable Companies by Market
11
DevOps > Feed Summary > Notable Companies by Market
Rally (2001, Boulder, $69.6M)
Agile Development Software for Business Agility
Stage: Acquired
Meritech Capital Partners, Greylock Partners,
Square 1 Bank and 6 Other Investors
Sonatype (2008, Fulton, $67.6M)
Open source Component Lifecycle Management
Soonicorn. Stage: Series D
Goldman Sachs, New Enterprise Associates, Accel
Partners and 4 Other Investors
Rational Software (1981, Cupertino)
Tools to develop and deploy software and business
applications
Unicorn. Stage: Acquired
Highland Capital Partners
Hewlett Packard Enterprise (1939, Palo
Alto)
Application Life-cycle management software
Stage: Public
Continuous Testing
Continuous Testing
BlazeMeter (2011, Tel Aviv, $7.7M)
The Load Testing Cloud
Stage: Acquired
YL Ventures, Glilot Capital Partners, DHG
Communications Network and 4 Other Investors
Infrastructure as a Code
Puppet Labs (2005, Portland, $85.5M)
IT Automation software provider
Soonicorn. Stage: Series E
Silicon Valley Bank, Triangle Peak Partners,
VMware and 5 Other Investors
Infrastructure automation platform for applications
Millennium Technology Value Partners, Battery
Ventures, Ignition Partners and 6 Other Investors

Recent News in DevOps Sector
Recent News
12
DevOps > Feed Summary > Recent News
Dec 2017
Rocket Software Named Ellucian “Growth Partner of the Year”,
Business Wire
Nov 2017
Chef Adopts Signal Sciences for Web Application Security at the
Speed of DevOps, Business Wire
Nov 2017
Atomist announces new automation platform targeted at
developers, SD Times
Nov 2017
Chef Announces New Compliance and Application Automation
Capabilities for AWS, Business Wire
Nov 2017 Atomist gathers $22 mln Series A, PE Hub
Nov 2017
Tasktop Announces Automation and Value Stream Integration
Solution for Intland Software's codeBeamer ALM, DEVOPSdigest
Nov 2017
Blueworx Partners with Skytap for Application Modernization,
PRWeb
Nov 2017
CloudBees Announces Evangelina Vallez as Vice President of Human
Resources, Business Wire
Nov 2017
Amidst Major Growth, Skytap Announces New Cloud Integrations
and Hires Microsoft Executive, PR Newswire
Nov 2017 CYBRIC Announces Expansion of Partner Ecosystem, Citybizlist
Nov 2017
XebiaLabs Launches Industry-First DevOps KPI Solution, Business
Wire
Nov 2017
NodeSource and Sqreen Survey: Fewer Than a Quarter of Node.js
Developers Use Any Form of Real-Time Protection Against Attacks,
Business Wire
Key Recent News Key Recent News
Nov 2017
Chef Recognized on Deloitte 2017 Technology Fast 500™ List,
Business Wire
Nov 2017
NodeSource survey reveals developers are slacking on security, SD
Times
Nov 2017
Dominica DeGrandis Joins Tasktop as Director of Digital
Transformation, Business Wire
Nov 2017
Rocket BlueZone Web puts host-based systems in the palm of an
employee’s hand, Latest Software Testing News
Oct 2017
Appdyamics founder Jyoti Bansal launches his new start-up with
Apple Veteran, CNBC
Oct 2017
Harness Launches with $20 Million Series A to Simplify Continuous
Delivery Using Artificial Intelligence, PR Newswire
Oct 2017
Rollbar Announces $6 Million in Series A Funding to Extend
Platform to Cloud Native Customers, GlobeNewswire
Oct 2017
Electric Cloud Appoints Carmine Napolitano as Next CEO, PR
Newswire
Oct 2017 Quali Wins Layer123 Network Transformation Award, PR Newswire
Oct 2017
UShareSoft, a Fujitsu Company, Announces UForge AppCenter 3.7.7,
Improving Software Governance for Docker and DevOps, PR
Newswire
Oct 2017
Sonatype Bolsters Executive Team, Adds Former IBM Cloud General
Manager, Business Wire

Contents
Feed Summary
Investment Trends
Market Details
Exit Outlook
Investors
News
Appendix
13
Funding Trends
Median Deal Size and Trend
New Entrants in Funding Club
Distribution of companies by Funding Range
Funding Funnel of the Sector
Top Investments and Investors
Investors in Unicorn club

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$39M
$66M
$39M
$134M
$231M
$88M
$146M
$161M
0
5
10
15
20
25
30
35
$0k
$50M
$100M
$150M
$200M
$250M
2010 2011 2012 2013 2014 2015 2016 2017*
$ Funding # Rounds
3 Year CAGR
6 Year CAGR
Investments ($M) and number of rounds in DevOps; 2010-2016
Global Funding Trends (1/2)
15
Note: Funding excludes Grant, Debt and Post IPO rounds. Excludes all details for Chinese companies
*YTD
DevOps > Investment Trends > Global Funding Trends
#Rounds
$Funding
25% $ Funding
3% $ Funding
28% # of Rounds
5% # of Rounds

$2M $2M $5M $9M $6M $6M $10M $3M
$21M
$20M
$9M
$31M
$98M
$15M
$100M
$83M
$16M $45M $25M $94M $127M $68M $36M $75M
2010 2011 2012 2013 2014 2015 2016 2017 YTD
Seed Early Stage Late Stage
2 3 8 18 7 12 11 4
3
5
3
7
13
6
14
9
1 4 1 6 6 3 2 2
2010 2011 2012 2013 2014 2015 2016 2017 YTD
Seed Early Stage Late Stage
6
15
Total # of Rounds
$0K
$20M $25M
$62M
$125M
$64M
$30M
$117M
0
0.5
1
1.5
2
2.5
3
3.5
4
4.5
0
20000000
40000000
60000000
80000000
100000000
120000000
140000000
2010 2011 2012 2013 2014 2015 2016 2017 YTD
$ Funding # of Rounds
16
Note: Mega Rounds = rounds with size > $20M. Funding excludes Grant, Debt and Post IPO rounds. Excludes all details for Chinese companies
Stage-wise Number of RoundsStage-wise $ Invested
New Entrants in Funded ClubMega Rounds
Global Funding Trends (2/2)
Investments ($M) and number of rounds in DevOps; 2010-2016
DevOps > Investment Trends > Global Funding Trends
2
7
8
15
8
13
12 65
$3.0M
$2.6M
$0.0M
$1.0M
$2.0M
$3.0M
$4.0M
$5.0M
$6.0M
$7.0M
0
10
20
30
40
50
60
70
2001-2010 2011 2012 2013 2014 2015 2016 Total
Entrants in Funding Club Avg. Ticket Size
- 1 1 2 4 2 1 4 $3M $1.6M $0.7M $3.3M $6M $1.2M $2.2M $2.6M
$39M
$161M
Total $ Invested

DevOps > Investment Trends > Funding Trends by Geography
Investments ($M) and number of rounds in DevOps
Funding Trends by Geography
Funding Trends by Geography Top Cities of Funding
City $ Funding # Rounds
Bay Area 230M 46
Seattle 186M 12
Waltham 91.9M 1
Portland 85.5M 5
Boulder 69.6M 6
Fulton 67.6M 4
Tel Aviv 57.9M 7
South Boston 55.8M 5
Woburn 51.2M 5
Vancouver 40.1M 5
Total Funding
68
15
34
5
3
4
1
# Rounds
$981M
$99.5M
$45.3M
$40.1M
$5M
$2.3M
$2M
US
Israel
Europe
Canada
India
Japan
Australia
Note: Excludes funding information of China companies

Trend of Average Deal Size ($M)
$1.1 $1.0 $0.9
$0.7
$0.9
$0.7
$1.3
2010 2011 2012 2013 2014 2015 2016
$4.0
$3.1 $2.9
$4.3
$6.4
$2.9
$6.4
$8.3
$10.5
$0.0
$7.0
$11.5
$0.0
$14.0
$16.0
$11.2
$25.0
$15.7
$21.1 $22.6
$18.1
DevOps > Investment Trends > Median Deal Size and Trend
Median and Average Deal Size in $M (per Stage) in DevOps; 2010-2016
Median Deal Size and Trend
Note: Excludes funding information of Chinese companies. *Graph not to scale
Median Deal Size and Range
$5K* $11M
$50K $31M
$92K $80M
$50K $1B
$22M
$7M
$2.8M
$0.3M
Series C+
Series B
Series A
Seed
Stage

