Tracxn - Big Data Analytics Startup Landscape

Copyright © 2019, Tracxn Technologies Private Limited. All rights reserved.Feed Report - Big Data Analytics - May 2019
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 May 21, 2019.
Big Data Analytics Feed Summary
4
Big Data Analytics > Feed Summary
Process of examining large data sets containing a variety of data types to uncover hidden patterns, unknown
correlations, market trends, customer preferences and other useful business information.
• Inclusions: Companies which provide Big Data based
horizontal industry solutions for data discovery, data
preparation, data science and advanced predictive
analytics.
• Exclusions: Services and consultancies using tech
products of other companies for enabling its data analytics
offerings.
• Excludes funding information of Chinese companies
Feed in Numbers
Overview
$17.1B
Funding
52
Mega
Companies
7821617
FundedCovered on
Tracxn
11
Unicorns
85
Soonicorns
91
Minicorns
23
IPO’d Cos
385
Late Stage Cos
125
183
Acquisitions
155
DeadPooled
2
Acquihired
Series A+ Cos
Verint
(1994, Melville)
SAS
(1976, Cary)
Splunk
(2003, San Francisco, $40M)
Top Companies

Investment Trend Summary
Summary of Funding Activity in Big Data Analytics
5
$200M - Series D
Fractal Analytics (2000, San Mateo, $325M)
$103M - Series E
Looker (2011, Santa Cruz, $280M)
$145M - Series D
ThoughtSpot (2012, Palo Alto, $306M)
$101M - Series C
Dataiku (2013, New York City, $147M)
$125M - Series E
Trax (2010, Tel Aviv, $290M)
$100M - Series E
Collibra (2008, Brussels, $281M)
$117M - Series D
Uptake (2014, Palo Alto, $252M)
$100M - Series D
Samsara (2015, San Francisco, $230M)
$110M - Series G
Sumo Logic (2010, Redwood City, $346M)
$100M - Series D
DataRobot (2012, Boston, $225M)
Top Geos of InvestmentEntrepreneurial Activity Global Funding Trend
*YTD *YTD
Big Data Analytics > Feed Summary > Investment Trend Summary
Seed
Accel (#3), Flybridge Capital Partners (#3), New Enterprise
Associates (#2)
Series A/B
Intel Capital (#10), New Enterprise Associates (#8), General
Catalyst Partners (#6)
Series C+ Sapphire Ventures (#4), In-Q-Tel(#4), Battery Ventures (#3)
Incubators Plug and Play Tech Center (#41), Techstars (#15), 500 Startups
(#11)
Other Notable
Investors
TriplePoint Capital (#8), Salesforce (#7), GE Ventures (#6)
Debt Investors
Western Technology Investment (#11), Silicon Valley Bank (#6),
Ares Capital Corporation(#4)
Most Active InvestorsRecent Investments
188
216
138
54
12
2014 2015 2016 2017 2018 2019*
Y-o-Y # of Companies Founded 175 219 196 181 143 42
$13.5B
$1.3B
$1.3B
$330M
$303M
US
Israel
Europe
India
Canada
$ Funding
$981M
$1.9B
$3.6B
$1.9B $2.B
$2.7B
$2.4B
101
2014 2015 2016 2017 2018 2019*
$ Funding # Rounds

Summary of exit outlook in Big Data Analytics
Exit Outlook Summary
66
Most Active AcquirersTop Investors in Exits
Sapphire Ventures 6
Accel 5
Celonis (2011, Munich, $77.5M)
In-Q-Tel 4
Palantir Technologies (2004, Palo Alto, $2.3B)
ThreatMetrix (2005, San Jose, $84.5M)
Goldman Sachs 4
Predictive Technologies (1999, Arlington,
$154M)
Battery Ventures 4
Jul 2018 Datorama Acq by Salesforce for $850M
Jan 2018 ThreatMetrix Acq by RELX Group for $821M
Jul 2017 Syncsort Acq by Centerbridge Partners for $1.3B
Jun 2016 QlikTech Acq by Thoma Bravo for $3B
Oct 2011 Endeca Acq by Oracle for $900M
Sep 2009 Omniture Acq by Adobe for $1.8B
Jul 2009 SPSS Acq by IBM for $1.2B
Big Data Analytics > Feed Summary > Exit Outlook Summary
Oracle 4
Endeca (Oct 2011, $900M), Sunopsis (Oct 2006), TripleHop
Technologies (Jun 2005)
Apple 4
Lattice (May 2017, $200M), Turi (Aug 2016, $200M), Tuplejump
(Sep 2016)
TIBCO 4
LogLogic (Apr 2012, $130M), Talarian (Jan 2002, $115M),
Alpine Data Labs (Nov 2017)
IBM 3
SPSS (Jul 2009, $1.2B), Vivisimo (May 2012), Iris Analytics (Jan
2016)
Meltwater 3
Encore Alert (Mar 2016), Sysomos (Apr 2018), DataSift (Jan
2018)
Recent IPOs Top Acquisitions
Tableau May 2013
BI Analytics solutions
IPO MCap: -
Fusionex Dec 2012
Business Intelligence, Analytics and Big…
IPO MCap: $104M
Splunk Apr 2012
Operational data analytics for security a…
IPO MCap: $1.6B
QlikTech Jul 2010
Self-service data visualization and guide…
IPO MCap: -
Alteryx Mar 2017
SaaS Analytics Business Suite
IPO MCap: $822M
Talend Jul 2016
Open source data integration and data man…
IPO MCap: $503M
Isentia May 2014
Media Monitoring and Analysis Tool.
IPO MCap: $379M
Expert System Jan 2014
Business intelligence and knowledge manag…
IPO MCap: -

Copyright © 2019, Tracxn Technologies Private Limited. All rights reserved.
FACTSHEET
Funding data excludes Debt, Grants & Post-IPO rounds.
Excludes all details for Chinese companies.
Feed Report - Big Data Analytics - May 2019
Marketmap: Big Data Analytics
VERTICAL SOLUTIONS
ADVANCED ANALYTICSDATA DISCOVERY & VISUALIZATION
DISCOVERY
VISUAL ANALYTICS
DATA PREPARATION
PREPARATION
INTEGRATION
CATALOGING & METADATA
IMAGE & VIDEO
TEXT
SPEECH
SUITEDATA SCIENCE PLATFORM
ENTERPRISE
INDUSTRY
SALES & MARKETING
BFSI
Overview
Companies 1617
Funded 782 Series A+ 385
Funding $17.1B Last 2 yrs $4.9B
Most Active Investors
Seed Accel (3)
Series A/B Intel Capital (10)
Series C+ Sapphire Ventures (4)
Others TriplePoint Capital (8)
Incubators Plug and Play Tech Center (41)
Top Cities
Bay Area 229 Cos $9.1B
Tel Aviv 30 Cos $832M
Feed in Numbers
Unicorns 11 Soonicorns 85
Minicorns 91 Editor Picks 288
Acquihired 2 Deadpooled 155
Top Companies
Splunk (2003, San Francisco, $40M)
Verint (1994, Melville)
SAS (1976, Cary)
Exits
IPOs 23 Splunk, Alteryx
Acquisitions 183 QlikTech, Omniture
Top Acquirers Oracle, Apple
Big Data Analytics > Feed Summary > BlueBox
7

Key Sub Sectors in Big Data Analytics Sector
Summary of Key Markets
8
Top Markets of Investment Activity
# Cos on
Platform
Last 2 Years
$ Invested # Round
Suite >
Data Science Platform 107 $755M 27
Industry Solutions >
Multi-Industry 77 $286M 19
Industry Solutions > BFSI >
Fraud Prevention 22 $316M 14
Industry Solutions > Heavy Industries >
Predictive 28 $413M 12
Enterprise Solutions > Sales & Marketing >
Marketing >
Horizontal
35 $204M 13
Data Discovery & Visualization >
Visual Analytics 41 $207M 10
Data Preparation >
Data Integration 62 $187M 12
Enterprise Solutions > Sales & Marketing >
Marketing >
Social Media Analytics
210 $100M 13
Data Discovery & Visualization > Discovery
>
Knowledge Platform
22 $362M 7
Industry Solutions >
Real Estate 16 $77.7M 13
Sub Sectors
# Cos
Tracked
#
Funded
Total
Funding
Industry Solutions
Companies that provide big data analytics solutions
for specific industry verticals
498 268 $6.8B
Suite
Companies that provide solutions for end-to-end big
data analytics requirements such...
202 106 $2.9B
Enterprise Solutions
Companies that provide big data analytics solutions
for specific enterprise functions...
452 210 $2.9B
Data Discovery & Visualization
Companies that offer software solutions to explore and
visualize distributed data by...
140 69 $2.7B
Data Preparation
Companies that provide software solutions to help
with big data preparation functions...
107 50 $1.4B
Data Analytics
Companies that provide advanced analytics for
analyzing images, videos, speech, and text...
215 78 $317M
Big Data Analytics > Feed Summary > Summary of Key Markets

List of Notable Companies in Big Data Analytics
Notable Companies in the Sector (1/2)
9
Note: *(Founded Year, Location, Total Funding)
Big Data Analytics > Feed Summary > Notable Companies in the Sector
Public
Splunk
(2003, San Francisco, $40M)*
Alteryx
(2010, Irvine, $163M)
Talend
(2006, Redwood City, $102M)
MicroStrategy
(1989, Vienna)
Isentia
(1982, Sydney)
Fusionex
(2006, Kuala Lumpur)
Engagement Labs
(2008, Montreal)
Tableau
(2003, Seattle, $15M)
Datametrex
(2016, Toronto)
FICO
(1956, San Jose)
Public
Verint
(1994, Melville)
Expert System
(2000, Modena)
Stilo
(1999, Swindon)
PiLab
(2010, Wroclaw)
AnalytixInsight
(2010, New York City)
RADCOM
(1991, Tel Aviv)
Acquired
QlikTech
(1993, Radnor, $12.5M)
Omniture
(1996, Orem, $65M)
Syncsort
(1968, Woodcliff Lake)
SPSS
(1968, Chicago)
Endeca
(1999, Cambridge, $76.2M)
Datorama
(2012, Tel Aviv, $50.8M)
ThreatMetrix
(2005, San Jose, $84.5M)
Predictive Technologies
(1999, Arlington, $154M)
Treasure Data
(2011, Mountain View, $55.2M)
Attunity
(1988, Kfar Saba)
Acquired
1010data
(2000, New York City, $35M)
MarketShare
(2005, Los Angeles, $94.5M)
Actuate
(1993, San Mateo)
Guavus
(2006, San Mateo, $137M)
Turi
(2013, Seattle, $25.3M)
Lattice
(2015, Menlo Park, $20M)
SHYFT Analytics
(2005, Waltham, $39M)
Datawatch
(1985, Chelmsford)
Recommind
Accertify
(2007, Itasca, $7.1M)
Acquired
LogLogic
(2002, San Jose, $8.8M)
Simility
(2014, Palo Alto, $25M)
Talarian
(1992, Palo Alto)
Trillium Software
(1994, Burlington)
Ververica
(2014, Berlin, $7.4M)
Kepware
(1995, Portland, $500k)

