Despite a YoY decline in seed and early stage rounds and capital invested, 2016 was the fourth consecutive year in which the sector witnessed $1B+ plus investments.
Tracxn Research Ad Tech Landscape, October 2016Tracxn
Investments in the adtech industry are driven by mobile, digital video, cross-screen advertising and programmatic buying targeting specific sectors or audience groups.
Tracxn Research — Big Data Infrastructure Landscape, September 2016Tracxn
Following a rather muted 2015, the year 2016 witnessed an impressive bounce back by the big data sector, with a total funding of $1.1B secured in 37 rounds.
Tracxn Research — Ecommerce Enablers Landscape, November 2016Tracxn
The total M&A activity in the year to date was valued at more than $8.5B (excluding undisclosed acquisitions), while total investments were valued at $921M.
Tracxn Research — Enterprise Storage Landscape, November 2016Tracxn
Startups which offer backup storage solutions for enterprises emerged as the top funded business model of the year in the enterprise storage sector, accounting for 40% ($371M) of the total funding secured by the sector. The backup storage business model also witnessed a 70% YoY rise.
Tracxn Research - Smart Cars Landscape, January 2017Tracxn
With most self-driving car makers expected to rollout fully autonomous versions by 2021, funding into vision-based technologies (a crucial component of smart cars) has gathered steam.
Tracxn Research Ad Tech Landscape, October 2016Tracxn
Investments in the adtech industry are driven by mobile, digital video, cross-screen advertising and programmatic buying targeting specific sectors or audience groups.
Tracxn Research — Big Data Infrastructure Landscape, September 2016Tracxn
Following a rather muted 2015, the year 2016 witnessed an impressive bounce back by the big data sector, with a total funding of $1.1B secured in 37 rounds.
Tracxn Research — Ecommerce Enablers Landscape, November 2016Tracxn
The total M&A activity in the year to date was valued at more than $8.5B (excluding undisclosed acquisitions), while total investments were valued at $921M.
Tracxn Research — Enterprise Storage Landscape, November 2016Tracxn
Startups which offer backup storage solutions for enterprises emerged as the top funded business model of the year in the enterprise storage sector, accounting for 40% ($371M) of the total funding secured by the sector. The backup storage business model also witnessed a 70% YoY rise.
Tracxn Research - Smart Cars Landscape, January 2017Tracxn
With most self-driving car makers expected to rollout fully autonomous versions by 2021, funding into vision-based technologies (a crucial component of smart cars) has gathered steam.
Tracxn Research — Business Intelligence Landscape, September 2016Tracxn
Tracxn's Business Intelligence 2016 report covers companies that develop and provide Business Intelligence (BI) & Analytics software. It also covers prominent industry specific BI solutions.
Tracxn Research — Mobile Dev Tools Landscape, November 2016Tracxn
$747M has been invested in the mobile devtools space in 2015/16, with investments in MADP (mobile application development platforms, $128M), and app prototyping ($56M) startups peaking this year.
Tracxn Research — Crowdfunding Landscape, November 2016Tracxn
Equity and reward based crowdfunding platforms were also the top funded business models in this sector from a historical perspective so far. The sector also witnessed acquisition activity with three buyout deals. Y Combinator, 500 Startups, Collaborative Fund, SV Angel and Techstars emerged as the most active investors by deal volume.
Tracxn Research — Enterprise Collaboration Landscape, November 2016Tracxn
Investments in the year to date rose by 10% YoY, to $1.1B, as the enterprise collaboration space goes through a shift from a document centric to a conversational model.
Tracxn Research — Investment Tech Landscape, October 2016Tracxn
A number of Asian companies are among top funded in the last one year - Guangzhou-based Zhiniu8 ($150M, Series C), Singapore-based M-DAQ ($95M, Series C), Beijing-based Jusfoun Big Data ($76M, Series C), and Shanghai-based Madai Licai ($65M, PE) accounted for the top investments in the last year.
Tracxn Research — Self Learning Landscape, November 2016Tracxn
The report encompasses online course providers operating both marketplace and in-house business models, platforms where tutors can create and sell content, MOOCs, and online course and MOOC aggregators.