Note: 34 companies with undisclosed funding amount are not included
19
<$1M
$1-10M
$10-50M
$50-100M
$100M+
Funding Range
12
35
18
9
1
No. of Companies
DevOps > Investment Trends > Distribution of companies by Funding Range
No. of companies by funding range in DevOps; as of Dec 2017
Distribution of companies by Funding Range
$3M
$136M
$376M
$621M
$109M
$ Investment

Stage No. of Companies
Funding
Funnel
100%
40%
20%
8%
6%
20
Note: Numbers in the brackets show the count of companies
Time to raise
next round
15
22
55
108
269
Series C+
Series B
Series A
Funded
Founded
Next
Round
100M+
Valuation
Exits
Acqui-
Hired
Dead
Pooled
Others
40% 3%
(8)
2%
(5)
13%
(35)
2%
(6)
45%
(120)
51% 6%
(7)
4%
(4)
24%
(26)
4%
(4)
21%
(23)
40% 9%
(5)
4%
(2)
33%
(18)
- 27%
(15)
68% 23%
(5)
9%
(2)
27%
(6)
- 5%
(1)
- 27%
(4)
7%
(1)
27%
(4)
- 7%
(1)
DevOps > Investment Trends > Funding Funnel
Number of companies progressing to subsequent funding stages in DevOps
Funding Funnel
20 Months
23 Months
16 Months
Investment backedBootstrapped
3
1
3
1
1
Soonicorns
Unicorns
Acquisitions
IPOs

Note: Seed Stage (Seed, Angel), Early Stage (Series A, Series B), Late Stage (Series C+, PE)
DevOps > Investment Trends > Notable Investments in last 24 months
Major funding rounds by Stage in DevOps; Dec 2015-Dec 2017
Notable Investments in last 24 months
LATE STAGE
$45M - Series E Aug 2017
Enterprise Dev/Test Environments - Cloud based
Goldman Sachs
$30M - Series D Feb 2016
Goldman Sachs
$30M - Series C Apr 2017
SaaS-based application error and performance
monitoring solution
EARLY STAGE
$22M - Series A Nov 2017
Platform for automation of code deployment
workflows
Accel Partners
$20M - Series A Oct 2017
Platform for automatic deployments of applications
Menlo Ventures, biglabs
SEED STAGE
$6.3M - Seed Oct 2016
Cybric (2015, Boston, $6.3M)
Virtualization based vulnerability identification &
remediation in enterprise
Petrillo Capital, Capstone Partners

Most Active Investors (VC, PE) by Stage in DevOps; Last 5 years (Dec 2012-Dec 2017)
Most Active VC & PE Investors
22
DevOps > Investment Trends > Most Active VC & PE Investors
SEED STAGE
Seedcamp(2 Investments)
Codeship, Nevercode
1
Accel Partners
Sentry
2
Amplify Partners
Buddybuild
3
Baseline Ventures
CircleCI
4
Bloomberg Beta
Buddybuild
5
BoxGroup
Embrace.io
6
Camp One Ventures
Pulse.io
7
Vulcan Capital
Shippable
8
Crosslink Capital
NodeSource
9
Divergent Ventures
Shippable
10
EARLY STAGE
Menlo Ventures(3 Investments)
OverOps, Ansible, Harness
1
Andreessen Horowitz (2 Investments)
Netlify, Distelli
2
Data Collective(2 Investments)
Gradle, Gradle
3
KPCB(2 Investments)
Buddybuild, Apporbit
4
True Ventures(2 Investments)
Gradle, Gradle
5
Accel Partners
Atomist
6
Ascent Venture Partners
Codeship
7
Austin Ventures
Tasktop
8
AVX Partners
Tasktop
9
Balderton Capital
Opbeat
10
LATE STAGE
Scale Venture Partners (2 Investments)
Chef, Apteligent
1
Amplify Partners
Chef
2
Battery Ventures
Chef
3
Blue Cloud Ventures
CloudBees
4
Citi Ventures
Chef
5
DFJ
Chef
6
Hewlett Packard Pathfinder
Chef
7
Ignition Partners
Chef
8
Insight Venture Partners
Skytap
9
InterWest Partners
Apteligent
10

DevOps > Investment Trends > Most Active Ecosystem Investors
Top Ecosystem Investors in DevOps; Last 5 years (Dec 2012-Dec 2017)
Most Active Ecosystem Investors
INCUBATOR
Techstars(6 Investments)
Shippable, Codeship, Cloud 66
1
Y Combinator(4 Investments)
Bitfall, Convox, Opsolutely
2
AngelPad(3 Investments)
Cisimple, Ship, Sync Ninja
3
500 Startups(2 Investments)
CircleCI, Mobingi
4
Internet Initiatives Development
Fund(2 Investments)
Last.Backend, Vexor
5
Alchemist Accelerator
drone.io
6
Archetype
Mobingi
7
Entrepreneurs Roundtable
Accelerator
Caylent
8
Digital Garage
Mobingi
9
Plug and Play Tech Center
Wodby
10
OTHER NOTABLE INVESTORS
Goldman Sachs(2 Investments)
Skytap, Sonatype
1
Accenture
Apteligent
2
Bain Capital
Rollbar
3
biglabs
Harness
4
Capstone Partners
Cybric
5
IAngels
DBmaestro
6
InCrowd Capital
Initial State
7
K5 Ventures
Cloud 66
8
LLR Partners
VersionOne
9
DEBT INVESTORS
Silicon Valley Bank
Puppet Labs
1
Wellington Financial
Electric Cloud
2

DevOps > Investment Trends > Investors in Unicorn club
Investors in Unicorn Club

DevOps > Investment Trends > Unicorn Investors in the Sector
Unicorn Investors in the Sector

Contents
Feed Summary
Investment Trend
Market Details
Exit Outlook
Investors
News
Appendix
26
BlueBox
Key Sub Sectors
Detailed Sector Taxonomy
Top Markets of Early Stage Investors
Other Notable Markets
Market Deep Dive

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December 2017Tracxn BlueBox – DevOps
DevOps > Market Details > BlueBox
28

Key Sub Sectors (1/2)
29
Key Sub Sectors in DevOps
Market Top Companies
# Cos
Tracked
#
Funded
Total
Funding
Companies which provide tools to help in instantiation of the application to an integration
stack/environment/deployment
Wercker (2012, Amsterdam, Acquired)
95 45 $447M
Companies which provide tools for managing the lifecycle of product development
Rally (2001, Boulder, Acquired)
Rocket Software (1990, Waltham, $91.9M)
47 20 $370M
Companies which provide tools for monitoring applications and help developers resolve
code level issues
Apteligent (2011, San Francisco, Acquired)
AppNeta (2000, South Boston, $55.8M)
52 20 $210M
Companies which provide tools that help in tracking and controlling changes in the software
Cloudsmith (2005, New York City,
Acquired)
18 6 $159M
Continuous Testing
Companies that provide tools to execute automated tests as part of the software delivery
pipeline and obtain immediate feedback on the business risks...
BlazeMeter (2011, Tel Aviv, Acquired)
SeaLights (2015, Kfar Saba, $11M)
4 2 $18.7M
Companies which provide applications that help developers to integrate code into a shared
repository several times a day
Koality (2012, San Francisco, Acquired)
Buddybuild (2015, Vancouver, $8.8M)
38 9 $18.2M
Production Cloning
Companies which provide applications to spin up the production environments in order to
facilitate testing before the actual deployment
QualiSystems (2007, Ganei Tikva, $16.3M)
MinuteLab (2016, Rehovot, $1.8M)
4 3 $18.1M
Automation
Companies which provide tools that automate the DevOps processes. This includes a
visualization tool for orchestrating the infrastructure and a platform...
Calm (2014, Bangalore, Acquired)
Production Map (2011, Ramat Hasharon)
4 2 $4M
DevOps > Market Details > Key Sub Sectors

Key Sub Sectors (2/2)
30
Key Sub Sectors in DevOps
Market Top Companies
# Cos
Tracked
#
Funded
Total
Funding
ChatOps
Companies which provide applications to enable collaboration and communication between
DevOps professionals
Operable (2014, Raleigh)
1 1
DevOps > Market Details > Key Sub Sectors

Detailed Sector Taxonomy (1/2)
31
DevOps > Market Details > Detailed Sector Taxonomy

Detailed Sector Taxonomy (2/2)
32
DevOps > Market Details > Detailed Sector Taxonomy