List of Notable Companies in Big Data Analytics
Notable Companies in the Sector (2/2)
10
Big Data Analytics > Feed Summary > Notable Companies in the Sector
Unicorns
Palantir Technologies
(2004, Palo Alto, $2.3B)
Sumo Logic
Collibra
(2008, Brussels, $281M)
Looker
(2011, Santa Cruz, $280M)
Uptake
(2014, Palo Alto, $252M)
Samsara
C3 IoT
Celonis
(2011, Munich, $77.5M)
Deadpooled
Bitstew Systems(2005,
Burnaby, $22.5M)
Click Stream Edge (2005,
Boston, $1.1M)

List of Notable Companies by Market in Big Data Analytics
Notable Companies by Market (1/16)
12
Big Data Analytics > Feed Summary > Notable Companies by Market
Suite
End to End Analytics Platform
Predictive and advanced Big Data analytics
Soonicorn. Stage: Series D
Apax Partners, Khazanah, Aimia and 4 Other
Investors
Alteryx (2010, Irvine, $163M)
SaaS Analytics Business Suite
Soonicorn. Stage: Public
Iconiq Capital, Insight Venture Partners, Meritech
Capital Partners and 3 Other Investors
Guavus (2006, San Mateo, $137M)
Big data analytics for CSPs
Soonicorn. Stage: Acquired
Investor Growth Capital, Questmark Partners,
Artiman Ventures and 5 Other Investors
Opera Solutions (2004, Jersey City, $122M)
Customer Data Analytics for Enterprise applications
Soonicorn. Stage: Series C
Wipro, Enlightenment Capital, Silver Lake and 6
Other Investors
Datameer (2009, San Mateo, $100M)
Big Data Analytics Platform on Hadoop
Soonicorn. Stage: Series E
Software AG, Redpoint Ventures, Next World
Capital and 5 Other Investors
Wso2 (2005, Mountain View, $40.5M)
Lean enterprise middleware vendor
Pacific Controls, Toba Capital, Intel Capital and 2
Other Investors
Keen (2011, San Francisco, $30M)
Cloud-based platform for developers to build
custom and white-label analytics for web, mobile
and IOT applications
Pelion Venture Partners, Sequoia Capital, Rincon
Venture Partners and 14 Other Investors
Ververica (2014, Berlin, $7.4M)
Data streaming analytics platform
Editor's Pick. Stage: Acquired
Fusionex (2006, Kuala Lumpur)
Business Intelligence, Analytics and Big Data
Specialist
Stage: Public
Herald Investment Management, Singapore Luxury
Investment Group
MicroStrategy (1989, Vienna)
Business Intelligence (BI) software
Stage: Public
Click Stream Edge (2005, Boston, $1.1M)
Predictive search engine
Stage: Deadpooled

13
Suite
Data Science Platform
Automated machine learning platform for data
science applications
Sapphire Ventures, Meritech Capital Partners, New
Enterprise Associates and 16 Other Investors
Sisense (2004, Tel Aviv, $200M)
BI Solution
Insight Venture Partners, Zack Urlocker, Battery
Ventures and 7 Other Investors
C3 IoT (2009, Redwood City, $170M)
Big data platforms deployment solutions for
multiple industries
Unicorn. Stage: Series C
TPG, Breyer Capital, Sutter Hill Ventures and 3
Other Investors
End to end machine learning based data science
platform
Iconiq Capital, Alven, Battery Ventures and 3 Other
Investors
Petuum (2016, Pittsburgh, $108M)
Distributed machine learning framework
Soonicorn. Stage: Series B
Advantech Capital, SoftBank Group, Tencent and 3
Other Investors
Ayasdi (2008, Palo Alto, $97.6M)
Machine Learning Intelligence Plaform for
Industries
IVP, Khosla Ventures, Floodgate Fund and 7 Other
Investors
Domino Data Lab (2013, San Francisco,
$81.2M)
Data Science platform
Sequoia Capital, Coatue, Zetta Venture Partners and
2 Other Investors
Dremio (2015, Mountain View, $45M)
Product based on Apache Drill
Cisco Investments, Norwest Venture Partners,
Lightspeed Venture Partners and 1 Other Investors
Continuum (2011, Austin, $41.8M)
Interactive Data Analytics and Visualization
Silicon Valley Bank, General Catalyst Partners,
BuildGroup and 2 Other Investors

14
Suite
Turi (2013, Seattle, $25.3M)
Machine learning platforms for developers to build
intelligent applications for Big data analytics.
Vulcan Capital, New Enterprise Associates,
Madrona Venture Group and 1 Other Investors
Skytree (2012, San Jose, $19.1M)
The Machine Learning platform provider for
enterprises
Soonicorn. Stage: Series A
In-Q-Tel, U.S Venture Partners, Javelin Venture
Partners and 4 Other Investors
Data Preparation
Full Stack
Trifacta (2012, San Francisco, $124M)
Self-service data preparation software
Google, Ericsson, Deutsche Borse Group and 12
Other Investors
Tamr (2012, Cambridge, $75M)
Automated data cleaning and curation
Pear Tree Funds, Granite Hill Capital Partners,
Fenox Venture Capital and 11 Other Investors
Paxata (2012, Redwood City, $61M)
Adaptive Data Preparation platform
Accenture, Intel Capital, Cisco Investments and 12
Other Investors
Full Stack
Lattice (2015, Menlo Park, $20M)
Data preparation platform for unstructured dark
data
Minicorn. Stage: Acquired
Madrona Venture Group, GV, In-Q-Tel and 1 Other
Investors

15
Data Preparation
Data Cleansing
Stilo (1999, Swindon)
Automated content conversion and migration
Stage: Public
Data Cataloging & Metadata Management
Data Governance solutions
Unicorn. Stage: Series E
Iconiq Capital, Index Ventures, Dawn Capital and 4
Other Investors
Alation (2012, Redwood City, $82M)
Data cataloging platform
Sapphire Ventures, Costanoa Venture, Data
Collective and 10 Other Investors
Trillium Software (1994, Burlington)
Data Quality management software
Stage: Acquired
Data Integration
SnapLogic (2006, San Mateo, $184M)
iPaaS for enterprise applications
Soonicorn. Stage: Series F
Ignition Partners, Resource One Credit Union,
Vitruvian Partners and 13 Other Investors
MemSQL (2011, San Francisco, $110M)
In-Memory NewSQL Database
GV, Glynn Capital, Accel and 17 Other Investors
Talend (2006, Redwood City, $102M)
Open source data integration and data management
tools
Bpifrance, Iris Capital, Silver Lake and 3 Other
Investors
Treasure Data (2011, Mountain View, $55.2M)
Cloud Data Service
INCJ, Scale Venture Partners, Sierra Ventures and 5
Other Investors

16
Data Preparation
Data Integration
RapidMiner (2006, Cambridge, $36M)
Predictive analytics on open stack
Ascent Venture Partners, Earlybird Venture Capital,
Longworth Venture Partners and 4 Other Investors
Cleo (1976, Rockford, $31M)
Enterprise Integration Software Solutions
New Enterprise Associates, Marissa Mayer, Jeff
Weiner and 9 Other Investors
Syncsort (1968, Woodcliff Lake)
Big Data Integration
Bessemer Venture Partners, AlpInvest Partners,
Windcrest Partners and 4 Other Investors
Attunity (1988, Kfar Saba)
Big Data Management Solutions
Viola Group, Herald Investment Management, Quan
Fund and 1 Other Investors
Data Integration
Datawatch (1985, Chelmsford)
Data Preparation And Visualization
Stage: Acquired
Talarian (1992, Palo Alto)
Real-time infrastructure and message oriented
middleware
Stage: Acquired
Avalon Ventures
Discovery
Provides AI-enabled search-driven analytics
platform for enterprises
Lightspeed Venture Partners, Khosla Ventures,
General Catalyst Partners and 8 Other Investors
Coveo (2005, Quebec City, $170M)
Knowledgebase management through big data
analytics and enterprise search
IQ Venture Advisors, Tandem Expansion Fund, BDC
and 5 Other Investors
Birst (2004, San Francisco, $156M)
SaaS Business Intelligence Reporting Platform
Northgate Capital, Sequoia Capital, DAG Ventures