Tracxn Research — Customer Service Software Landscape, November 2016Tracxn
The report encompasses companies which provide software and platform enabled customer services during and after the purchase of products or services for both B2C and B2B organizations.
Tracxn Research — Fitness and Wellness Landscape, October 2016Tracxn
While startups focused on apps, devices and software platforms focused on physical health have attracted $2.7B, mental health startups, focused on sleep and stress management have only attracted $182M.
Tracxn Report: Education IT Landscape June 2016Tracxn
Learning management systems, personalised learning platforms, classroom management, assessment platforms, and virtual classrooms are among top business models in Education IT.
Tracxn Research: Healthcare Analytics Startup Landscape, July 2016Tracxn
Government launches the first of what would become 3,000,000 acres of land confiscations from Māori in Waikato, Taranaki, Bay of Plenty, and Hawke's Bay.
Tracxn Research — Business Intelligence Landscape, September 2016Tracxn
Tracxn's Business Intelligence 2016 report covers companies that develop and provide Business Intelligence (BI) & Analytics software. It also covers prominent industry specific BI solutions.
Tracxn Research — Mobile Dev Tools Landscape, November 2016Tracxn
$747M has been invested in the mobile devtools space in 2015/16, with investments in MADP (mobile application development platforms, $128M), and app prototyping ($56M) startups peaking this year.
Tracxn Research — Crowdfunding Landscape, November 2016Tracxn
Equity and reward based crowdfunding platforms were also the top funded business models in this sector from a historical perspective so far. The sector also witnessed acquisition activity with three buyout deals. Y Combinator, 500 Startups, Collaborative Fund, SV Angel and Techstars emerged as the most active investors by deal volume.
Tracxn Research — Enterprise Collaboration Landscape, November 2016Tracxn
Investments in the year to date rose by 10% YoY, to $1.1B, as the enterprise collaboration space goes through a shift from a document centric to a conversational model.
Tracxn Research — Investment Tech Landscape, October 2016Tracxn
A number of Asian companies are among top funded in the last one year - Guangzhou-based Zhiniu8 ($150M, Series C), Singapore-based M-DAQ ($95M, Series C), Beijing-based Jusfoun Big Data ($76M, Series C), and Shanghai-based Madai Licai ($65M, PE) accounted for the top investments in the last year.
Tracxn Research — Self Learning Landscape, November 2016Tracxn
The report encompasses online course providers operating both marketplace and in-house business models, platforms where tutors can create and sell content, MOOCs, and online course and MOOC aggregators.
Tracxn Research — Customer Service Software Landscape, November 2016Tracxn
The report encompasses companies which provide software and platform enabled customer services during and after the purchase of products or services for both B2C and B2B organizations.
Tracxn Research — Fitness and Wellness Landscape, October 2016Tracxn
While startups focused on apps, devices and software platforms focused on physical health have attracted $2.7B, mental health startups, focused on sleep and stress management have only attracted $182M.
Tracxn Report: Education IT Landscape June 2016Tracxn
Learning management systems, personalised learning platforms, classroom management, assessment platforms, and virtual classrooms are among top business models in Education IT.
Tracxn Research: Healthcare Analytics Startup Landscape, July 2016Tracxn
Government launches the first of what would become 3,000,000 acres of land confiscations from Māori in Waikato, Taranaki, Bay of Plenty, and Hawke's Bay.
Tracxn Mobile Payments Startup Landscape, September 2016Tracxn
The mobile payments sector saw a 72% year-on-year rise in average investment ticket size at the Series B stage, an indicator that funding is not a problem for startups with sound and sustainable business models, irrespective of the global funding scenario.
Tracxn FinTech SEA Startup Landscape, July 2016Tracxn
Our FinTech SouthEast Asia Report covers FinTech trends and investments in Singapore, Indonesia, Malaysia, Thailand, Philippines, and Vietnam, with exhaustive Q&A’s with the leadership team at East Ventures and Lenddo.
Tracxn Research — Artificial Intelligence Startup Landscape, September 2016Tracxn
Notable investments in 2016 include antivirus and endpoint protection vendor Cylance ($100M Series D), Digital Reasoning ($40M, Series D), and Globality, ($27M, Series B).