Rank Market
Last 2 Years
$ Invested # Round Top Funded Company
1
(-)
Delivery and Deployment > Continuous Delivery
Companies which provide applications to deploy applications to the staging environments
automatically, without manual intervention from the developer
(Companies covered 25 | Funded 19 | Total Funding $286M)
$89.4M
(-$25.7M)
7
(-10)
Skytap
(2006, Seattle, $109M)
2
(+1)
Delivery and Deployment > Continuous Deployment
Companies which provide applications to deploy the code to production servers automatically,
without manual intervention from developers
(Companies covered 37 | Funded 12 | Total Funding $69.3M)
$54.4M
(+$43.3M)
7
(-2)
Harness
(2015, San Francisco, $20M)
3
(+2)
Application Monitoring > Error Tracking
Companies which provide applications to track code level errors once the application is deployed
$60M
(+$57.8M)
4
(+2)
OverOps
(2011, Tel Aviv, $52M)
4
(+5)
Continuous Integration > Mobile
Companies which provide tools that help developers to integrate code into a shared repository several
times a day for mobile
$12.1M
(+$12.1M)
6
(+6)
Buddybuild
(2015, Vancouver, $8.8M)
5
(-3)
Companies which provide tools for managing the lifecycle of product development
$50.3M
(-$1.1M)
3
(-2)
Sonatype
(2008, Fulton, $67.6M)
6
(-2)
Application Monitoring > Performance Monitoring
Companies which provide tools to monitor the performance of the application at the code level, once
the application is deployed
$14M
(-$21M)
3
(-)
NodeSource
33
Note: The numbers in the bracket represent the change in a 2 year period.
Top Markets by Funding in DevOps in last 2 years (December 2015 - November 2017)
DevOps > Market Details > Top Markets of Investment Activity

Rank Market # Investments Key Investments
1
Application Monitoring > Error Tracking
Companies which provide applications to track code level errors once the application is deployed
(Companies created 25 | Funded 7 | Total Funding $73.4M )
2
Sentry (2011, San Francisco, $10.5M)
2
Delivery and Deployment > Continuous Delivery
Companies which provide applications to deploy applications to the staging environments automatically,
without manual intervention from the developer
(Companies created 25 | Funded 19 | Total Funding $286M )
1 Atomist (2015, San Francisco, $22M)
3
Delivery and Deployment > Continuous Deployment
Companies which provide applications to deploy the code to production servers automatically, without
manual intervention from developers
1 Netlify (2015, San Francisco, $14.1M)
4
Continuous Integration > Mobile
Companies which provide tools that help developers to integrate code into a shared repository several
times a day for mobile
1 Buddybuild (2015, Vancouver, $8.8M)
5
Production Cloning
Companies which provide applications to spin up the production environments in order to facilitate testing
before the actual deployment
1 Apporbit (2014, San Jose, $0)
Note: Investors considered - Sequoia Capital, Accel Partners, Andreessen Horowitz, NEA, Greylock Partners, General Catalyst Partners, Benchmark Capital, KPCB, Khosla Ventures, Redpoint Ventures, Founders Fund, SV Angel, Index Ventures, Bessemer
Venture Partners, Lightspeed Venture Partners, Venrock, Draper Fisher Jurvetson, Institutional Venture Partners, Intel Capital, Battery Ventures
34
Top Markets of Early Stage Investors
Top Markets where Early Stage Investors are investing in last 2 years (December 2015 - November 2017)
DevOps > Market Details > Top Markets of Early Stage Investors

Incubators Techstars (#3), Rockstart (#1)
Seed Founders' Co-op (#1), Divergent Ventures (#1)
Series A/B Madrona Venture Group (#1), Ignition Partners (#1)
Series C+ Goldman Sachs (#1), Insight Venture Partners (#1)
None
$22M - Series A
$45M - Series E
$6.2M - Series E
Electric Cloud (2002, San Jose,
$44.5M)
$7M - Series A
Codeship (2011, Vienna, $11.4M)
$561k - Seed
magnetic.io (2014, Amersfoort, $560k)
$4.2M - Series A
Gradle (2009, San Francisco, $4.2M)
$1.5M - Series A
Codeship (2011, Vienna, $11.4M)
$4.2M - Series E
Electric Cloud (2002, San Jose,
$44.5M)
$23.5M - Series D
CloudBees (2010, Woburn, $51.2M)
$35M - Series D
$1.2M - Series A
Clarive (2010, Madrid, $1.2M)
Nov 2017
Nov 2017
Blueworx Partners with Skytap for Application
Modernization, PRWeb
Nov 2017
CloudBees Announces Evangelina Vallez as Vice President of
Human Resources, Business Wire
Nov 2017
Amidst Major Growth, Skytap Announces New Cloud
Integrations and Hires Microsoft Executive, PR Newswire
Oct 2017
Compuware Supports CloudBees Jenkins Enterprise,
DEVOPSdigest
Aug 2017
XebiaLabs Named A Leader and Highest Ranked for Current
Offering by Independent Research Firm, Citybizlist
Aug 2017
Skytap announces $45 mln series E led by Goldman Sachs,
Reuters
Jul 2017 Former Red Hat CFO Joins CloudBees, Fortune
Jun 2017
Shippable Brings DevOps Elements Together into New-Gen
Server, eWEEK
Jun 2017
Skytap preps for IPO, cashes in on cloud migration,
Bizjournals
Jun 2017
Shippable Delivers a Continuous Integration Platform for the
Enterprise, The New Stack
Jun 2017
Shippable Server Delivers DevOps Assembly Lines Behind
the Firewall, GlobeNewswire
Jun 2017
Spinnaker, an open-source project for continuous delivery,
hits the 1.0 milestone, GeekWire
News
0
2
4
6
8
10
12
14
$0k
$20M
$40M
$60M
$80M
$100M
2013 2014 2015 2016 2017
YoY Funding Rounds
-
3
13
19
25
M&A/IPO
Series C+
Series A+
Funded
Companies
Covered
Funding Funnel
Delivery and Deployment > Continuous Delivery: Market Factsheet
Market: Continuous Delivery
35
Exits
Most Active Investors
Recent Investments
YoY Funding and Rounds
Companies which provide
applications to deploy
applications to the staging
environments automatically,
without manual intervention from
the developer
Skytap
(2006, Seattle, $109M)
CloudBees
(2010, Woburn, $51.2M)
Electric Cloud
(2002, San Jose, $44.5M)
Atomist
Top Companies
#1 Top Markets of Investment Activity
DevOps > Market Details > Market: Continuous Delivery
Companies Created 25 | Funded 19 | Total Funding $286M

Delivery and Deployment > Continuous Delivery: Top Companies
Analyst’s Pick
workflows
Editor's Pick. Stage: Series A
Accel Partners
Applariat (2016, Irvine)
Platform for enabling the continuous delivery of
containerized applications
Editor's Pick. Stage: Funded
Miramar Digital Ventures, March Capital Partners

Note: Overall Rating is a combination of Funding and Team rating, along with Execution, Size and Growth metrics
37
Delivery and Deployment > Continuous Delivery: Leaderboard
Better than Market Average
Overall
Rating
Company
Name
Foun
ded
Year
Location Stage Funding Team
Execution Quality Size Metrics 6M Growth Metrics
App
Rating
App
UX
Web
UX
News
Web
Traffic
Rank
Social
Follow
ing
Mobile
Downl
oads
# App
Revie
ws
Web Traffic
Rank
Mobile
Downloads
Social
Following
Δ % Δ % Δ %
5.0 Skytap 2006 Seattle Series E $109M - 5 - - 6 131k 2.8k 750 16 23k 19% 1 13% 12 -
4.8 Atomist 2015
San
Francisco
Series A $22M - - - 3 2 - 2k - - - - - - 241 14%
4.6 Ansible 2013
Santa
Barbara
Acquired $6M - - - - 1 17k 32k - - 1k 1% - - 4.2k 15%
4.4 CloudBees 2010 Woburn Series D $51M - - - - 16 86k 21k - - 13k 17% - - 3.5k 19%
4.2 Electric Cloud 2002 San Jose Series E $45M - - - - 9 342k 5.1k - - 66k 23% - - 192 4%
4.0 Codeship 2011 Vienna Series A $11M - - - - 4 35k 13k - - 3k 7% - - 1k 8%
3.8 Wercker 2012 Amsterdam Acquired $8M - - - - 6 92k 2.5k - - -1k -1% - - 177 8%
3.5 Gradle 2009
San
Francisco
Series A $4M - - - - 1 19k 14k - - 2k 8% - - 2.5k 21%
3.3 Cloud 66 2012 London Seed $1M - - - - - 226k 9.6k - - 58k 30% - - 835 9%
3.1 XebiaLabs 2008 Boston Series A $12M - - - - 9 217k 4.7k - - 12k 6% - - 472 11%
2.9 Shippable 2013 Bellevue Series A $10M - - - - 4 207k 2.2k - - -43k -18% - - 399 22%
2.7 Clarive 2010 Madrid Series A $1M - - - - - 1.8M 520 - - 897k 111% - - - -
2.5 Applariat 2016 Irvine Funded - 5 - - 3 - 4.2M 649 - - - - - - 10 1%
2.3 Spinnaker 2015 Los Gatos Funded - - - - - 1 261k 1.6k - - -113k -33% - - 421 35%
2.1 Appveyor 2011 Vancouver Unfunded - - - - - - 31k 1.5k - - -13k -33% - - 84 6%