17
Discovery
Lucidworks (2007, Redwood City, $111M)
Search platform based on Apache Lucene and Solr
Technologies
Top Tier Capital Partners, Silver Lake, Shasta
Elastic (2012, Mountain View, $104M)
Open source search and analytics platform
Index Ventures, New Enterprise Associates,
Benchmark and 3 Other Investors
Attivio (2007, Newton, $102M)
Data discovery, integration and enterprise search
Oak Investment Partners, Tenth Avenue Holdings
Endeca (1999, Cambridge, $76.2M)
Big Data Analytics, Web Commerce and BI Solutions
Stage: Acquired
Sapphire Ventures, Intel Capital, Bessemer Venture
Discovery
1010data (2000, New York City, $35M)
Cloud - Big Data Analytics
Stage: Acquired
Norwest Venture Partners, Founders Guild
Entefy (2012, Palo Alto, $19.8M)
AI platform for building machine learning models
Annex Ventures
Expert System (2000, Modena)
Business intelligence and knowledge management
provider
Stage: Public
INDACO, IMI Fondi Chiusi
PiLab (2010, Wroclaw)
Data analysis platform with data modeling
Stage: Public
New Europe Ventures
Visual Analytics
Domo (2010, American Fork, $730M)
Cloud-based business intelligence solutions
BlackRock, Credit Suisse, Glynn Capital and 25
Other Investors
Data integration and visualization solutions
provider
Unicorn. Stage: Series E
Premji Invest, CapitalG, Kleiner Perkins and 11
Other Investors
Zoomdata (2012, Reston, $47.2M)
Visual Analytics for big data
In-Q-Tel, Goldman Sachs, Comcast Ventures and 11
Other Investors

18
Visual Analytics
Tableau (2003, Seattle, $15M)
BI Analytics solutions
Stage: Public
New Enterprise Associates, Meritech Capital
Partners
QlikTech (1993, Radnor, $12.5M)
Self-service data visualization and guided analytics
Unicorn. Stage: Acquired
CPP Investment Board, Accel, Jerusalem Venture
Data Analytics
Speech Analytics
Cogito Corporation (2007, Boston, $71.6M)
Mood analysis tool to improve health, sales and
service performance
Hearst, Battery Ventures, Goldman Sachs
Investment Partners and 7 Other Investors
CallMiner (2002, Fort Myers, $62.8M)
Conversational Analytics Software Solutions
NewSpring Capital, Sigma Partners, Intersouth
Image & Video Analytics
Clarifai (2013, New York City, $41.3M)
Deep learning based image & video recognition API
provider
Menlo Ventures, Union Square Ventures, Lux

19
Data Analytics
Statistical Computing
SPSS (1968, Chicago)
Predictive Analytics Software
Stage: Acquired
Norwest Venture Partners
Industry Solutions
Multi-Industry
Palantir Technologies (2004, Palo Alto, $2.3B)
Intelligence products to Augment Human Driven
Analysis
Unicorn. Stage: Series I
Morgan Stanley, San Francisco Sentry, In-Q-Tel and
57 Other Investors
Predictive Technologies (1999, Arlington,
$154M)
Cloud based cause & effect analytics software
Stage: Acquired
Goldman Sachs, Accel-KKR, Adams Street Partners
Sift Science (2011, San Francisco, $107M)
Machine learning optimized fraud detection
Stripes Group, Insight Venture Partners, Spark
Multi-Industry
Forter (2013, Tel Aviv, $100M)
Identity & behavioral analytics based financial
fraud detection
March Capital Partners, Sequoia Capital, New
Enterprise Associates and 8 Other Investors
ThreatMetrix (2005, San Jose, $84.5M)
Fraud prevention & context based authentication
solution
Silicon Valley Bank, Adams Street Partners, August
Software to analyze business optimization
Unicorn. Stage: Series B
Accel, 83North, Cross Continental Ventures

20
Industry Solutions
Multi-Industry
Signals Analytics (2009, New York City, $50M)
Decision analytics for intelligence & insights
Pitango Venture Capital, Sequoia Capital, Qumra
Simility (2014, Palo Alto, $25M)
Intelligence Augmentation based fraud detection
Accel, PayPal, The Valley Fund and 3 Other
Investors
Verint (1994, Melville)
Cyber intelligence and customer engagement
optimization solution for organization
FICO (1956, San Jose)
Predictive analytics and market segmentation tools
provider
Editor's Pick. Stage: Public
Multi-Industry
Actuate (1993, San Mateo)
Open Source BI embedded Analytics Platform
Stage: Acquired
Mohr Davidow Ventures, Accel
BFSI
Shift Technology (2014, Paris, $100M)
Fraud detection and claim processing solutions for
insurers
Bessemer Venture Partners, Accel, General Catalyst
Featurespace (2005, Cambridge, $70.5M)
Analytics-based solutions for fraud and risk
management
Soonicorn. Stage: Series F
Insight Venture Partners, MissionOG, Invoke Capital
Socure (2012, New York City, $63.7M)
Identity Fraud Detection
Scale Venture Partners, Commerce Ventures, Flint

21
Industry Solutions
BFSI
Guardian Analytics (2005, Mountain View,
$61.3M)
Behavioral analytics based online fraud prevention
solution
Split Rock Partners, Foundation Capital, Sutter Hill
Verafin (2003, Newfoundland, $60M)
Fraud detection, compliance & anti-money
laundering solutions
Spectrum Equity, RBC Ventures, HarbourVest
ZestFinance (2009, Los Angeles, $54M)
Machine Learning technologies to give lenders a
better understanding of risk
Baidu, Fortress Investment, Eastward Capital
BFSI
Chainalysis (2014, Manhattan, $53.6M)
Blockchain based payment fraud prevention &
compliance solutions
Mitsubishi UFJ Financial Group, Sozo Ventures,
Accel and 8 Other Investors
AlphaSense (2008, San Francisco, $38.9M)
Web-based Financial and Company Search Engine
Tribeca Venture Partners, Triangle Peak Partners,
Vendep Capital
AnalytixInsight (2010, New York City)
Big data analytics platform for financial institutions
Stage: Public
Retail
Image recognition software
Boyu Capital, Warburg Pincus, Investec and 3 Other
Investors
Signifyd (2011, Palo Alto, $206M)
Fraud prevention & payment validation for online
retailers
Bain Capital Ventures, Menlo Ventures, IA Ventures
RetailNext (2007, San Jose, $190M)
Real-time in-store analytics using WiFi and
Bluetooth sensors
EDBI, August Capital, Commerce Ventures and 12
Other Investors

22
Industry Solutions
Retail
ManthanRetail (2004, Bangalore, $104M)
Retail and CPG analytics solution
InnoVen Capital, Claymore Investments, Norwest
Venture Partners and 6 Other Investors
Kount (2007, Boise, $80M)
Fraud prevention for online CNP transaction
CVC Capital Partners
Riskified (2012, Tel Aviv, $64M)
Machine learning based payment fraud prevention
solution
Pitango Venture Capital, Capital One Growth
Ventures, C4 Ventures and 10 Other Investors
Euclid Analytics (2010, Palo Alto, $43.6M)
Analytics for offline retail
Cox Enterprises, Benchmark, New Enterprise
Associates and 7 Other Investors
Retail
Feedvisor (2011, Tel Aviv, $32.7M)
Algorithmic Repricing Platform
General Catalyst Partners, Square Peg Capital, JAL
Celect (2013, Boston, $30.1M)
Cloud-based predictive analytics platform for
retailers
NGP Capital, Fung Capital USA, Activant Capital and
3 Other Investors
Accertify (2007, Itasca, $7.1M)
Fraud prevention tools for merchants
Stage: Acquired
Intel Capital, ForgePoint Capital
Datametrex (2016, Toronto)
Transaction-based in-store analytics solutions for
offline retailers
Minicorn. Stage: Public
Heavy Industries
Machine learning enabled predictive platform for
multiple industries
Unicorn. Stage: Series D
Baillie Gifford, GreatPoint Ventures, Revolution and
11 Other Investors
IoT gateway & cloud solution to record and analyze
machine data
Unicorn. Stage: Series D
Andreessen Horowitz, General Catalyst Partners,
Sanjit Biswas and 1 Other Investors
OSIsoft (1980, San Leandro, $140M)
Developer of technology to capture, process,
analyze and store sensor data.
Soonicorn. Stage: Funded
TCV, Kleiner Perkins, SoftBank Vision Fund and 1
Other Investors

23
Industry Solutions
Heavy Industries
Sight Machine (2012, San Francisco, $85.5M)
Developer of a digital twin platform for
manufacturing enterprises
LS, Mercury Fund, Jump Capital and 15 Other
Investors
Optimal Plus (2005, Holon, $72M)
Provider of yield management solutions for the
semiconductor industry
KKR, Viola Group, Pitango Venture Capital and 2
Other Investors
Space-Time Insight (2008, San Mateo, $54.6M)
Real time analytics for data from varied sources
NEC, E.on, EnerTech Capital and 5 Other Investors
Kepware (1995, Portland, $500k)
Software for Industrial Automation
Stage: Acquired
Maine Technology Institute
Heavy Industries
Bitstew Systems (2005, Burnaby, $22.5M)
Software defined operations for industrial IoT
Stage: Deadpooled
Yaletown Partners, GE Ventures, BDC and 3 Other
Investors
Healthcare
SHYFT Analytics (2005, Waltham, $39M)
Data Management and analytic solutions for life
sciences that increase competitiveness, customer
engagement and revenue potential.
Optum, McKesson Ventures, Medidata and 2 Other
Investors

24
Industry Solutions
Telecom
RADCOM (1991, Tel Aviv)
Network monitoring, network analytics and
customer experience management solutions
provider
Stage: Public
Walden Israel, Evergreen Venture Partners, Viola
Group
Real Estate
Remine (2016, Falls Church, $48M)
Data visualization and predictive analytics
solutions for real-estate
Stripes Group, Flatiron Health, Sift Science and 2
Other Investors
Sales & Marketing
Radius (2009, San Francisco, $133M)
Predictive Marketing and Sales platform
Founders Fund, Formation 8, Glynn Capital and 12
Other Investors
ContentSquare (2012, Paris, $122M)
AI-based data analytics software
Canaan Partners, Highland Europe, Eurazeo and 1
Other Investors
Voyager Labs (2012, Hod Hasharon, $100M)
Cloud-based social media analytics solution
Soonicorn. Stage: Funded
Horizons Ventures
MarketShare (2005, Los Angeles, $94.5M)
Predictive Analytics software
Stage: Acquired
FTV Capital, Elevation Partners, Centana Growth