Tracxn Research — Immuno-Oncology Landscape, September 2016Tracxn
In 2015/16, five startups in this space — Stemcentrx, Gritstone Oncology, Hengrui Therapeutics, and Zai Lab secured big ticket funding rounds of $100 million and above.
Tracxn Research - 3D Printing Landscape, September 2016Tracxn
Healthcare, printer matching services, and marketplaces for 3D printed objects are some of the large business models emerging out of the 3D printing landscape, which has witnessed three of the largest years by funding from 2014 to 2016.
BootstrapLabs - Tracxn Report - artificial intelligence for the Applied Arti...BootstrapLabs
This report covers companies that provide the infrastructure for creating Artificial Intelligence. These Infrastructure companies include those working on Machine Learning, Deep Learning based platforms, libraries. Some of theses companies also provide platforms for Natural Language Processing and Visual Recognition. In the Applications section, the report covers companies leveraging AI techniques to build applications tailored for end use in Enterprise, Industry & Consumer sectors.
Over $1B has been invested in AI-Infrastructure startups since 2010 with ¬$340M being invested in 2015. Over $7.5B has been invested in AI-Applications startups since 2010 with $2.3B being invested in 2015.
Tracxn Startup Research: Data as a Service Landscape, August 2016Tracxn
The top three funded sub-sectors till date are market intelligence (149 investments, $1.3B), financial data providers (158 investments, $1.2B), and geospatial data providers.
Tracxn research - PaaS Landscape, December 2016Tracxn
Serverless platforms, an emerging business model in cloud computing has received funding for the first time, with Serverless and GalacticFog receiving funding in this year.
Tracxn Research - Finance and Accounting Landscape, August 2016Tracxn
$3.3B has been invested in the finance and accounting startup landscape in 2015/2016, which witnessed the highest funding activity in 2015 ($2.6B, 124 rounds).
Tracxn Research — Home Improvements Landscape, December 2016Tracxn
Companies using AR, VR, and 3D rendering technology for visualization of furniture saw almost a 3X spike in funding in 2016, from $12.6M in 2015, to $49.5M in 2016.
Tracxn Research — Marketing Tech Landscape, September 2016Tracxn
The report covers companies that provide tools for marketers to create, manage and analyse their marketing campaigns across multiple channels ranging from email and social media to mobile.
Tracxn Research - Event Management Landscape, January 2017Tracxn
Local event discovery platforms secured 90% of the total funding. 2016 marked a sector peak for this sector in term of total funding. The sector also witnessed 20 acquisition deals.
Tracxn Startup Research: Alternative Lending Landscape, September 2016Tracxn
This report covers lending companies which operate through an online platform and use alternative data points for credit scoring. It also covers ecosystem of companies that enable alternative lending.
Tracxn Big Data Analytics Landscape Report, June 2016Tracxn
New Enterprise Associates, Andreessen Horowitz, Accel Partners, Intel Capital and Khosla Ventures are the top 5 investors in big data analytics, with over 10 investments each.
Tracxn Research — Insurance Tech Landscape, October 2016Tracxn
Our insurance tech report features an exhaustive Q&A with Patrick Kershaw and John Massey, Managing Partners at Leo Tech, and Andrea Traversone, Partner at Amadeus Capital Partners, who share their perspectives on market trends, investment outlook, areas of disruption, and more.
Tracxn Research - Chatbots Landscape, February 2017Tracxn
Deal volume and total dollars invested in the chatbots landscape rose by 108% and 129% respectively in 2016, with 192 chatbot startups setting up shop in 2016.
Tracxn Research: Enterprise Collaboration Landscape, August 2016Tracxn
File synchronisation and sharing (Box, Dropbox), conferencing (BlueJeans Network, Fuze), and messaging and chat room (Slack, Symphony) are the top three business models, each having seen over a billion dollars in investments.