Incubators 500 Startups (#2), Y Combinator (#2)
Seed SV Angel (#1), Harrison Metal (#1)
Series A/B Andreessen Horowitz (#2), Scale Venture Partners (#1)
Series C+ None
$20M - Series A
$120k - Seed
Armory (2016, San Francisco, $120k)
$12M - Series A
Netlify (2015, San Francisco, $14.1M)
$2.2M - Series A
Mobingi (2015, Tokyo, $2.6M)
$2.1M - Series A
Netlify (2015, San Francisco, $14.1M)
$18M - Series B
CircleCI (2011, San Francisco, $25.5M)
Seed
$125k - Seed
$120k - Seed
Convox (2013, Atlanta, $120k)
$25k - Seed
Wodby (2014, Sunnyvale, $105k)
$80k - Seed
Wodby (2014, Sunnyvale, $105k)
$16.7k - Seed
Oct 2017
AppDynamics founder Jyoti Bansal launches his new start-up
with Apple Veteran, CNBC
Oct 2017
Harness Launches with $20 Million Series A to Simplify
Continuous Delivery Using Artificial Intelligence, PR Newswire
Oct 2017
Cloud Foundry launches single marketplace for the entire
ecosystem, DatacenterDynamics
Oct 2017
Cloud Foundry gets new software container toolkit
codeveloped by Google, SiliconAngle
Sep 2017
Puppet Acquires Distelli to Fuel the New Age of Automation
Across the Software Delivery Lifecycle, Marketwired
Sep 2017
Netlify Grows from SSG to CMS — and Launches a
Microservices Gateway, The New Stack
Aug 2017 Netlify Raises $12m from A16Z, Netlify
Jun 2017
Datadog Announces New Integration with Cloud Foundry,
DEVOPSdigest
Jun 2017 Orange joins Cloud Foundry Foundation, Telecompaper
May 2017
Russian fund makes 1,600% ROI from Chinese acquisition,
East-West Digital News
May 2017
ASL Celebrates Its 20th Listing Anniversary and Successful
Acquisition of Grid Dynamics, ACN Newswire
Apr 2017 BGV exits Grid Dynamics and Zentri, PE Hub
Apr 2017
E-commerce tech startup backed by 3com, Palm ex-CEO
bought by China company, Bizjournals
News
0
1
2
3
4
5
6
7
8
$0k
$5M
$10M
$15M
$20M
$25M
$30M
$35M
$40M
2013 2014 2015 2016 2017
YoY Funding Rounds
-
-
6
12
37
M&A/IPO
Series C+
Series A+
Funded
Companies
Covered
Funding Funnel
Delivery and Deployment > Continuous Deployment: Market Factsheet
Market: Continuous Deployment
38
Exits
Recent Investments
applications to deploy the code to
production servers automatically,
without manual intervention from
developers
CircleCI
(2011, San Francisco, $25.5M)
Harness
Netlify
Distelli
(2013, Seattle, $2.8M)
Mobingi
(2015, Tokyo, $2.6M)
Top Companies
DevOps > Market Details > Market: Continuous Deployment
Companies Created 37 | Funded 12 | Total Funding $69.3M

39
Delivery and Deployment > Continuous Deployment: Leaderboard
Market: Continuous Deployment
DevOps > Market Details > Market: Continuous Deployment
Overall
Rating
Company
Name
Foun
ded
Year
App
Rating
App
UX
Web
UX
News
Web
Traffic
Rank
Social
Follow
ing
Mobile
Downl
oads
# App
Revie
ws
Web Traffic
Rank
Mobile
Downloads
Social
Following
Δ % Δ % Δ %
5.0 Netlify 2015
San
Francisco
Series A $14M - 4 - - 3 39k 6.3k 49k 259 - - 101 63% 1.9k 41%
4.9 CircleCI 2011
San
Francisco
Series B $26M - - - - 4 12k 37k - - -5k -34% - - 1k 3%
4.7 Gearset 2014 Cambridge Unfunded - - - - 4 - - 270 - - - - - - 79 37%
4.6 Convox 2013 Atlanta Seed $120K - - - - 1 523k 664 - - 201k 53% - - 22 3%
4.4 Cloud Foundry 2011
San
Francisco
Acquired - - - - - 12 73k 83k - - 1k - - - 2.5k 3%
4.3
Octopus
Deploy
2011 Brisbane Seed $2M - - - - 1 130k 4.2k - - -18k -13% - - 331 9%
4.1 Distelli 2013 Seattle Acquired $3M - - - - 1 271k 1.1k - - -23k -8% - - 51 5%
4.0 Harness 2015
San
Francisco
Series A $20M - - - 4 3 3.5M 26 - -
-
25.8M
-96% - - -1 -4%
3.8 Armory 2016
San
Francisco
Seed $120K - - - - - 593k 51 - - - - - - 23 85%
3.7 Mobingi 2015 Tokyo Series A $3M - - - - 8 2.2M 70 - - -1.4M -43% - - 28 65%
3.5 Grid Dynamics 2006 Fremont Acquired - - - - - 5 688k 1.5k - - -351k -34% - - 479 48%
3.4 Opsani 2015 Los Altos Unfunded - - - - 3 - - 76 - - - - - - - -
3.2 Wodby 2014 Sunnyvale Seed $105K - - - - - 1.8M 458 - - -285k -13% - - 8 2%
3.1 Stelligent 2007 Reston Acquired - - - - - 1 759k 917 - - -227k -24% - - 72 9%

Incubators Plug and Play Tech Center (#1)
Seed Resolute Ventures (#1), Partech Ventures (#1)
Series A/B Bain Capital (#1), Cota Capital (#1)
Series C+ None
$6M - Series A
Rollbar (2012, San Francisco, $6.4M)
$30M - Series C
$9M - Series A
$15M - Series B
$1.5M - Seed
$700k - Seed
Plumbr (2011, Tartu, $1.7M)
$4.5M - Series A
$1M - Seed
Plumbr (2011, Tartu, $1.7M)
$200k - Seed
Qbaka (2012, Saint Petersburg, $200k)
$200k - Seed
$235k - Seed
$700k - Seed
Oct 2017
Apr 2017 OverOps takes in $30 mln Series C, PE Hub
Jun 2016
Real-time crash reporting tool Sentry grabs $9 million from
NEA & Accel, TechCrunch
Apr 2016
Takipi Lands $15M Series B Funding, Shakes up IT Ops
Market with Major Enterprise Customers, PRWeb
News
0
1
2
3
4
5
6
$0k
$5M
$10M
$15M
$20M
$25M
$30M
$35M
$40M
2013 2014 2015 2016 2017
YoY Funding Rounds
-
1
3
7
25
M&A/IPO
Series C+
Series A+
Funded
Companies
Covered
Funding Funnel
Application Monitoring > Error Tracking: Market Factsheet
Market: Error Tracking
40
Exits
Recent Investments
applications to track code level
errors once the application is
deployed
OverOps
(2011, Tel Aviv, $52M)
Sentry
Rollbar
Pulse.io
(2011, San Mateo, $2.6M)
Top Companies
DevOps > Market Details > Market: Error Tracking