25
Sales & Marketing
ClickFox (2000, Atlanta, $83.7M)
Customer Experience Analytics Software
Arrowroot Capital, Morgan Stanley, Ascent Venture
EverString (2012, San Mateo, $78.7M)
Predictive Analytics based Sales and Marketing
platform
Sequoia Capital, Lakestar, Lightspeed Venture
Lattice (2006, San Mateo, $78M)
Lead Scoring and Conversion App for Marketing
and Sales
River Cities Capital Funds, Piper Jaffray, Blue Cloud
Sales & Marketing
Omniture (1996, Orem, $65M)
Web analytics and online business optimization
solutions for businesses
Unicorn. Stage: Acquired
WPP, Sorenson Capital, Hummer Winblad Venture
DataSift (2010, Reading, $63M)
Social Data Analytics Platform
Insight Venture Partners, Scale Venture Partners,
Upfront Ventures and 6 Other Investors
FullStory (2014, Atlanta, $59M)
Web and mobile analytics through session
recordings for SaaS and ecommerce
Stripes Group, Dell Technologies, GV and 2 Other
Investors
Sales & Marketing
Zignal Labs (2011, San Francisco, $58M)
Real time media monitoring and analytics tool.
Blum Capital Partners, North Atlantic Capital,
Wamda Capital and 3 Other Investors
Axtria (2009, Gurgaon, $54.4M)
Big data and analytics company
Helion Venture Partners, deshventures.com, Fred
Khosravi and 3 Other Investors
Clicktale (2006, Ramat Gan, $52.6M)
Customer Experience Analytics
KKR, Amadeus Capital, Viola Group and 5 Other
Investors
Mintigo (2009, Kfar Saba, $51M)
Marketing Intelligence Platform
Glilot Capital Partners, JAL Ventures, Sequoia

26
Sales & Marketing
Datorama (2012, Tel Aviv, $50.8M)
BI for Marketing intelligence
Lightspeed Venture Partners, Innovation
Endeavors, Marker and 2 Other Investors
Interana (2012, Menlo Park, $46.2M)
Behavioural Analytics for event Data
M12, Vertex Ventures, Battery Ventures and 7
Other Investors
AgilOne (2006, Mountain View, $41M)
Cloud Based Predictive marketing platform
Sequoia Capital, Tenaya Capital, Four Rivers Group
Socialbakers (2008, San Francisco, $34M)
Social media analytics platform
Index Ventures, Earlybird Venture Capital
Sales & Marketing
Kissmetrics (2008, San Francisco, $11M)
Web analytics solution for customer acquisition
and retention
Azure Capital Partners, True Ventures, Felicis
Engagement Labs (2008, Montreal)
Measurement solution for online and offline
conversations
Minicorn. Stage: Public
Loeb Partners, Cormark Securities, Beacon
Securities and 4 Other Investors
Isentia (1982, Sydney)
Media Monitoring and Analysis Tool.
Stage: Public
Quadrant Private Equity, Yorkway Partners
Supply Chain Management
LogiNext (2013, Mumbai, $10.5M)
Software solutions for logistics and workforce
management
Paytm, Neeraj Goenka, Sanjay Shah and 22 Other
Investors

27
IT Ops
Cloud-based log management and security analytics
Unicorn. Stage: Series G
Battery Ventures, Tiger Global Management,
Franklin Templeton Investments and 10 Other
Investors
Splunk (2003, San Francisco, $40M)
Operational data analytics for security and IT
operations
Unicorn. Stage: Public
August Capital, Ignition Partners, JK&B Capital and
9 Other Investors
LogLogic (2002, San Jose, $8.8M)
SIEM and log management company
Stage: Acquired
Invesco, Sequoia Capital, TeleSoft Partners and 6
Other Investors
Legal
Recommind (2000, San Francisco, $24M)
SaaS based Legal hold software for ediscovery
Stage: Acquired
Sapphire Ventures, Kennet Partners, Silicon Valley
Bank and 3 Other Investors

List of Notable Companies in Big Data Analytics in China
Notable Companies in the Sector in China
28
Big Data Analytics > Feed Summary > Notable Companies in the Sector in China
Public
Gridsum
(2005, Beijing)
Unicorns
4Paradigm
(2014, Beijing, $145M)

Recent News in Big Data Analytics Sector
Recent News
29
Big Data Analytics > Feed Summary > Recent News
May 2019
Syncsort Announces Industry Initiative for Convergence of Legacy
Data Infrastructure and Next Wave Technologies, Business Wire
May 2019
Fusionex Ramps up Yield for Multinational Manufacturer with IR
4.0 Solutions, Business Wire
May 2019
Cleo to Showcase End-to-End Approach to Ecosystem Integration at
Gartner AADI in London, Business Wire
May 2019 Kabir Syed Joins Board of Terrene Labs, iireporter.com
May 2019
ControlUp Releases the First Step on the Road to Self-Driven EUC
Operations with ControlUp Automation, Business Wire
May 2019
DataRobot and Informatica Partner to Accelerate Adoption of AI
Across the Enterprise, Business Wire
May 2019 Security for Elasticsearch is Now Free, Business Wire
May 2019 Elasticsearch on Kubernetes: A New Chapter Begins, Business Wire
May 2019 Abivin crowns start-up world cup champions, BizHub
May 2019
CPqD and Alpha Sense develop optical sensor for security market,
Telecompaper
May 2019
DataCubes partners with workers’ comp MGA Synergy, Intelligent
Insurer
May 2019
Verint Introduces Visual Tools to Unlock the Power of the Hybrid
Workforce, AiThority
May 2019
Uptake Named to CNBC Disruptor 50 List for Its Industrial AI
Platform, AiThority
Key Recent News Key Recent News
May 2019
VyStar Credit Union Improves Member Experience, Reduces Fraud
with Verint Identity Authentication Solution, Business Wire
May 2019
SnapLogic Blends AI and Integration in Powerful Platform Upgrade
to Propel Modern Enterprises into the Age of Automation, AiThority
May 2019
Novetta Receives ISO 9001:2015 Quality Management Systems
Certification; Tiffanny Gates Quoted, GovCon Wire
May 2019
New IoT partnership to Monitor the World’s Water Resources,
Satnews
May 2019
SAS Selects Translations.com’s GlobalLink Technology to Launch
Thai Website, Business Wire
May 2019
CleverTap Bolsters C-Suite Leadership as it Accelerates Product
Development and Market Expansion, PR Newswire
May 2019
Distributed Management Systems and WSO2 Partner to Integrate
CASQUE SNR and Open Source WSO2 Identity Server for IAM with
Advanced Authentication, GlobeNewswire
May 2019
Alation Named One of Inc. Magazine’s Best Workplaces 2019,
GlobeNewswire
May 2019
Kyligence’s $25 Million Series C Funding Round, Global Legal
Chronicle
May 2019
SAS Recognizes Global Partner Innovation and Collaboration,
Business Wire India
May 2019
DataCubes Promotes Phil Alampi to VP of Customer Engagement,
iireporter.com
May 2019
Espire Infolabs and WSO2 Announce Global Partnership to Provide
Agile Integration Solutions, GlobeNewswire

Contents
Feed Summary
Investment Trends
Market Details
Exit Outlook
Investors
News
Appendix
30
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

Some more Sector Reports you might want to check out
Join 4000+ people taking sharper decisions with Tracxn
Enterprise Collaboration
Apr 2019
Quantum Computing
Apr 2019
Online Travel
Apr 2019

Investments ($M) and number of rounds in Big Data Analytics; 2012-2019
Global Funding Trends (1/2)
32
Note: Funding excludes Grant, Debt and Post IPO rounds. Excludes all details for Chinese companies
Big Data Analytics > Investment Trends > Global Funding Trends
#Rounds
$Funding
3 Year CAGR
6 Year CAGR 13% # of Rounds25% $ Funding
3% # of Rounds
9% $ Funding
$981M
$687M
$1.3B
$1.9B
$3.6B
$1.9B
$2.B
$2.7B
$2.4B
0
50
100
150
200
250
$0k
$500M
$1.B
$1.5B
$2.B
$2.5B
$3.B
$3.5B
$4.B
2012 2013 2014 2015 2016 2017 2018 2019*
$ Funding Predicted $ Funding # Rounds Predicted # Rounds

49 70 75 99 67 55 29 4
49
64
73
87
87 86
74
23
20 23 27 33 42 40 40 15
2012 2013 2014 2015 2016 2017 2018 2019 YTD
Seed Early Stage Late Stage
118
42
Total # of Rounds
$41M $75M $65M $66M $55M $54M $35M $4M
$319M
$553M $638M
$921M $781M
$676M
$786M
$243M
$328M $685M $1.2B
$2.6B
$1.0B $1.3B $1.9B $733M
2012 2013 2014 2015 2016 2017 2018 2019 YTD
Seed Early Stage Late Stage
33
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 Club
Global Funding Trends (2/2)
Investments ($M) and number of rounds in Big Data Analytics; 2012-2019
Big Data Analytics > Investment Trends > Global Funding Trends
119
76
84
63
56
29
8
435
$2.8M $3.9M
$0.0M
$1.0M
$2.0M
$3.0M
$4.0M
$5.0M
$6.0M
$7.0M
0
50
100
150
200
250
300
350
400
450
500
2013 2014 2015 2016 2017 2018 2019 YTD Total
Entrants in Funding Club Avg. Ticket Size
$2.8M $2.4M $3.4M $4.3M $3.1M $5.6M $6M $3.9M
$873M
$322M
$704M
$1.4B
$2.9B
$1.3B $1.5B
$2.1B $2.1B
38
0
5
10
15
20
25
30
35
40
0
500000000
1E+09
1.5E+09
2E+09
2.5E+09
3E+09
3.5E+09
2012 2013 2014 2015 2016 2017 2018 2019 YTD
$ Funding Predicted $ Funding # of Rounds Predicted # Rounds
Mega Rounds
12 15 23 35 35 31 38 16
$687M
$981M
Total $ Invested