Check out @Tracxn's #curated latest #startup activity in #Tech https://tracxn.com/fm/dl/bKI1O1eugykx
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Tracxn's proprietary #taxonomy brings to you top #BusinessModels in Top Business Models in Sustainability Tech Report https://tracxn.com/fm/dl/Gymr7Akd3ybI
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Tracxn - Southeast Asia Tech Monthly Funding ReportTracxn
Check out @Tracxn's latest #GeoMonthlyReport on #Tech https://tracxn.com/platform/file-manager/file/ZmlsZUlkPXVXcUhGUzFsa0Z0ZzI5cXQ2TUdhQ2VVeTBBWHY1aGFjemFjZFdDTWpfTlU%3D
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Tracxn - Top Business Models in Sustainability Tech - 26 Oct 2023Tracxn
Tracxn's proprietary #taxonomy brings to you top #BusinessModels in Top Business Models in Sustainability Tech Report https://tracxn.com/fm/dl/MnFvJ6UKhc9y
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Tracxn - United States Tech Monthly Funding ReportTracxn
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Tracxn - Top Business Models in High Tech - 27 Oct 2023Tracxn
Today's top #BusinessModel report is on Top Business Models in High Tech Report https://tracxn.com/platform/file-manager/file/ZmlsZUlkPUx5U0Qya01PRm9QbHJCTUM0UG9QVFJUeWJselF0RHJzSGU0dFlWMG5uWEk%3D
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Tracxn - Top Business Models in Vietnam Tech - 20 Oct 2023Tracxn
Here's a detailed analysis of top #BusinessModels in https://tracxn.com/platform/file-manager/file/ZmlsZUlkPVBXM1h4Sk53ZEJ6YTh0LWZMQkFtZ2kzaGk0X2JIV1gyVXduQjFMUVBXVnM%3D
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Tracxn - Top Business Models in Singapore Tech - 19 Oct 2023Tracxn
We are back with our latest report on top #BusinessModels in based on #Tracxn's #proprietary #taxonomy https://tracxn.com/platform/file-manager/file/ZmlsZUlkPVM4dk1Sa0E0SnBLWlVvQ2pOZ3pSbVhNYzFQYWhOdW1xay1oMkZ5a05sZms%3D
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Tracxn - Top Business Models in New Zealand Tech - 19 Oct 2023Tracxn
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Tracxn - Top Business Models in United Kingdom Tech - 18 Oct 2023Tracxn
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Tracxn -Top Business Models in Transportation and Logistics Tech - 17 Oct 2023Tracxn
Tracxn's proprietary #taxonomy brings to you top #BusinessModels in Top Business Models in Transportation and Logistics Tech Report https://tracxn.com/platform/file-manager/file/ZmlsZUlkPVBPc1FQMG5DTmM2TnZwUDY4MXJmOXhFYmNZVHFJQW9jS3pURURaQ1F2MWc%3D
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Tracxn - United Kingdom Tech Monthly Funding ReportTracxn
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Tracxn - Top Business Models in Sustainability Tech - 26 Oct 2023Tracxn
Today's top #BusinessModel report is on Top Business Models in Sustainability Tech Report https://tracxn.com/platform/file-manager/file/ZmlsZUlkPXJkUTJQSW56TEZpVU9BamlmWlpzY2dyMFVSNjJrU2NLcndfM3ZGUWZSRDg%3D
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Tracxn - United States Tech Monthly Funding ReportTracxn
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Explore our comprehensive data analysis project presentation on predicting product ad campaign performance. Learn how data-driven insights can optimize your marketing strategies and enhance campaign effectiveness. Perfect for professionals and students looking to understand the power of data analysis in advertising. for more details visit: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/
Opendatabay - Open Data Marketplace.pptxOpendatabay
Opendatabay.com unlocks the power of data for everyone. Open Data Marketplace fosters a collaborative hub for data enthusiasts to explore, share, and contribute to a vast collection of datasets.
First ever open hub for data enthusiasts to collaborate and innovate. A platform to explore, share, and contribute to a vast collection of datasets. Through robust quality control and innovative technologies like blockchain verification, opendatabay ensures the authenticity and reliability of datasets, empowering users to make data-driven decisions with confidence. Leverage cutting-edge AI technologies to enhance the data exploration, analysis, and discovery experience.
From intelligent search and recommendations to automated data productisation and quotation, Opendatabay AI-driven features streamline the data workflow. Finding the data you need shouldn't be a complex. Opendatabay simplifies the data acquisition process with an intuitive interface and robust search tools. Effortlessly explore, discover, and access the data you need, allowing you to focus on extracting valuable insights. Opendatabay breaks new ground with a dedicated, AI-generated, synthetic datasets.