41
Application Monitoring > Error Tracking: Leaderboard
Market: Error Tracking
DevOps > Market Details > Market: Error Tracking
Overall
Rating
Company
Name
Foun
ded
Year
App
Rating
App
UX
Web
UX
News
Web
Traffic
Rank
Social
Follow
ing
Mobile
Downl
oads
# App
Revie
ws
Web Traffic
Rank
Mobile
Downloads
Social
Following
Δ % Δ % Δ %
5.0 Airbrake 2008
San
Francisco
Acquired - - 4 - - - 69k 3.5k 3k 29 -11k -15% - - 150 5%
4.8 OverOps 2011 Tel Aviv Series C $52M - - - - 4 252k 7.3k - - - - - - 687 11%
4.5 Rollbar 2012
San
Francisco
Series A $6M - - - - 1 45k 4.3k - - -1k -2% - - 171 4%
4.3 Sentry 2011
San
Francisco
Series A $11M - - - - 1 10M 3.6k - - - - - - 537 17%
4.1 Plumbr 2011 Tartu Seed $2M - - - - 1 178k 2.4k - - -11k -5% - - 54 2%
3.9 TrackJS 2013
Minneapoli
s
Unfunded - - - - - - 266k 1.5k - - 29k 12% - - 134 10%
3.6 Honeybadger 2013 Seattle Funded - - - - - - 119k 1.2k - - -4k -3% - - 15 1%
3.4 Errorception 2011 Mumbai Unfunded - - - - - - 1.9M 352 - - 633k 48% - - 3 1%
3.2 ELMAH 2013 Aarhus Unfunded - - - - - - 556k 378 - - - - - - 38 11%
3.0 Stack Hunter 2014 Toronto Unfunded - - - - - - 3.6M 2.2k - - 2M 47% - - -58 -3%
2.5 Runtime Error 2017 0.0 Unfunded - - - - 3 - - - - - - - - - - -
2.5 Incomings 2015 Greenfield Unfunded - - - - 3 - - - - - - - - - - -
2.3 Pulse.io 2011 San Mateo Acquired $3M - - - - - 10M 119 - - - - - - - -
2.0 Errlytics 2016 Mumbai Unfunded - - - - - - 1.3M 23 - - -1.2M -55% - - 6 29%
1.8 ErrorFeed 2016 Denver Unfunded - - - - 4 - 10M 2 - - - - - - -1 -41%

Market: Mobile
42
DevOps > Market Details > Market: Mobile

Market: Mobile
DevOps > Market Details > Market: Mobile

Market: Application Lifecycle Management
44
DevOps > Market Details > Market: Application Lifecycle Management

Market: Performance Monitoring
47
DevOps > Market Details > Market: Performance Monitoring

Market: Production Cloning
50
#5 Top Markets of Early Stage Investors
DevOps > Market Details > Market: Production Cloning

Market: Production Cloning
DevOps > Market Details > Market: Production Cloning
#5 Top Markets of Early Stage Investors

Public Companies
Contents
Feed Summary
Investment Trend
Market Details
Exit Outlook
Investors
News
Appendix
52
Notable Acquisitions
Top Acquirers
Acqui-hires

Notable Acquisitions (1/2)
54
Notable Acquisitions in DevOps
DevOps > Exit Outlook > Notable Acquisitions
2017 YTD
Acquirer: VMware
Apteligent (2011, San Francisco, $48.7M)
Mobile App Performance Management (mAPM)
2016
Acquirer: CA Technologies Deal: $100M
BlazeMeter (2011, Tel Aviv, $7.7M)
The Load Testing Cloud
2015
Acquirer: CA Technologies Deal: $480M

Notable Acquisitions (2/2)
55
Notable Acquisitions in DevOps
DevOps > Exit Outlook > Notable Acquisitions
Before 2008
Acquirer: IBM Deal: $2.1B
applications

Most Active Acquirers
56
DevOps > Exit Outlook > Most Active Acquirers

Date Target
Dec-10 Stax Networks Acq by CloudBees
Jun-09
Newmerix Acq by Beacon Application
Services
Feb-09 mValent Acq by Oracle
Jan-09 6th Sense Analytics Acq by Rally
Oct-08 Telelogic Acq by IBM
May-06 BuildForge Acq by IBM
Acqui-hires
57
List of Acqui-hires in DevOps
Excludes all details for Chinese companies
Date Target
Sep-17 Hansoft Acq by Perforce
Sep-17 Distelli Acq by Puppet
Jun-17 CloudMunch Acq by JFrog
Jun-17 Opbeat Acq by Elastic
Apr-17 Wercker Acq by Oracle
Apr-17
Grid Dynamics Acq by Automated
Systems (HK) Limited
Mar-17 Stelligent Acq by Hosting
Mar-17 Cloud Foundry Acq by Suse
Nov-16 Seapine Acq by Perforce
Oct-16 Redspread Acq by CoreOS
Aug-16 Calm Acq by Nutanix
Nov-15 Polarion Acq by Siemens
Nov-15 UShareSoft Acq by Fujitsu
Oct-15 Fastlane Acq by Twitter
Date Target
Oct-15 Ansible Acq by Red Hat
May-15 Pulse.io Acq by Google
Mar-15 Concurix Acq by StrongLoop
Dec-14 Distiller Acq by CircleCI
Oct-14 Koality Acq by Docker
May-14 Ship Acq by Electric Cloud
Dec-13 Lucierna Acq by SmartBear
Aug-13 Cisimple Acq by Appurify
Jul-13 Cloudsmith Acq by Puppet Labs
May-13 OneOps Acq by WalmartLabs
Apr-13 Nolio Acq by CA Technologies
Aug-12 VaraLogix Acq by BMC Software
Feb-12
Airbrake Acq by Exceptional Software
Strategies
Mar-11 Aldon Acq by Rocket Software
DevOps > Exit Outlook > Acqui-hires
View all 34 Acqui-hired companies on Tracxn Platform

Contents
Feed Summary
Investment Trend
Market Details
Exit Outlook
Investors
News
Appendix
58
Details on VC & PE Investors
Details on Top Ecosystem Players

DevOps > Investors > Index of Most Active VC & PE Investors
Index of Top Investors (VC, PE) by Stage in DevOps; Last 5 years (Dec 2012 - Nov 2017)
Index of Most Active VC & PE Investors
SEED STAGE
Seedcamp (2 Investments)
Madrona Venture Group
True Ventures
Amplify Partners
Accel Partners
Bloomberg Beta
Baseline Ventures
Harrison Metal
Resolute Ventures
Crosslink Capital
Vulcan Capital
Divergent Ventures
Founders' Co-op
First Round Capital
Glilot Capital Partners
EARLY STAGE
Menlo Ventures (3 Investments)
True Ventures (2 Investments)
KPCB (2 Investments)
Andreessen Horowitz (2 Investments)
Data Collective (2 Investments)
Scale Venture Partners
DFJ
Lightspeed Venture Partners
Accel Partners
Bloomberg Beta
Austin Ventures
Yaletown Partners
Next47
RRE Ventures
Designer Fund
LATE STAGE
Ignition Partners
DFJ
Battery Ventures
Citi Ventures
Amplify Partners
Millennium Technology Value Partners
Triangle Peak Partners
Blue Cloud Ventures
Verizon Ventures
InterWest Partners
Next47

Seedcamp
61
Portfolio in DevOps | Exits | Funds Link | Website | LinkedIn | Twitter
DevOps > Investors > Seedcamp
People
Investments
[Unicorn] TransferWise (2010, London, $397M, Series E)
International money transmitter based on currency swaps
[Soonicorn] Revolut (2014, London, $88.3M, Series B)
Cloud money app for currency exchange.
[Soonicorn] Wefox (2014, Berlin, $33.5M, Series A)
Insurance policy management platform
[Soonicorn] FinanceFox (2014, Zurich, $33.5M, Series A)
Personal insurance advisor
[Soonicorn] Property Partner (2014, London, $32.6M, Series
B)
Equity based crowdfunding platform for real estate investments
[Minicorn] Cymmetria (2014, Tel Aviv, $10.6M, Series A)
Honeypot based threat detection & deception solution
[Minicorn] Poq (2011, London, $9M, Series B)
App commerce platform that enable retailers to create customized
apps
[Minicorn] BridgeU (2013, London, $8.2M, Series A)
Data-driven admission counselling through predictive analytics
[Minicorn] Patients Know Best (2008, Cambridge, $8.1M,
Series B)
Patient Controlled EMR Solution
[Minicorn] Try.com (2012, San Francisco, $7.8M, Series A)
Try and buy for online fashion
[Minicorn] Elliptic (2014, London, $7M, Series A)
Bitcoin's blockchain intelligence & risk management company
[Minicorn] Codacy (2012, London, $6.7M, Series A)
Automated Code Review
[Minicorn] EDITED (2010, London, $6M, Series A)
Analytics platform for retailers
Other Notable Portfolio
Top Exits
Recent News on Fund & Portfolio
Reshma Sohoni
Co-Founder &
Managing Partner
Geographical Spread Stage of Entry
Sep 2017
Codeship Ranked Amongst Top 5 Continuous Integration
Vendors in Forrester Wave™ Report, Business Wire
Jul 2016
Codeship Secures $7 Million in Series A Funding, Business
Wire
May 2016
Atlassian launches Bitbucket Pipelines continuous
delivery service, killing Bamboo Cloud in January,
VentureBeat
Feb 2014
Speedy code shipper Codeship receives $2.6M,
VentureBeat
None
1 1
2012 2013 2014 2015 2016 2017
Follow On New Investments
-
-
-
-
2
Undisclosed
Series C+
Series B
Series A
Seed2
-
-
-
-
Europe