Big Data Analytics > Investment Trends > Funding Trends by Geography
Investments ($M) and number of rounds in Big Data Analytics
Funding Trends by Geography
Funding Trends by Geography Top Cities of Funding
City $ Funding # Rounds
Bay Area 9.1B 470
Tel Aviv 832M 57
American Fork 730M 11
New York City 445M 58
Boston 399M 40
Paris 302M 31
Brussels 281M 7
Cambridge 280M 30
Seattle 243M 34
Atlanta 205M 25
Total Funding
528
96
264
100
35
13
2
11
# Rounds
$13.5B
$1.3B
$1.3B
$330M
$303M
$50M
$36.7M
$30M
US
Israel
Europe
India
Canada
Latam
Japan
SEA
Note: Excludes funding information of China companies

Trend of Average Deal Size ($M)
$1.0 $1.1 $1.0 $0.9 $1.2 $1.3 $1.5
2012 2013 2014 2015 2016 2017 2018
Big Data Analytics > Investment Trends > Median Deal Size and Trend
Median and Average Deal Size in $M (per Stage) in Big Data Analytics; 2012-2018
Median Deal Size and Trend
Note: Excludes funding information of Chinese companies. *Graph not to scale
Median Deal Size and Range
$5K* $7M
$40K $80M
$250K $93M
$500K $880M
$29.5M
$15M
$5M
$853K
Series C+
Series B
Series A
Seed
Stage
$11.8
$15.6 $16.9 $18.3 $18.0 $17.7
$21.3
$19.3
$29.8
$44.6
$80.6
$32.8 $37.3
$50.0
$5.7 $6.7 $5.8
$8.7 $7.0
$5.1
$7.2

Note: 305 companies with undisclosed funding amount are not included
36
<$1M
$1-10M
$10-50M
$50-100M
$100M+
Funding Range
91
190
148
49
39
No. of Companies
Big Data Analytics > Investment Trends > Distribution of companies by Funding Range
No. of companies by funding range in Big Data Analytics; as of May 2019
Distribution of companies by Funding Range
$31M
$739M
$3.6B
$3.4B
$9.4B
$ Investment

Stage No. of Companies
Funding
Funnel
100%
48%
24%
12%
8%
37
Note: Numbers in the brackets show the count of companies
Time to raise
next round
125
202
385
782
1617
Series C+
Series B
Series A
Funded
Founded
Next
Round
100M+
Valuation
Exits
Acqui-
Hired
Dead
Pooled
Others
48% 8%
(126)
3%
(51)
0%
(2)
9%
(152)
42%
(681)
49% 16%
(125)
6%
(50)
- 7%
(51)
44%
(346)
52% 27%
(105)
6%
(25)
- 2%
(9)
45%
(174)
62% 48%
(96)
10%
(21)
- 2%
(4)
36%
(73)
- 62%
(78)
13%
(16)
- 1%
(1)
47%
(59)
Big Data Analytics > Investment Trends > Funding Funnel
Number of companies progressing to subsequent funding stages in Big Data Analytics
Funding Funnel
17 Months
19 Months
23 Months
Investment backedBootstrapped
85
11
139
23
44
Soonicorns
Unicorns
Acquisitions
IPOs

Note: Seed Stage (Seed, Angel), Early Stage (Series A, Series B), Late Stage (Series C+, PE)
Big Data Analytics > Investment Trends > Notable Investments in last 24 months
Major funding rounds by Stage in Big Data Analytics; May 2017-May 2019
Notable Investments in last 24 months (1/14)
LATE STAGE
$200M - Series D Jan 2019
Predictive and advanced Big Data analytics
Apax Partners
$145M - Series D May 2018
Lightspeed Venture Partners, Khosla Ventures,
General Catalyst Partners, Sapphire Ventures,
Future Fund
$125M - Series E Jul 2018
Boyu Capital
$117M - Series D Dec 2017
Machine learning enabled predictive platform for
multiple industries
Baillie Gifford, GreatPoint Ventures, Revolution
LATE STAGE
$110M - Series G May 2019
Battery Ventures, Tiger Global Management,
Franklin Templeton Investments
$103M - Series E Dec 2018
Data integration and visualization solutions
provider
Premji Invest, CapitalG, Kleiner Perkins, Meritech
Capital Partners, Redpoint Ventures, Goldman Sachs
Investment Partners, Cross Creek
$101M - Series C Dec 2018
platform
Iconiq Capital, Alven, Battery Ventures, Dawn
Capital, FirstMark
LATE STAGE
$100M - Series E Jan 2019
Iconiq Capital, Index Ventures, Dawn Capital, Battery
Ventures, CapitalG
$100M - Series E Apr 2018
Coveo (2005, Quebec City, $170M)
Knowledgebase management through big data
analytics and enterprise search
machine data
Andreessen Horowitz, General Catalyst Partners
$100M - Series D Oct 2018
Sapphire Ventures, Meritech Capital Partners, New
Enterprise Associates, DFJ, Intel Capital, IA Ventures

LATE STAGE
Signifyd (2011, Palo Alto, $206M)
Fraud prevention & payment validation for online
retailers
Bain Capital Ventures, Menlo Ventures, IA Ventures,
AllegisCyber, Resolute Ventures, Premji Invest,
American Express Ventures
$100M - Series C Jan 2018
C3 IoT (2009, Redwood City, $170M)
Big data platforms deployment solutions for
multiple industries
TPG, Breyer Capital, Sutter Hill Ventures
$80M - Series E Sep 2018
Sisense (2004, Tel Aviv, $200M)
BI Solution
Insight Venture Partners, Zack Urlocker, Battery
Ventures, Bessemer Venture Partners, DFJ, Genesis
Partners, Opus Capital
LATE STAGE
$75M - Series F Jun 2017
Sapphire Ventures, Accel, DFJ, Greylock Partners,
IVP, Sequoia Capital, Sutter Hill Ventures
$67.7M - Series C Nov 2017
New Enterprise Associates
$64M - Series D Jun 2017
Warburg Pincus
$60M - Series D Aug 2017
Lightspeed Venture Partners
LATE STAGE
$60M - Series C Mar 2019
insurers
Bessemer Venture Partners, Accel, General Catalyst
Partners, Iris Capital, Elaia
$59.9M - Series C Jan 2019
Canaan Partners, Highland Europe, Eurazeo, H14
Iconiq Capital, Battery Ventures, Dawn Capital, Index
Ventures, Newion Investments
$55M - Series C Oct 2018
OmniSci (2013, San Francisco, $92M)
Data exploration and visualization platform
In-Q-Tel, New Enterprise Associates, Vanedge
Capital, NVIDIA, Verizon Ventures, Tiger Global
Management

LATE STAGE
$53M - Series D Mar 2018
Sift Science (2011, San Francisco, $107M)
Machine learning optimized fraud detection
Stripes Group, Insight Venture Partners, Spark
Capital, Union Square Ventures
$50M - Series E May 2018
Lucidworks (2007, Redwood City, $111M)
Search platform based on Apache Lucene and Solr
Technologies
Top Tier Capital Partners, Silver Lake, Shasta
Ventures, AllegisCyber, Granite Ventures
machine data
Andreessen Horowitz, General Catalyst Partners
AtScale (2013, San Mateo, $120M)
Dynamic OLAP Cubes to enable BI
Morgan Stanley, Storm Ventures, Wells Fargo,
Atlantic Bridge Capital
LATE STAGE
$50M - Series D Sep 2018
Forter (2013, Tel Aviv, $100M)
Identity & behavioral analytics based financial fraud
detection
March Capital Partners, Sequoia Capital, New
Enterprise Associates, Scale Venture Partners,
Salesforce
Fusionops (2005, San Francisco, $91.4M)
Cloud based BI for supply chain
New Enterprise Associates
$50M - Series C Jan 2019
Sapphire Ventures, Costanoa Venture, Data
Collective, Harmony Partners, Icon Ventures,
Salesforce
$50M - Series C Oct 2017
Feedzai (2009, London, $82M)
Fraud Prevention Software
Sapphire Ventures
LATE STAGE
Google, Ericsson, Deutsche Borse Group, Accel,
Cathay Innovation, Greylock Partners, Ignition
Partners, Ridge Ventures, Columbia Pacific Advisors,
New York Life Ventures
$47.4M - Series C Dec 2017
Iconiq Capital
$45M - Series C Jun 2017
Neoway (2002, Florianopolis, $45M)
Big Data Platform to create Market Intelligence
Solutions
QMS Capital, Accel, Monashees+, Endeavor, Andy
Prozes

LATE STAGE
$40M - Series F Nov 2018
Ignition Partners, Resource One Credit Union,
Vitruvian Partners, Andreessen Horowitz
machine data
General Catalyst Partners, Andreessen Horowitz,
Sanjit Biswas, John Bicket
$40M - Series C Feb 2018
DataVisor (2013, Santa Clara, $54.5M)
Big data analytics based fraud detection
Sequoia Capital, New Enterprise Associates, GSR
Ventures
$38.2M - Series D Apr 2018
Arrowroot Capital
LATE STAGE
$37M - Series C Jul 2018
service performance
Goldman Sachs Investment Partners, Salesforce,
OpenView
Maana (2012, Palo Alto, $73.2M)
Provider of analytics and knowledge graph platform
for multi-industry applications
CICC, Accenture, Intel Capital, GE Ventures, Saudi
Aramco Energy Ventures, Eight Square Capital, Sino
Capital Group, Chevron, Shell Technology Ventures
Riskified (2012, Tel Aviv, $64M)
Machine learning based payment fraud prevention
solution
Pitango Venture Capital, Capital One Growth
Ventures, C4 Ventures, Qumra Capital, Genesis
Partners
LATE STAGE
$32.3M - Series F Jan 2019
management
Insight Venture Partners, MissionOG, Invoke Capital,
IP Group, TTV Capital, Highland Europe, Robert
Sansom
$32.2M - Series C Apr 2019
FullStory (2014, Atlanta, $59M)
Web and mobile analytics through session
recordings for SaaS and ecommerce
Stripes Group, Dell Technologies, GV, Kleiner
Perkins, Salesforce Ventures
MemSQL (2011, San Francisco, $110M)
In-Memory NewSQL Database
GV, Glynn Capital, Accel, Caffeinated Capital, Data
Collective, IA Ventures