Leverage these privacy-preserving datasets for training and testing AI models without compromising sensitive information. Opendatabay prioritizes transparency by providing detailed metadata, provenance information, and usage guidelines for each dataset, ensuring users have a comprehensive understanding of the data they're working with. By leveraging a powerful combination of distributed ledger technology and rigorous third-party audits Opendatabay ensures the authenticity and reliability of every dataset. Security is at the core of Opendatabay. Marketplace implements stringent security measures, including encryption, access controls, and regular vulnerability assessments, to safeguard your data and protect your privacy.
Adjusting primitives for graph : SHORT REPORT / NOTESSubhajit Sahu
Graph algorithms, like PageRank Compressed Sparse Row (CSR) is an adjacency-list based graph representation that is
Multiply with different modes (map)
1. Performance of sequential execution based vs OpenMP based vector multiply.
2. Comparing various launch configs for CUDA based vector multiply.
Sum with different storage types (reduce)
1. Performance of vector element sum using float vs bfloat16 as the storage type.
Sum with different modes (reduce)
1. Performance of sequential execution based vs OpenMP based vector element sum.
2. Performance of memcpy vs in-place based CUDA based vector element sum.
3. Comparing various launch configs for CUDA based vector element sum (memcpy).
4. Comparing various launch configs for CUDA based vector element sum (in-place).
Sum with in-place strategies of CUDA mode (reduce)
1. Comparing various launch configs for CUDA based vector element sum (in-place).
Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
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Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
As Europe's leading economic powerhouse and the fourth-largest hashtag#economy globally, Germany stands at the forefront of innovation and industrial might. Renowned for its precision engineering and high-tech sectors, Germany's economic structure is heavily supported by a robust service industry, accounting for approximately 68% of its GDP. This economic clout and strategic geopolitical stance position Germany as a focal point in the global cyber threat landscape.
In the face of escalating global tensions, particularly those emanating from geopolitical disputes with nations like hashtag#Russia and hashtag#China, hashtag#Germany has witnessed a significant uptick in targeted cyber operations. Our analysis indicates a marked increase in hashtag#cyberattack sophistication aimed at critical infrastructure and key industrial sectors. These attacks range from ransomware campaigns to hashtag#AdvancedPersistentThreats (hashtag#APTs), threatening national security and business integrity.
🔑 Key findings include:
🔍 Increased frequency and complexity of cyber threats.
🔍 Escalation of state-sponsored and criminally motivated cyber operations.
🔍 Active dark web exchanges of malicious tools and tactics.
Our comprehensive report delves into these challenges, using a blend of open-source and proprietary data collection techniques. By monitoring activity on critical networks and analyzing attack patterns, our team provides a detailed overview of the threats facing German entities.
This report aims to equip stakeholders across public and private sectors with the knowledge to enhance their defensive strategies, reduce exposure to cyber risks, and reinforce Germany's resilience against cyber threats.
3. Business Intelligence Report – December 20163
Contents
Topic Page No.
Scope of Report 04
Entrepreneur Activity 06
Investment Trend 12
Who is Investing 23
Exit Outlook - IPO, Acquisitions 27
Sub Sector Analysis 31
Interesting Companies 49
Useful Links 68
Company List 71
Team 295
4. Business Intelligence Report – December 20164
Sector Overview
Scope of report
This report covers companies providing software solution for enterprises to gather, analyze and visualize data and gain insights for informed decision
making. The companies included may provide any of the following solutions: business intelligence suites for structured and unstructured data, data
preparation, data integration, data cataloguing, data visualization, reporting and dashboards. It also includes companies offering advanced analytical
solutions like predictive analytics, text analytics, web analytics, search analytics, social media analytics, video analytics etc. Further, the companies are
categorized based on the data analytics and visualization solution for specific support functions like finance and accounting, marketing, sales,
operations, HR etc. and also industry specific software solution for fintech, healthcare, supply chain, retail etc.
This report does not include companies offering any sort of analytics services and consulting services for the implementation and deployment of
analytical solutions. It also excludes resellers which could be marketing and selling a product through a partnership with the original product company.
This report focuses on the following sub-sectors:
The scope of this report includes equity as well as debt funding received by the companies.