Madrona Venture Group
62
DevOps > Investors > Madrona Venture Group
People
Investments
[Unicorn] Redfin (2004, Seattle, $166M, Public)
National Real Estate Brokerage
[Soonicorn] Snowflake (2012, San Mateo, $210M, Series D)
MPP Database and offers as a Service
[Soonicorn] Accolade (2007, Plymouth Meeting, $163M, Series E)
Offers patient engagement solutions to self-insured employers
[Soonicorn] Rover (2011, Seattle, $156M, Series F)
Online Pet Sitting Marketplace
[Soonicorn] Branch (2014, Palo Alto, $113M, Series C)
Deep Linking for Mobile App growth & attribution
[Soonicorn] Getaround (2009, San Francisco, $86.3M, Series C)
Peer-to-peer carsharing marketplace
[Soonicorn] Wonder Workshop (2012, San Mateo, $78.3M,
Series C)
Dash and Dot, teaching basics of robotics to kids through play
[Soonicorn] Indochino (2006, Vancouver, $47.6M, Series C)
Custom Tailored Menswear
[Soonicorn] Animoto (2006, New York City, $30M, Series C)
Video Creation Tool.
[Soonicorn] Mighty AI (2014, Seattle, $27.3M, Series A)
Training Data as a Service for AI algorithms
[Soonicorn] Boomerang Commerce (2012, Bangalore,
$20.5M, Series B)
Omnichannel price tracking and price management
[Minicorn] Jama Software (2007, Portland, $33.4M, Series C)
Enterprise collaboration platform for product requirement and
delivery management.
[Minicorn] Booster (2014, Burlingame, $32.1M, Series B)
On-site gasoline and diesel delivery service provider
Top Exits
Tom Alberg
Co-Founder & MD
Nov 2017
Blueworx Partners with Skytap for Application
Modernization, PRWeb
Nov 2017
Amidst Major Growth, Skytap Announces New Cloud
Integrations and Hires Microsoft Executive, PR Newswire
Aug 2017
Skytap announces $45 mln series E led by Goldman Sachs,
Reuters
Jun 2017
Shippable Brings DevOps Elements Together into New-
Gen Server, eWEEK
Jun 2017
Skytap preps for IPO, cashes in on cloud migration,
Bizjournals
Jun 2017
Shippable Delivers a Continuous Integration Platform for
the Enterprise, The New Stack
Jun 2017
Apr 2017
Skytap Simplifies Application Modernization with New
Container Management Solution, PR Newswire
Dec 2014
Skytap Raises $35M For Its Cloud-Based Enterprise
Development And Testing Service, TechCrunch
None
3
11
2012 2013 2014 2015 2016 2017
-
-
-
1
1
Undisclosed
Series C+
Series B
Series A
Seed2
-
-
-
-
US

True Ventures
63
DevOps > Investors > True Ventures
People
Investments
[Soonicorn] Puppet Labs (2005, Portland, $85.5M, Series E)
DevOps Notable Portfolio
[Unicorn] Peloton Cycle (2012, New York City, $444M, Series E)
Online and App based on demand streaming of live bike fitness classes
[Unicorn] Automattic (2005, San Francisco, $191M, Series C)
The company behind Wordpress.com
[Soonicorn] Ring Labs (2012, Santa Monica, $204M, Series D)
Developer of video doorbell and monitoring camera
[Soonicorn] Zymergen (2013, Emeryville, $174M, Series B)
Combining synthetic biology, machine learning to engineer industry
relevant microbes to manufacture chemicals and new materials.
[Soonicorn] Namely (2012, New York City, $158M, Series D)
Cloud-based HR management tool
[Soonicorn] 3D Robotics (2009, Berkeley, $152M, Series D)
Develops both consumer and commercial drones & autopilot systems
[Soonicorn] TuneIn (2002, San Francisco, $97.5M, Series D)
Online broadcast radio channels aggregator
[Soonicorn] PayNearMe (2009, Sunnyvale, $89.6M, Series F)
Cash Transaction Network
[Soonicorn] Madison Reed (2013, San Francisco, $70M, Series
C)
Internet first brand for hair products
[Soonicorn] Urban Airship (2009, Portland, $67.6M, Series D)
Marketing Automation and Audience Engagement For Mobile Apps
[Soonicorn] TeachersPayTeachers (2006, New York City,
$64M, Series B)
Online marketplace for K-12 teaching content
Top Exits
Phil Black
Founder
Jon Callaghan
Founder
Jan 2016
Puppet Labs Secures $22 Million in Financing Amid Rapid
Growth, Puppet Labs
Dec 2015
Why we raised Venture Capital funding and what's next,
Gradle
Jun 2014
Puppet Labs Closes $40 Million Funding Round To Fuel
Rapid Expansion and Address Enterprise Demand for IT
Automation, Puppet Labs
Jan 2013
Puppet Labs Secures $30 Million Investment From
VMware, Puppet Labs
Nov 2011
Cisco, Google Ventures, VMware Put $8.5M In Data Center
Automation Startup Puppet Labs, TechCrunch
Jul 2010
PuppetLabs Raises $5M Series B Round from True
Ventures, Kleiner Perkins Caufield & Byers, and Radar
Partners – True Ventures, True Ventures
Jul 2010 Reductive Labs Series A, Puppet Labs
None
1
3
2012 2013 2014 2015 2016 2017
-
-
-
3
1
Undisclosed
Series C+
Series B
Series A
Seed4
-
-
-
-
US

Amplify Partners
64
DevOps > Investors > Amplify Partners

Accel Partners
65
DevOps > Investors > Accel Partners

Bloomberg Beta
66
DevOps > Investors > Bloomberg Beta

Baseline Ventures
67
DevOps > Investors > Baseline Ventures

Harrison Metal
68
DevOps > Investors > Harrison Metal

Resolute Ventures
69
DevOps > Investors > Resolute Ventures

Crosslink Capital
70
DevOps > Investors > Crosslink Capital

Vulcan Capital
71
DevOps > Investors > Vulcan Capital

Founders' Co-op
72
DevOps > Investors > Founders' Co-op

First Round Capital
73
DevOps > Investors > First Round Capital

Glilot Capital Partners
74
DevOps > Investors > Glilot Capital Partners

Menlo Ventures
75
DevOps > Investors > Menlo Ventures

True Ventures
76
DevOps > Investors > True Ventures

KPCB
77
DevOps > Investors > KPCB

Andreessen Horowitz
78
DevOps > Investors > Andreessen Horowitz

Data Collective
79
DevOps > Investors > Data Collective

80
DevOps > Investors > Scale Venture Partners

DFJ
81
DevOps > Investors > DFJ

Lightspeed Venture Partners
82
DevOps > Investors > Lightspeed Venture Partners

Accel Partners
83
DevOps > Investors > Accel Partners

Bloomberg Beta
84
DevOps > Investors > Bloomberg Beta

Austin Ventures
85
DevOps > Investors > Austin Ventures

Yaletown Partners
86
DevOps > Investors > Yaletown Partners

Next47
87
DevOps > Investors > Next47

RRE Ventures
88
DevOps > Investors > RRE Ventures

Designer Fund
89
DevOps > Investors > Designer Fund

90

Ignition Partners
91
DevOps > Investors > Ignition Partners

DFJ
92
DevOps > Investors > DFJ

93
DevOps > Investors > Insight Venture Partners

Battery Ventures
94
DevOps > Investors > Battery Ventures

Citi Ventures
95
DevOps > Investors > Citi Ventures

Amplify Partners
96
DevOps > Investors > Amplify Partners

97
DevOps > Investors > Hewlett Packard Pathfinder

Millennium Technology Value Partners
98
DevOps > Investors > Millennium Technology Value Partners