LATE STAGE
Scale Venture Partners, Commerce Ventures, Flint
Capital, Two Sigma Ventures, Synchrony, Sorenson
Capital
$30M - Series C Jul 2018
ThetaRay (2013, Jerusalem, $60M)
Big data analytics based cyber threats and
operational risk detection
Jerusalem Venture Partners, Bank Hapoalim,
OurCrowd, Silicon Valley Bank, GE Ventures
Zignal Labs (2011, San Francisco, $58M)
Real time media monitoring and analytics tool.
Blum Capital Partners, North Atlantic Capital
LATE STAGE
LS, Mercury Fund, Jump Capital, O'Reilly AlphaTech
Ventures, E.on
$25.5M - Series C Aug 2018
$25M - Series C Aug 2017
AtScale (2013, San Mateo, $120M)
Dynamic OLAP Cubes to enable BI
Atlantic Bridge Capital, Wells Fargo, Industry
Ventures, Storm Ventures, UMC Capital, Comcast
Ventures, XSeed Capital
$25M - Series C Aug 2017
Signals Analytics (2009, New York City, $50M)
Decision analytics for intelligence & insights
Pitango Venture Capital, Sequoia Capital, Qumra
Capital
LATE STAGE
$21.9M - Series C Oct 2017
management
Highland Europe, Invoke Capital, Worldpay,
Touchstone Innovations, Nesta Impact Investments,
TTV Capital
Leadspace (2007, Hod Hasharon, $56M)
B2B Lead Scoring Platform
Arrowroot Capital, Jerusalem Venture Partners,
Battery Ventures, Vertex Ventures
$17.8M - Series D Apr 2018
UNIFi Software (2014, San Mateo, $49.1M)
Self-service data cataloging and integration platform
for the enterprise
Blue Cloud Ventures

LATE STAGE
Cognitive Scale (2013, Austin, $50M)
Business Intelligence and Analytics solutions
Norwest Venture Partners, Intel Capital, Microsoft
Ventures, Westly Group, USAA
Celect (2013, Boston, $30.1M)
Cloud-based predictive analytics platform for
retailers
NGP Capital, Fung Capital USA, Activant Capital,
August Capital
Axtria (2009, Gurgaon, $54.4M)
Big data and analytics company
$11M - Series D Oct 2017
LATE STAGE
Identity Mind Global (2011, Palo Alto, $11.8M)
Risk Management and AML for eCommerce & Virtual
Currencies
Benhamou Global Ventures, Eastern Link Capital,
Hanna Capital, Overstock
$8.7M - Series C May 2017
NetGuardians (2007, Yverdon-les-bains, $16.2M)
Fraud/risk mitigation based on behavioral insights
across bank systems
Swisscom
$8.3M - Series E Sep 2018
Datameer (2009, San Mateo, $100M)
Big Data Analytics Platform on Hadoop
service performance
Hearst, Battery Ventures
LATE STAGE
$7.5M - Series F Mar 2018
$7M - Series D Feb 2019
Mintigo (2009, Kfar Saba, $51M)
Marketing Intelligence Platform
Glilot Capital Partners, JAL Ventures
$5M - Series D Apr 2019
$3.6M - Series D Dec 2017
Lattice (2006, San Mateo, $78M)
Lead Scoring and Conversion App for Marketing and
Sales
Conversational Analytics Software Solutions

LATE STAGE
$1.5M - Series C Mar 2018
Waterline Data (2013, Mountain View, $39M)
Automated data cataloging platform
Infosys
Series D Jun 2017
Data integration and visualization solutions provider
IVP
Series D Sep 2017
Series D Aug 2018
Arrowroot Capital
Series D Nov 2017
Paxata (2012, Redwood City, $61M)
Adaptive Data Preparation platform
Accenture
LATE STAGE
Series D Sep 2018
Interana (2012, Menlo Park, $46.2M)
Behavioural Analytics for event Data
M12
Series C Mar 2018
In-Q-Tel
EARLY STAGE
$93M - Series B Oct 2017
Petuum (2016, Pittsburgh, $108M)
Distributed machine learning framework
Advantech Capital, SoftBank Group
$50M - Series B Jun 2018
Software to analyze business optimization
Accel, 83North
Tresata (2010, Charlotte, $51.3M)
Customer Intelligence Platform using Big Data
Analytics
GCP Capital Partners
$42M - Series B Jan 2018
Canaan Partners, Highland Europe, Eurazeo, H14

EARLY STAGE
$40M - Series B Aug 2018
Domino Data Lab (2013, San Francisco, $81.2M)
Data Science platform
Sequoia Capital, Coatue
Rubikloud (2013, Toronto, $45M)
BigData intelligence for retailers
Intel Capital, Inovia Capital, OpenText Enterprise
Apps Fund, Horizons Ventures, Access Industries
$33M - Series B Jul 2017
iguazio (2014, Herzliya, $48M)
Streaming analytics platform for multiple industries
Verizon Ventures, Robert Bosch Venture Capital,
CME Group, Pitango Venture Capital, Magma
Venture Partners, Jerusalem Venture Partners, Dell
Technologies
GeoPhy (2014, Earth, $33M)
Platform to optimise investment portfolio
Index Ventures, Inkef Capital, Hearst
EARLY STAGE
$32.8M - Series B May 2018
Cuebiq (2016, New York City, $36.3M)
Business intelligence company based on machine
learning
Nasdaq, DRW Venture Capital, Tribeca Venture
Partners, Tribeca Angels, TLcom Capital Partners,
Goldman Sachs Investment Partners
$30M - Series B Feb 2019
Accel, Benchmark
$30M - Series A Feb 2019
Data visualization and predictive analytics solutions
for real-estate
Stripes Group, Flatiron Health, Sift Science, SPINS,
Upwork
EARLY STAGE
$28M - Series B Sep 2017
platform
Battery Ventures, FirstMark, Alven, Serena
insurers
Accel, General Catalyst Partners, Elaia, Iris Capital
$27.5M - Series B Mar 2019
Cleo (1976, Rockford, $31M)
Enterprise Integration Software Solutions
New Enterprise Associates, Marissa Mayer, Jeff
Weiner, Chip Bergh, Jeff Immelt, Aaron Levie
$26.7M - Series B Sep 2018
Crux Informatics (2017, San Francisco, $41M)
Data exploration platform
Two Sigma Investments, Citigroup, Goldman Sachs
Investment Partners

EARLY STAGE
$26M - Series B Apr 2019
CleverTap (2013, Mumbai, $41.6M)
User behaviour analysis & targeting tool
Sequoia Capital, Accel, Tiger Global Management
Norwest Venture Partners, Lightspeed Venture
Partners, Redpoint Ventures
$25M - Series A Jan 2018
Arundo Analytics (2015, Palo Alto, $32.6M)
Bigdata analytics for asset heavy industries
Northgate Partners, StartX, Arctic Securities AS,
Canica, Stokke Industri
Icon Ventures, Harmony Partners, Data Collective,
Costanoa Venture
EARLY STAGE
Seeq (2013, Seattle, $61.6M)
Industrial data analytics
Altira Group, Second Avenue Partners, Chevron,
next47
$23M - Series B Mar 2019
Jupiter (2017, San Mateo, $23M)
Data & analytics services for predicting perils
Energize, MS & AD, QBE Group, Nephila, Ignition
Partners, SYSTEMIQ, Data Collective
NetraDyne (2015, Bangalore, $37M)
Provides deep learning-based computer vision for
drone and automotive navigation
Reliance Industries, M12, Point72 Ventures
CashShield (2008, Singapore, $25.5M)
Automated fraud protection with analytics solutions
Temasek, GGV Capital, Wavemaker Partners, Tony
Fadell, Tao Zhang
EARLY STAGE
$19.5M - Series A Jan 2018
Element Analytics (2014, San Francisco,
$26.5M)
Acoustics based condition monitoring and digital
twin solutions
GE Ventures, Honeywell, ABB, Mitsui & Co, Blue Bear
Capital, Aster Capital, Kleiner Perkins
$18.6M - Series B Dec 2017
Fenox Venture Capital, New Enterprise Associates,
GV, Alumni Ventures Group, Samsung Venture
Investment
$17.8M - Series B Dec 2017
Simility (2014, Palo Alto, $25M)
Intelligence Augmentation based fraud detection
Accel, PayPal, The Valley Fund, Trinity Ventures

EARLY STAGE
$16M - Series A Apr 2018
Benchmark
$13.9M - Series B Aug 2017
Commerce Ventures, Flint Capital, Work-Bench,
Santander InnoVentures, Two Sigma Ventures
GeoSpock (2013, Cambridge, $27.9M)
Provides a scalable data infrastructure and analytics
solution
Cambridge Innovation Capital, Parkwalk, Global
Brain, 31VENTURES, Supership, Jonathan Milner
$11.6M - Series A Jun 2018
Doctrine (2016, Paris, $13.8M)
Big Data for legal research analytics
Xаvier Niel, Otium
EARLY STAGE
Ravelin Technology (2014, London, $16M)
Machine learning based fraud prevention platform
Passion Capital, Playfair Capital, Amadeus Capital,
BlackFin Capital Partners
$10.1M - Series A Mar 2019
CargoSense (2012, Reston, $10.1M)
Provider of AI-enabled analytics services for supply
chain networks
IrishAngels, Middleburg Capital Development,
Center for Innovative Technology
Continuum (2011, Austin, $41.8M)
Interactive Data Analytics and Visualization
$10M - Series A Jul 2017
Anaconda (2012, Austin, $34M)
Enterprise grade data science platform
Pear Tree Funds, Granite Hill Capital Partners
EARLY STAGE
Convey (2013, Austin, $25.8M)
Delivery management software for retailers
Silverton Partners, Techstars, RPM Ventures,
NextGen Capital
$10M - Series A Jun 2018
Nextail (2014, Madrid, $11.6M)
Cloud-based business intelligence platform for
retailers
Keen Venture Partners, Sonae IM, Nauta Capital
$9M - Series A Apr 2019
Mosaic Smart Data (2014, London, $9M)
Big data analytics solutions for financial industries
Octopus Ventures, JPMorgan
Convey (2013, Austin, $25.8M)
Delivery management software for retailers
RPM Ventures, Techstars
$7.9M - Series A Jul 2017
Entefy (2012, Palo Alto, $19.8M)
AI platform for building machine learning models