Disclaimer: The information and data in the report is based on global developments tracked in the sector till November 24, 2016. This is to categorically state
that any events and relevant developments after the said date will not reflect in the report.
Business Model Description
Suites
Includes companies offering software solution that covers the full value chain of business intelligence starting from data discovery &
integration through analytics to visualization.
Data Preparation
Includes companies offering software solution that enable companies to extract, transform and load (ETL) data, catalogue and
integrate data from disparate data sources.
Data Visualization Includes software companies offering visual analytics, reporting and dashboard solutions.
Advanced Analytics
Includes companies offering software to perform predictive analytics, web analytics, search & text analytics, social media analytics,
video analytics using advanced analytical techniques
BI Verticals Includes software focused on a particular support functions like marketing, HR, Operations etc.
5. Business Intelligence Report – December 2016
Scope of Report
Entrepreneur Activity
Investment Trend
Who is Investing
Exit Outlook - IPO, Acquisitions
Sub Sector Analysis
Interesting Companies
Useful Links
Company List
Team
5
6. Business Intelligence Report – December 2016
100
126
204
239
251
230
63
0
60
120
180
240
300
2010 2011 2012 2013 2014 2015 2016
NumberofCompanies
6
YoY – Number of companies founded
Domo Looker Voyager Labs Clarifai DataScience Notion Hyper Anna
Alteryx Platfora ThoughtSpot 6sense Rocana DemandJump Sagacito
7. Business Intelligence Report – December 20167
Large Upcoming Sectors
No. of Companies
Founded
Average
Age
No. of Companies
Funded
Business Model
Total
Funding
Example
25 Aug-2012 15
Visualization Tools > Natural Language
Search
$114M thoughtspot.com
ThoughtSpot
2012, Palo Alto
42 Jun-2012 24
BI Verticals > Sales > Customer
Success
$300M gainsight.com
Gainsight
2009, Redwood City
23 May-2012 8 BI Verticals > Operation > Fintech $17M quantaverse.net
Valen
2004, Denver
49 Jan-2012 16
Advanced Analytics > Social Media
Analytics
$77M datasift.com
DataSift
2010, Reading
37 Jan-2012 19 BI Verticals > Marketing > Retail $162M manthan.com
ManthanRetail
2004, Bangalore
112 Jun-2011 63 BI Verticals > Sales $1.3B insidesales.com
InsideSales.com
2004, Provo
249 May-2011 136 BI Verticals > Marketing $1.4B vennli.com
Vennli
2013, South Bend
8. Business Intelligence Report – December 20168
Large Upcoming Sectors
No. of Companies
Founded
Average
Age
No. of Companies
Funded
Business Model
Total
Funding
Example
75 May-2011 37
BI Verticals > Operation > Retail >
Instore
$325M retailnext.net
RetailNext
2007, San Jose
35 Apr-2011 19 BI Verticals > Marketing > eCommerce $132M clavisinsight.com
Clavis Insight
2007, Dublin
160 Feb-2011 93 BI Verticals > Marketing > Horizontal $1.0B marketshare.com
MarketShare
2005, Los Angeles
28 Feb-2011 8 Mobile BI $66M mobiport.io
Roambi
2008, Solana Beach
24 Jan-2011 8 BI Verticals > Operation > Healthcare $32M treatwellapp.com
TreatWell
2015, Bangalore
111 Sep-2010 51 BI Verticals > Operation > Retail $496M blue-yonder.com
Blue Yonder
2008, Karlsruhe
238 Jul-2010 94 BI Verticals > Operation $678M thinkin.io
thinkin
2015, Trento
9. Business Intelligence Report – December 20169
Large Upcoming Sectors
No. of Companies
Founded
Average
Age
No. of Companies
Funded
Business Model