Triangle Peak Partners
99
DevOps > Investors > Triangle Peak Partners

Blue Cloud Ventures
100
DevOps > Investors > Blue Cloud Ventures

Verizon Ventures
101
DevOps > Investors > Verizon Ventures

InterWest Partners
102
DevOps > Investors > InterWest Partners

Next47
103
DevOps > Investors > Next47

104

DevOps > Investors > Index of Ecosystem Investors
Index of Top Ecosystem Investors in DevOps; Q3 2012 - Q3 2017
Index of Ecosystem Investors
INCUBATOR
Techstars (6 Investments)
Y Combinator (4 Investments)
AngelPad (3 Investments)
500 Startups (2 Investments)
Internet Initiatives Development Fund (2
Investments)
Archetype
Entrepreneurs Roundtable Accelerator
Digital Garage
Rockstart
OTHER NOTABLE INVESTORS
Goldman Sachs (2 Investments)
Accenture
Bain Capital
biglabs
Capstone Partners
IAngels
InCrowd Capital
K5 Ventures
LLR Partners
Red Gate Software
Shamrock Ventures, B.V.
Startupbootcamp
Tank Hill Ventures
VMware
DEBT INVESTORS
Silicon Valley Bank

Techstars
106
DevOps > Investors > Techstars
People
Investments
[Editor's Pick] Embrace.io (2016, Culver City, $2.5M, Seed)
Metrics related to the performance of an application from the end
user's perspective
DevOps Notable Portfolio
[Unicorn] Uber (2009, San Francisco, $10.7B, Series G)
Mobile app that connects passengers with vehicle drivers for hire
[Unicorn] Twilio (2007, San Francisco, $240M, Public)
Cloud Communications API provider
[Soonicorn] Remitly (2011, Seattle, $215M, Series D)
Cross-border money transfer using banking networks.
[Soonicorn] ClassPass (2011, New York City, $154M, Series C)
Membership programs for fitness classes across multiple gyms
[Soonicorn] DataRobot (2012, Boston, $125M, Series C)
Automated machine learning platform for data science applications
[Soonicorn] DigitalOcean (2011, New York City, $124M, Series
B)
SSD cloud hosting
[Soonicorn] Placester (2008, Cambridge, $101M, Series D)
Real Estate Marketing platform
[Soonicorn] Sphero (2010, Boulder, $95.5M, Series D)
Smartphone controlled robotic gaming toy for kids
[Soonicorn] PillPack (2013, Boston, $93.9M, Series D)
Periodic delivery of Medications - Subscription based
[Soonicorn] SendGrid (2009, Boulder, $80.5M, Series D)
Email delivery and analytics
[Soonicorn] Threat Stack (2012, Massachusetts, $72.2M, Series
C)
Continuous monitoring & security of workloads running in AWS
Top Exits
Brad Feld
Co-Founder
David Brown
Co-Founder and co-
CEO
David Cohen
Founder and co-CEO
Sep 2017
Codeship Ranked Amongst Top 5 Continuous Integration
Vendors in Forrester Wave™ Report, Business Wire
Jun 2017
Shippable Brings DevOps Elements Together into New-
Gen Server, eWEEK
Jun 2017
Shippable Delivers a Continuous Integration Platform for
the Enterprise, The New Stack
Jun 2017
May 2017
Embrace.io raises $2.5M to track mobile app
performance, Starter Incubator
Jul 2016
Codeship Secures $7 Million in Series A Funding, Business
Wire
May 2016
Atlassian launches Bitbucket Pipelines continuous
delivery service, killing Bamboo Cloud in January,
VentureBeat
Jun 2015
Barclays Accelerator Demo Day London 2015: Embracing
FinTech Disruption, Techstars
Nov 2014
Shippable Secures $8M Series A Funding to Containerize
and Democratize Continuous Integration and Delivery,
Shippable
None
2
1 1 1
2012 2013 2014 2015 2016 2017
1
-
-
-
5
Undisclosed
Series C+
Series B
Series A
Seed3
3
-
-
-
US
Europe

Y Combinator
107
DevOps > Investors > Y Combinator
People
Investments
[Unicorn] Airbnb (2008, San Francisco, $3.4B, Series F)
Marketplace for vacation rental accommodations
[Unicorn] Instacart (2012, San Francisco, $675M, Series D)
Marketplace for same-day grocery delivery
[Unicorn] Dropbox (2007, San Francisco, $607M, Series C)
Cloud-based file sharing and synchronization software
[Unicorn] Zenefits (2013, San Francisco, $584M, Series C)
SaaS HR Platform for SMBs
[Unicorn] Stripe (2010, San Francisco, $473M, Series D)
Web & Mobile Payments for Developers
[Unicorn] MZ (Machine Zone) (2008, Palo Alto, $263M, Series B)
Mobile game developer
[Unicorn] Docker (2008, San Francisco, $243M, Series E)
LXC based OS-level virtualization technology and PaaS
[Unicorn] Coinbase (2012, San Francisco, $217M, Series D)
Digital currency exchange & wallet provider
[Unicorn] Gusto (2011, San Francisco, $176M, Series C)
Cloud-based HRMS and payroll management solution
[Unicorn] Quora (2009, Mountain View, $141M, Series D)
Social Q&A community
[Soonicorn] LendUp (2012, San Francisco, $212M, Series C)
Payday loans direct lender
[Soonicorn] Flexport (2013, San Francisco, $204M, Series C)
Online freight forwarder
[Soonicorn] DoorDash (2013, Palo Alto, $187M, Series C)
On-demand food delivery marketplace
[Soonicorn] Memebox (2012, San Francisco, $160M, Series C)
Discover and shop Korean cosmetics
Top Exits
Michael Seibel
CEO
Jul 2017
Bitrise raises $3.2M A led by OpenOcean to attack the
complexity of building apps, TechCrunch
Aug 2016
The 48 startups that launched at Y Combinator S16 Demo
Day 2, TechCrunch
Mar 2016
All 60 startups that launched at Y Combinator Winter
2016 Demo Day 1, TechCrunch
Aug 2015
Y Combinator-backed Convox wants to make AWS as easy
as Heroku, VentureBeat
None
11
2
1
2012 2013 2014 2015 2016 2017
-
-
-
-
5
Undisclosed
Series C+
Series B
Series A
Seed3
1
1
-
-
US
Europe
Bahrain

AngelPad
108
DevOps > Investors > AngelPad
People
Investments
[Soonicorn] Postmates (2011, San Francisco, $280M, Series E)
On Demand Delivery through Mobile App
[Soonicorn] CoverHound (2010, San Francisco, $53M, Series C)
Insurance marketplace for comparing and purchasing insurance plans
[Soonicorn] Periscope Data (2012, San Francisco, $34.5M,
Series B)
Data integration and visualisation
[Soonicorn] Iterable (2013, San Francisco, $32.2M, Series B)
E-mail Marketing Automation and Analytics platform
[Minicorn] Kinnek (2012, New York City, $33M, Series B)
Online B2B Purchasing Platform for SMBs
[Minicorn] DroneDeploy (2013, San Francisco, $31M, Series B)
Smart multiple drone management platform
[Minicorn] UpCounsel (2012, San Francisco, $14M, Series A)
Online workplace for legal services
[Minicorn] Paintzen (2013, New York City, $12.1M, Series A)
Online platform to book painting services
[Minicorn] Human API (2013, Menlo Park, $6.7M, Series A)
API platform for health data integration
[Minicorn] Allay (2014, San Francisco, $3.5M, Seed)
HRMS for SMBs
[Minicorn] 8 TV (2015, San Francisco, $559k, Series A)
Video based product discovery platform
Top Exits
Thomas Korte
Founder
None
None
2
1
2012 2013 2014 2015 2016 2017
-
-
-
-
3
Undisclosed
Series C+
Series B
Series A
Seed3
-
-
-
-
US

500 Startups
109
DevOps > Investors > 500 Startups

Internet Initiatives Development Fund
110
DevOps > Investors > Internet Initiatives Development Fund

111
DevOps > Investors > Alchemist Accelerator

Entrepreneurs Roundtable Accelerator
112
DevOps > Investors > Entrepreneurs Roundtable Accelerator

Digital Garage
113
DevOps > Investors > Digital Garage

114
DevOps > Investors > Plug and Play Tech Center

Rockstart
115
DevOps > Investors > Rockstart

Goldman Sachs
116
DevOps > Investors > Goldman Sachs

Accenture
117
DevOps > Investors > Accenture

Bain Capital
118
DevOps > Investors > Bain Capital

Capstone Partners
119
DevOps > Investors > Capstone Partners

IAngels
120
DevOps > Investors > IAngels

LLR Partners
121
DevOps > Investors > LLR Partners

VMware
122
DevOps > Investors > VMware

Silicon Valley Bank
123
DevOps > Investors > Silicon Valley Bank

124
DevOps > Investors > Wellington Financial

Contents
Feed Summary
Investment Trend
Key Markets
Exit Outlook
Investors
News
Appendix
125
Recent News