EARLY STAGE
Tookitaki (2014, Bangalore, $8.7M)
AI enabled decision support platform
Illuminate Financial, Jungle Ventures, Enterprise
Singapore, Supply Chain Angels
Carpe Data (2016, Santa Barbara, $8M)
Predictive scoring and data products to P&C and life
insurance companies
Aquiline Technology Growth
$6.6M - Series A Feb 2018
solution
Cambridge Innovation Capital, Parkwalk, Global
Brain, 31VENTURES, Sir Michael Marshall
$6.6M - Series A Sep 2018
Concirrus (2012, London, $15.7M)
Insurance underwriting tools leveraging IoT
IQ Capital, Eos Venture Partners
EARLY STAGE
Saagie (2013, Paris, $11.7M)
BigData predictive analytics
BNP Paribas Developpement, CapHorn Invest,
Cathay Innovation, Matmut
$6.2M - Series B Oct 2018
CrediFi (2013, Modiin, $29.3M)
A big data platform serving the CRE finance market
OurCrowd, Liberty Venture Partners, Mitsui
Fudosan, Maverick Ventures, Battery Ventures, Viola
Group
$6M - Series B Apr 2019
Mitsubishi UFJ Financial Group, Sozo Ventures
$6M - Series A Nov 2017
EARLY STAGE
$6M - Series A Oct 2018
CiValue (2014, Tel Aviv, $8.4M)
Customer Analytics and Personalized
Recommendation platform
Nielsen, Sonae IM
$6M - Series A Aug 2017
Coretex (2015, Auckland, $6M)
Fleet management & business intelligence
Milford
$5.5M - Series A Sep 2017
CashShield (2008, Singapore, $25.5M)
Automated fraud protection with analytics solutions
GGV Capital, Heliconia Capital Management, Stream
Global, Tony Fadell, Razer
$5.3M - Series B Jan 2018
Ontoforce (2011, Ghent, $12.6M)
Semantic Search Platform for Pharmaceutical and
Biotech Research
Korys

EARLY STAGE
Cisco Investments
$5M - Series A Sep 2017
Cogitativo (2014, Berkeley, $12M)
Data Science-as-a-Service platform fro HCOs
$4.7M - Series A Dec 2017
Senseye (2015, Southampton, $4.7M)
Acoustics based condition monitoring solutions
MMC Ventures, IQ Capital, Momenta Partners, Breed
Reply
$4.1M - Series A Jul 2018
Infinite Analytics (2012, Cambridge, $5.3M)
Big data based social intelligence solutions
Concirrus (2012, London, $15.7M)
Insurance underwriting tools leveraging IoT
Touchstone Innovations
EARLY STAGE
$3.7M - Series A Dec 2018
Minit (2015, Bratislava, $3.7M)
Process mining solution
Earlybird Venture Capital, OTB Ventures
$3.1M - Series A Feb 2019
Aureus Analytics (2013, Mumbai, $4M)
Big Data analytics products for BFSI sector
Connecticut Innovations, Alpine Meridian, Multi-Act
$3M - Series A Oct 2017
NexLP (2013, Chicago, $5.1M)
Insights from unstructured data using NLP and
Machine Learning
Method Capital, Dundee Venture Capital
$2.7M - Series B Oct 2017
Heckyl Technologies (2010, Mumbai, $8.5M)
Real time financial information & news analytics for
markets & businesses
Notion, Chiratae Ventures
EARLY STAGE
solution
Parkwalk
IMAT Solutions (2007, Orem, $12.4M)
Medical analytics and population health
management
$2.2M - Series A Aug 2018
DotAlign (2009, New York City, $8.4M)
Relationship intelligence platform for sales teams
$1.4M - Series B May 2019
Datactics (1999, Belfast, $4.2M)
MDM solutions with focus on data cleaning and
matching
Par Equity, Kernel Capital
$1.3M - Series A Aug 2017
Carpe Data (2016, Santa Barbara, $8M)
Predictive scoring and data products to P&C and life
insurance companies

EARLY STAGE
$1M - Series A Mar 2018
Flutura (2012, Bangalore, $10M)
IoT based big data analytics for engineering
industries
Hitachi
$802k - Series A Feb 2018
OThot (2014, Pittsburgh, $3.2M)
Predictive analytics
$682k - Series A Feb 2018
Predikto (2012, Atlanta, $8.3M)
Machine performance monitoring
$330k - Series B Apr 2019
CrediFi (2013, Modiin, $29.3M)
A big data platform serving the CRE finance market
Series B Jun 2017
Altira Group
EARLY STAGE
Series B Mar 2019
iguazio (2014, Herzliya, $48M)
Streaming analytics platform for multiple industries
Samsung SDS
Series B Jan 2018
Recruit Holdings, Sequoia Capital, Accel
Series B Jun 2018
Datactics (1999, Belfast, $4.2M)
MDM solutions with focus on data cleaning and
matching
Kernel Capital
Series A Aug 2018
Anaconda (2012, Austin, $34M)
Enterprise grade data science platform
Citi Ventures
EARLY STAGE
Series A Jan 2019
Coretex (2015, Auckland, $6M)
Fleet management & business intelligence
Movac

SEED STAGE
$2.5M - Seed Jul 2018
IQLECT (2012, Bangalore, $5.9M)
Elastic Data Platform for real time analysis
Exfinity Venture Partners, Ventureast
$1.5M - Seed May 2018
TopOPPS (2014, St. Louis, $9M)
Sales Pipeline Management
$1M - Seed Sep 2018
FriendlyData (2016, New York City, $1.1M)
Provides Natural Language Interface for Database
Digital Future, TMT Investments, Bulba Ventures
$800k - Seed Sep 2017
Data visualization and predictive analytics solutions
for real-estate
$76.9k - Angel Oct 2017
Surukam Analytics (2014, Chennai, $76.9k)
NLP and machine learning solution tool
Dulquer Salmaan
SEED STAGE
$25k - Seed Apr 2018
Aureus Analytics (2013, Mumbai, $4M)
Big Data analytics products for BFSI sector
Hartford InsurTech Hub
Angel Nov 2017
Crayon Data (2012, Chennai, $18M)
SaaS Big Data Analytics
Kris Gopalakrishnan
Seed Jun 2017
CargoSense (2012, Reston, $10.1M)
Provider of AI-enabled analytics services for supply
chain networks
Mentors Fund
Seed Aug 2017
Tookitaki (2014, Bangalore, $8.7M)
AI enabled decision support platform
The FinLab
SEED STAGE
Seed Jun 2017
Minit (2015, Bratislava, $3.7M)
Process mining solution
Earlybird Venture Capital

Big Data Analytics > Investment Trends > Notable Investments in last 24 months in China
Notable Investments in last 24 months in China
LATE STAGE
MiningLamp (2014, Beijing, $502M)
Bigdata solution to enterprises
Tencent, AVIC Trust, China Renaissance Group
Wecash (2014, Beijing, $270M)
Online credit assessment platform
ORIX Group, Sea, Lingfeng Capital, FOREBRIGHT
CAPITAL, Sagamore Investment Management,
Hongdao capital, SIG China
$159M - Series C Apr 2018
MiningLamp (2014, Beijing, $502M)
Bigdata solution to enterprises
Tencent, China Renaissance Group
4Paradigm (2014, Beijing, $145M)
AI based large - scale distributed modeling platform
Enlighten Holdings, CITIC Capital, Kyoto Chuo
Shinkin Bank, Agricultural Bank of China, Sequoia
Capital, Bank of Communications
LATE STAGE
$100M - Series D Apr 2019
FraudMetrix (2013, Hangzhou, $246M)
Software developer focusing on internet security for
financial transactions
China Merchants Capital, GGV Capital, Everbright
Holdings, Guotai Fund
FraudMetrix (2013, Hangzhou, $246M)
Software developer focusing on internet security for
financial transactions
Tiantu Capital, Temasek, B&D Capital, Aster Capital
$25M - Series C Mar 2019
Kyligence (2016, Shanghai, $48M)
Big Data analytics platform
Coatue, Eight Roads Ventures, Redpoint Ventures,
Shunwei Capital
Jusfoun Big Data (2010, Beijing, $164M)
Big data platform for enterprises
Anne
LATE STAGE
Series C Apr 2019
Jusfoun Big Data (2010, Beijing, $164M)
Big data platform for enterprises

Most Active Investors (VC, PE) by Stage in Big Data Analytics; Last 5 years (May 2014-May 2019)
Most Active VC & PE Investors
53
Big Data Analytics > Investment Trends > Most Active VC & PE Investors
SEED STAGE
Accel (3 Investments)
CleverTap, Simility, Honeycomb
1
Flybridge Capital Partners(3 Investments)
Datalogue, Feature Labs, Precognitive
2
New Enterprise Associates(2 Investments)
DataVisor, Prattle Analytics
3
Sequoia Capital (2 Investments)
Alooma, Ascend
4
GV (2 Investments)
FullStory, Clarifai
5
Lightspeed Venture Partners (2
Investments)
Alooma, Ascend
6
RRE Ventures(2 Investments)
Wallaroo Labs, Dextro
7
Silverton Partners(2 Investments)
Convey, Clarify
8
HTGF (2 Investments)
Kivu, Wetransform
9
Inveready(2 Investments)
Bitext, Whally
10
EARLY STAGE
Intel Capital(10 Investments)
DataRobot, Maana, Cognitive Scale
1
Uptake, DataRobot, Forter
2
General Catalyst Partners (6 Investments)
Shift Technology, Alation, Continuum
3
Andreessen Horowitz (5 Investments)
Samsara, Alation, Imply
4
Accel (4 Investments)
Shift Technology, Celonis, Chainalysis
5
Sequoia Capital(4 Investments)
Domino Data Lab, Signals Analytics, CleverTap
6
Menlo Ventures(4 Investments)
Signifyd, Clarifai, Heap
7
Vertex Ventures(4 Investments)
Interana, ZEPL, Flutura
8
In-Q-Tel (4 Investments)
MemSQL, Domino Data Lab, Celect
9
Index Ventures(3 Investments)
Collibra, Interana, GeoPhy
10
LATE STAGE
Sapphire Ventures (4 Investments)
Sumo Logic, ThoughtSpot, DataRobot
1
In-Q-Tel (4 Investments)
DataRobot, OmniSci, Zoomdata
2
Battery Ventures(3 Investments)
Sumo Logic, Collibra, Cogito Corporation
3
DFJ (3 Investments)
Sumo Logic, DataRobot, Sisense
4
Insight Venture Partners (3 Investments)
Sisense, Sift Science, Featurespace
5
Glynn Capital(3 Investments)
Domo, Radius, MemSQL
6
Bessemer Venture Partners (2
Investments)
Sisense, Shift Technology
7
Elastic, OmniSci
8
Kleiner Perkins(2 Investments)
Looker, Ayasdi
9
Sequoia Capital(2 Investments)
Sumo Logic, DataVisor
10