Total
Funding
Example
57 Jul-2010 34
BI Verticals > Marketing > Horizontal >
Predictive
$374M quantifind.com
Quantifind
2009, Menlo Park
287 May-2010 85 Visualization Tools $1.4B silkapp.com
Silk
2010, San Francisco
75 Feb-2010 21 Visualization Tools > Visual Analytics $955M domo.com
Domo
2010, American Fork
18 Feb-2010 10
BI Verticals > Operation > Supply
Chain
$59M loginextsolutions.com
LogiNext
2013, Mumbai
153 Nov-2009 38
Visualization Tools > Reporting &
Dashboard
$98M
icharts
2008, Sunnyvale
119 Sep-2009 48 Advanced Analytics > Text Analytics $75M odintext.com
OdinText
2005, New York City
80 Sep-2009 27 Advanced Analytics > Web Analytics $357M voyagerlabs.co
Voyager Labs
2012, Hod Hasharon
10. Business Intelligence Report – December 201610
Niche Upcoming Sectors
No. of Companies
Founded
Average
Age
No. of Companies
Funded
Business Model
Total
Funding
Example
12 Nov-2012 10 Advanced Analytics > Video Analytics $55M viisights.com
viisights
2014, Tel Aviv
12 Feb-2012 4 BI Verticals > HR > Recruitment $8M talentiq.co
TalentIQ
2015, San Francisco
5 Jan-2012 2
BI Verticals > Marketing > Horizontal >
Prescriptive
$29M rais.io
Rais
2015, London
8 Sep-2011 4 Data Preparation > Cataloguing $141M tamr.com
Tamr
2012, Cambridge
10 Aug-2011 6
Visualization Tools > Modeling
Language
$192M
Looker
2011, Santa Cruz
10 Feb-2011 4 Data Preparation > BigData $200M trifacta.com
Trifacta
2012, San Francisco
15 Jun-2009 4 Advanced Analytics > Data Models $1M zedac.net
Zedac
2016, Gurgaon
11. Business Intelligence Report – December 2016
Scope of Report
Entrepreneur Activity
Investment Trend
Who is Investing
Exit Outlook - IPO, Acquisitions
Sub Sector Analysis
Interesting Companies
Useful Links
Company List
Team
11
12. Business Intelligence Report – December 201612
YoY – Number of Rounds and Total Funding
Note: The funding excludes debt and post IPO rounds.
$313M
$265M $281M
$406M
$559M
$1.2B
$1.4B
$2.1B
$1.4B
46 43
64
92
125
179
186
198
143
0
50
100
150
200
250
0
500
1000
1500
2000
2500
2008 2009 2010 2011 2012 2013 2014 2015 2016
NumberofRounds
FundingAmount(inMillions)
Funding Amount Number of Rounds
13. Business Intelligence Report – December 201613
YoY – Number of Rounds by Stage
49
64
81 77 82
57
30
42
71 79
83
5710
18
22
27
28
29
0
50
100
150
200
250
2011 2012 2013 2014 2015 2016
NumberofRounds
Seed Early Late
14. Business Intelligence Report – December 201614
YoY – Funding by Stage
$45M $45M $70M $67M $62M $47M
$239M $253M
$589M $583M
$734M
$490M
$104M
$261M
$471M
$783M
$1.1B
$843M
0
500
1000
1500
2000
2500
2011 2012 2013 2014 2015 2016
TotalFundingAmount(inMillions)
Seed Early Late
15. Business Intelligence Report – December 201615
Average Ticket Size – Early Stage
$0.8M $1.0M $1.0M $1.1M $1.1M $1.2M
$7.7M
$5.2M $5.5M $5.6M
$7.8M
$4.7M
$9.1M
$14.0M
$16.9M
$14.1M
$14.7M
$15.7M
0.0
3.6
7.2
10.8
14.4
18.0
2011 2012 2013 2014 2015 2016
FundingAmount(inMillions)
Seed Series A Series B
16. Business Intelligence Report – December 201616
Top investments in last one year
Company
Funding
Amount
Round
Name
Date Investors
domo.com
Domo
(American Fork, 2010)
$131M Series D Mar-2016 BlackRock, Credit Suisse
voyagerlabs.co
Voyager Labs
(Hod Hasharon, 2012)
$100M PE Nov-2016 Horizons Ventures
anaplan.com
Anaplan
(San Francisco, 2006)
$90M Series E Jan-2016
Baillie Gifford, Founders Circle, Harmony Partners, Brookside Capital, Coatue, DFJ
Growth, Granite Ventures, Meritech Capital, Salesforce, Sands Capital, Shasta Ventures