Recent News (1/2)
127
DevOps > News > Recent News
Dec 2017
Rocket Software Named Ellucian “Growth Partner of the Year”,
Business Wire
Nov 2017
Chef Adopts Signal Sciences for Web Application Security at the
Speed of DevOps, Business Wire
Nov 2017
Nov 2017
Chef Announces New Compliance and Application Automation
Capabilities for AWS, Business Wire
Nov 2017
Tasktop Announces Automation and Value Stream Integration
Solution for Intland Software's codeBeamer ALM, DEVOPSdigest
Nov 2017
Blueworx Partners with Skytap for Application Modernization,
PRWeb
Nov 2017
CloudBees Announces Evangelina Vallez as Vice President of Human
Resources, Business Wire
Nov 2017
Amidst Major Growth, Skytap Announces New Cloud Integrations
and Hires Microsoft Executive, PR Newswire
Nov 2017 CYBRIC Announces Expansion of Partner Ecosystem, Citybizlist
Nov 2017
XebiaLabs Launches Industry-First DevOps KPI Solution, Business
Wire
Nov 2017
NodeSource and Sqreen Survey: Fewer Than a Quarter of Node.js
Developers Use Any Form of Real-Time Protection Against Attacks,
Business Wire
Nov 2017
Chef Recognized on Deloitte 2017 Technology Fast 500™ List,
Business Wire
Nov 2017
NodeSource survey reveals developers are slacking on security, SD
Times
Nov 2017
Dominica DeGrandis Joins Tasktop as Director of Digital
Transformation, Business Wire
Nov 2017
Rocket BlueZone Web puts host-based systems in the palm of an
employee’s hand, Latest Software Testing News
Oct 2017
AppDynamics founder Jyoti Bansal launches his new start-up with
Apple vet, CNBC
Oct 2017
Harness Launches with $20 Million Series A to Simplify Continuous
Delivery Using Artificial, PR Newswire
Oct 2017
Oct 2017
Electric Cloud Appoints Carmine Napolitano as Next CEO, PR
Newswire
Oct 2017 Quali Wins Layer123 Network Transformation Award, PR Newswire
Oct 2017
UShareSoft, a Fujitsu Company, Announces UForge AppCenter 3.7.7,
Improving Software Governance for Docker and DevOps, PR
Newswire
Oct 2017
Sonatype Bolsters Executive Team, Adds Former IBM Cloud General
Manager, Business Wire

Recent News (2/2)
128
DevOps > News > Recent News
Oct 2017
Sonatype Names Bill Karpovich as SVP of Strategy and Corporate
Development, Citybizlist
Oct 2017
Cloud Foundry launches single marketplace for the entire
ecosystem, DatacenterDynamics
Oct 2017
Cloud Foundry gets new software container toolkit codeveloped by
Google, SiliconAngle
Oct 2017
Chef’s Habitat Builder Delivers Cloud Native Operations for
Containerized Applications, Business Wire
Oct 2017
XebiaLabs Again Named a Leader in the Gartner Magic Quadrant for
Application Release Automation (ARA), Business Wire
Oct 2017 Compuware Supports CloudBees Jenkins Enterprise, DEVOPSdigest
Oct 2017
Electric Cloud Positioned the Highest for Execution in Gartner's
Application Release Automation Magic Quadrant for Second Year in
a Row, PR Newswire
Sep 2017
XebiaLabs Fuels Record Growth with Scalable DevOps for Financial
Services, Business Wire
Sep 2017
Codeship Ranked Amongst Top 5 Continuous Integration Vendors
in Forrester Wave™ Report, Business Wire
Sep 2017 appOrbit Partners With Google Cloud Platform, DEVOPSdigest
Sep 2017
Perforce Adds Enterprise Agile Planning Tool With Latest
Acquisition of Hansoft, PR Newswire
Sep 2017 Bill Bock Joins Tasktop’s Board of Directors, Business Wire
Sep 2017
Puppet Acquires Distelli to Fuel the New Age of Automation Across
the Software Delivery Lifecycle, Marketwired
Sep 2017
Basis Technologies Reinvents Testing in SAP Environments with
Testimony and Robotic Test Automation, Business Wire
Sep 2017
American Airlines Joins Cloud Foundry Foundation as Gold Member,
PR Newswire
Sep 2017
Netlify Grows from SSG to CMS — and Launches a Microservices
Gateway, The New Stack
Sep 2017
Tasktop Announces GitLab Issues Connector, Enabling Effective
DevOps at Scale, Business Wire
Sep 2017
Cloud Foundry Announces New Keynotes at 2017 Europe Summit,
PR Newswire
Aug 2017
Electric Cloud Named a 'Leader' in Continuous Delivery Release
Automation by a Leading Independent Research Firm, PR Newswire
Aug 2017
Quali Wins Best of VMworld 2017 Finalist Award Two Years in a
Row, PR Newswire
Aug 2017
New CloudBees Jenkins Advisor Service Actively Analyzes Any
Jenkins Environment and Advises with Expert Feedback, Business
Wire
Aug 2017
CloudBees Introduces a New User Experience for Teams Using
Jenkins to Accelerate Continuous Delivery, Business Wire

Contents
Feed Summary
Investment Trend
Key Markets
Exit Outlook
Investors
News
Appendix
129
Explore more on Tracxn Platform
Index of Top companies by Market
Funded Deadpooled Companies

Explore more on Tracxn Platform
131
Companies
Companies Covered
Unicorns
Public Companies
Acquired Companies
Funded Companies
Investment Trends
Recent Investments
Mega Investments
Investment Trend
Markets
BlueBox
Taxonomy
News
Key News
Recent News
Company Stage
Angel Funded
Seed Funded
Early Stage (Series A/B)
Late Stage (Series C+)
Acqui-hires
DeadPooled
Investors Acquirers
Unicorn Investors
Most Active VC &PE Investors
Portfolio of Top Investor
Most Active Acquirer
DevOps > Appendix > Explore Sector on Tracxn Platform

Index of IPOs, Acquisitions, Unicorns, Soonicorns, Minicorns and Editor Picks in DevOps
Index of Top companies by Market (1/3)
132
DevOps > Appendix > Index of Top companies by Market
Stage: Acquired
Meritech Capital Partners, Greylock Partners,
Square 1 Bank and 6 Other Investors
Soonicorn. Stage: Series D
Goldman Sachs, New Enterprise Associates, Accel
VersionOne (2002, Alpharetta, $26.5M)
Agile Project Management Software
Minicorn. Stage: Series B
LLR Partners, OpenView
applications
Unicorn. Stage: Acquired
Highland Capital Partners
Hewlett Packard Enterprise (1939, Palo
Alto)
Application Life-cycle management software
IPO Date - Mcap -
IPO Mcap -
- - P/E -
Performance Monitoring
Apteligent (2011, San Francisco, $48.7M)
Mobile App Performance Management (mAPM)
Stage: Acquired
Scale Venture Partners, VMware, InterWest
Embrace.io (2016, Culver City, $2.5M)
Metrics related to the performance of an
application from the end user's perspective
Editor's Pick. Stage: Seed
Eniac Ventures, Techstars, BoxGroup and 4 Other
Investors

133
Continuous Delivery
workflows
Accel Partners
Applariat (2016, Irvine)
Platform for enabling the continuous delivery of
containerized applications
Editor's Pick. Stage: Funded
Miramar Digital Ventures, March Capital Partners
Security
Cybric (2015, Boston, $6.3M)
Virtualization based vulnerability identification &
remediation in enterprise
Minicorn. Stage: Seed
Petrillo Capital, Capstone Partners
Continuous Testing
Continuous Testing
SeaLights (2015, Kfar Saba, $11M)
Cloud-based continuous testing platform
TLV Partners, Blumberg Capital

134
Infrastructure as a Code
Silicon Valley Bank, Triangle Peak Partners,
VMware and 5 Other Investors
Infrastructure automation platform for applications
Millennium Technology Value Partners, Battery
Ventures, Ignition Partners and 6 Other Investors
Gruntwork (2016, Phoenix)
Pre-configured infrastructure packages
Editor's Pick. Stage: Unfunded

Funded Deadpooled Companies
135
Excludes all details for Chinese companies
DevOps > Appendix > Funded Deadpooled Companies
View all 6 Deadpooled companies on Tracxn Platform
Funding Company Location
$2M AnovaStorm Austin
$200k Qbaka Saint Petersburg
Rubysophic Moraga
Bushido Manama
Index of Deadpooled companies in DevOps

Team
136
Abhijit Pradhan
Senior Analyst
Dheeraj Motoori
Lead Analyst
For research queries write to us at myanalyst@tracxn.com

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