Big Data Analytics > Investment Trends > Most Active Ecosystem Investors
Top Ecosystem Investors in Big Data Analytics; Last 5 years (May 2014-May 2019)
Most Active Ecosystem Investors
INCUBATOR/ACCELERATOR
Plug and Play Tech Center(41
Investments)
Uptake, DataRobot, Shift Technology
1
Techstars(15 Investments)
Chainalysis, GeoSpock, Convey
2
500 Startups(11 Investments)
NewsWhip, Astronomer, Idwall
3
Y Combinator(7 Investments)
Yhat, Ambient, eBrandValue
4
Startupbootcamp(7 Investments)
FriendlyScore, Crowdway, Cognitum
5
MassChallenge(7 Investments)
Cleo, Infinite Analytics, Prattle Analytics
6
Jerusalem Venture Partners(6
Investments)
iguazio, ControlUp, Loom Systems
7
Wayra(5 Investments)
Chatterbox, indWise, Pollstr
8
Alchemist Accelerator(5 Investments)
Cleo, LynxCare, Quantum Insights
9
Barclays Accelerator(5 Investments)
Chainalysis, Ravelin Technology, Remesh
10
OTHER NOTABLE INVESTORS
TriplePoint Capital(8 Investments)
ThoughtSpot, Signifyd, Birst
1
Salesforce(7 Investments)
Radius, Forter, Alation
2
GE Ventures(6 Investments)
Sight Machine, Maana, Element Analytics
3
Kima Ventures(6 Investments)
Doctrine, Saagie, Sound Charts
4
Goldman Sachs(4 Investments)
Looker, Versive, Zoomdata
5
Mitsui & Co(3 Investments)
Element Analytics, Crayon Data, Black Swan Data
6
Iconiq Capital(3 Investments)
Collibra, Alteryx, Dataiku
7
Swisscom(3 Investments)
NetGuardians, Adello, PriceHubble
8
Accenture(3 Investments)
Maana, Paxata, Ripjar
9
NVIDIA(3 Investments)
OmniSci, Clarifai, Datalogue
10
DEBT INVESTORS
Western Technology Investment(11
Investments)
Palantir Technologies, SnapLogic, Cogito Corporation
1
Silicon Valley Bank(6 Investments)
ThreatMetrix, ThetaRay, Continuum
2
Ares Capital Corporation(4 Investments)
CallMiner, Graphpad, Infogix
3
Connecticut Innovations(3 Investments)
Aureus Analytics, Dextro, OdinText
4
KKR(2 Investments)
Optimal Plus, Clicktale
5
Idinvest Partners(2 Investments)
NGData, STOIC
6
TPG(2 Investments)
C3 IoT, Business Signatures
7
Harbert Management(2 Investments)
Intersec, Voci Technologies
8
BlackRock
Domo
9
Blackstone
Black Swan Data
10

Big Data Analytics > Investment Trends > Investors in Unicorn club
Investors in Unicorn Club (1/13)

Big Data Analytics > Investment Trends > Unicorn Investors in the Sector
Unicorn Investors in the Sector

Contents
Feed Summary
Investment Trend
Market Details
Exit Outlook
Investors
News
Appendix
69
BlueBox
Key Sub Sectors
Detailed Sector Taxonomy
Top Markets of Investment Activity
Top Markets of Early Stage Investors
Other Notable Markets
Market Deep Dive

Some more Sector Reports you might want to check out
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Enterprise Collaboration
Apr 2019
GRC Software
Apr 2019
Data as a Service
Apr 2019

Marketmap: Big Data Analytics Big Data Analytics > Market Details > BlueBox
71

Key Sub Sectors
72
Key Sub Sectors in Big Data Analytics
Market Top Companies
# Cos
Tracked
#
Funded
Total
Funding
Industry Solutions
Companies that provide big data analytics solutions for specific industry verticals
Verint (1994, Melville, Public)
FICO (1956, San Jose, Public)
498 268 $6.8B
Suite
Companies that provide solutions for end-to-end big data analytics requirements such as
discovery, preparation, integration, analysis, and visualizati...
SAS (1976, Cary)
Alteryx (2010, Irvine, Public)
202 106 $2.9B
Companies that provide big data analytics solutions for specific enterprise functions such as
sales, marketing, operations, HR, and IT
Splunk (2003, San Francisco, Public)
Engagement Labs (2008, Montreal, Public)
452 210 $2.9B
Companies that offer software solutions to explore and visualize distributed data by browsing
multiple big data sources
QlikTech (1993, Radnor, Acquired)
140 69 $2.7B
Data Preparation
Companies that provide software solutions to help with big data preparation functions such as
cleansing, cataloging, integration, and migration
Talend (2006, Redwood City, Public)
Attunity (1988, Kfar Saba, Acquired)
107 50 $1.4B
Data Analytics
Companies that provide advanced analytics for analyzing images, videos, speech, and text for
multiple functions
Clarifai (2013, New York City, $41.3M)
215 78 $317M
Big Data Analytics > Market Details > Key Sub Sectors

Detailed Sector Taxonomy (1/5)
73
Big Data Analytics > Market Details > Detailed Sector Taxonomy

74

75

76

77

Rank Market
Last 2 Years
$ Invested # Round Top Funded Company
1
(+1)
Suite > Data Science Platform
Companies that provide platforms for executing data science projects which include data integration,
exploration, development, and deployment of customized analytical models
(Companies covered 107 | Funded 55 | Total Funding $1.5B)
$755M
(+$370M)
27
(-10)
Dataiku
(2013, New York City, $147M)
2
(-1)
Industry Solutions > Multi-Industry
Companies that provide big data analytics solutions for multiple functions across different industries
(Companies covered 77 | Funded 44 | Total Funding $3B)
$286M
(-$1.3B)
19
(-7)
Sift Science
3
(+10)
Industry Solutions > BFSI > Fraud Prevention
Companies that offer big data analytics solutions to the BFSI sector for identifying and preventing
fraudulent transactions
(Companies covered 22 | Funded 16 | Total Funding $464M)
$316M
(+$251M)
14
(-2)
Shift Technology
(2014, Paris, $100M)
4
(+3)
Industry Solutions > Heavy Industries > Predictive
Companies that provide predictive analytics software solutions for the industrial sector
$413M
(+$217M)
12
(-4)
Uptake
(2014, Palo Alto, $252M)
5
(+5)
Enterprise Solutions > Sales & Marketing > Marketing > Horizontal
Companies that provide analytics software solutions for all marketing functions including customer
segmentation, targeted personalization campaigns, campaign ROI management am…
$204M
(+$69.3M)
13
(+2)
ContentSquare
(2012, Paris, $122M)
6
(-5)
Data Discovery & Visualization > Visual Analytics
Companies that offer software solutions for incorporating data visualization and analytics
(Companies covered 41 | Funded 18 | Total Funding $1.2B)
$207M
(-$208M)
10
(-8)
Looker
(2011, Santa Cruz, $280M)
7
(-3)
Data Preparation > Data Integration
Companies that provide software solutions for integrating big data from distributed and disparate
sources for further analysis and visualization
$187M
(-$26.7M)
12
(-6)
Neoway
(2002, Florianopolis, $45M)
78
Note: The numbers in the bracket represent the change in a 2 year period.
Top Markets of Investment Activity (1/2)
Top Markets by Funding in Big Data Analytics in last 2 years (May 2017 - April 2019)
Big Data Analytics > Market Details > Top Markets of Investment Activity

Top Markets of Investment Activity (2/2)
Big Data Analytics > Market Details > Top Markets of Investment Activity

Rank Market # Investments Key Investments
1
Industry Solutions > BFSI > Fraud Prevention
Companies that offer big data analytics solutions to the BFSI sector for identifying and preventing
fraudulent transactions
(Companies created 22 | Funded 16 | Total Funding $464M )
3
2
Data Discovery & Visualization > Discovery > Database search
Companies that offer software solutions to explore distributed data by browsing databases
3
Xcalar (2013, San Jose, $21M)
Imply (2015, San Francisco, $15.3M)
3
Suite > Data Science Platform
Companies that provide platforms for executing data science projects which include data integration,
exploration, development, and deployment of customized analytical models
(Companies created 107 | Funded 55 | Total Funding $1.5B )
2
BigStream (2015, Mountain View, $5.5M)
4
Industry Solutions > Retail > Multi-Channel
Companies that provide analytics software for both in-store and E-commerce retail firms
1 Rubikloud (2013, Toronto, $45M)
5
Industry Solutions > Real Estate
Companies that provide big data analytics software solutions for the real estate sector
1 GeoPhy (2014, Earth, $33M)
6
Data Preparation > Data Integration
Companies that provide software solutions for integrating big data from distributed and disparate sources
for further analysis and visualization
1 Cleo (1976, Rockford, $31M)
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
80
Top Markets of Early Stage Investors (1/2)
Top Markets where Early Stage Investors are investing in last 2 years (May 2017 - April 2019)
Big Data Analytics > Market Details > Top Markets of Early Stage Investors

Top Markets of Early Stage Investors (2/2)
Big Data Analytics > Market Details > Top Markets of Early Stage Investors

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