gainsight.com
Gainsight
(Redwood City, 2009)
$50M Series D Nov-2015
Insight Venture Partners, Battery Ventures, Bain Capital Ventures, Bessemer Venture
Partners, Lightspeed Venture Partners, Summit Partners, Salesforce
sisense.com
Sisense
(Tel Aviv, 2004)
$50M Series D Jan-2016 Bessemer Venture Partners
thoughtspot.com
ThoughtSpot
(Palo Alto, 2012)
$50M Series C May-2016 General Catalyst Partners, Khosla Ventures, Lightspeed China Partners
looker.com
Looker
(Santa Cruz, 2011)
$48M Series C Jan-2016 KPCB, Redpoint Ventures, Meritech Capital, Sapphire Ventures
automotivemastermind.co
m
Automotive
Mastermind
(New York City, 2012)
$45M Series B Nov-2016 JMI Management
17. Business Intelligence Report – December 201617
Top investments in last one year
Company
Funding
Amount
Round
Name
Date Investors
snaplogic.com
SnapLogic
(San Mateo, 2006)
$38M Series E Dec-2015 Microsoft, Silver Lake
coveo.com
Coveo
(Quebec City, 2005)
$35M Series D Nov-2015
iqventureadvisors.com, Tandem Expansion Fund, BDC Capital, Fonds de solidarite FTQ,
Telesystem
trifacta.com
Trifacta
(San Francisco, 2012)
$35M Series D Feb-2016 Accel Partners, Greylock Partners, Ignition Partners, Cathay Capital
paxata.com
Paxata
(Redwood City, 2012)
$34M Series D Oct-2016
Intel Capital, Microsoft Ventures, Cisco Investments, Telekom Capital, Airtree, EDBI, In-
Q-Tel, Accel Partners
datarobot.com
DataRobot
(Boston, 2012)
$33M Series B Feb-2016
NEA, Accomplice, Intel Capital, IA Venttures, Recruit Strategic Partners, New York Life
Insurance
datorama.com
Datorama
(Tel Aviv, 2012)
$32M Series C Sep-2016 Lightspeed Venture Partners, Innovation Endeavors, Marker
attivio.com
Attivio
(Newton, 2007)
$31M Series D Mar-2016 Oak Investment Partners, tenave.com
clarifai.com
Clarifai
(New York City, 2013)
$30M Series B Oct-2016
Menlo Ventures, Union Square Ventures, Lux Capital, Qualcomm Ventures, Osage
University Partners
18. Business Intelligence Report – December 201618
Top investments in last one year
Company
Funding
Amount
Round
Name
Date Investors
platfora.com
Platfora
(San Mateo, 2011)
$30M Series C Dec-2015
Harmony Partners, Allegis Capital, Andreessen Horowitz, Battery Ventures, Citi, Sutter
Hill Ventures, Tenaya Capital, Cisco Investments
quantifind.com
Quantifind
(Menlo Park, 2009)
$30M Series C Feb-2016
Cathay Capital, Redpoint Ventures, AME Cloud Ventures, Iris Capital, US Venture
Partners, Comcast Ventures
venasolutions.com
Vena Solutions
(Toronto, 2011)
$30M Series B Jul-2016 Centana Growth
yonghongtech.com
YongHongTech
(Beijing, 2012)
$30M Series C Jul-2016
iResearch, Shenzhen Oriental Fortune Capital Management, Tencent, Genesis Capital,
Matrix Partners China
fusionops.com
FusionOps
(Sunnyvale, 2005)
$25M Series C Apr-2016 Georgian Partners, NEA
periscopedata.com
Periscope Data
(San Francisco, 2012)
$25M Series B Nov-2016
Draper Fisher Jurvetson, Bessemer Venture Partners, Susa Ventures, Innovation
Endeavors, AngelPad
predictix.com
Predictix
(Atlanta, 2005)
$25M Series B Jan-2016 Infor
treasuredata.com
Treasure Data
(Mountain View, 2011)
$25M Series C Nov-2016
SoftBank, Innovation Network Corporation of Japan, Scale Venture Partners, Sierra
Ventures, AME Cloud Ventures, IT-Farm, Dentsu Digital Holdings
19. Business Intelligence Report – December 201619
Top investments in last one year
Company
Funding
Amount
Round
Name
Date Investors
zoomdata.com
Zoomdata
(Reston, 2012)
$25M Series C Feb-2016
Goldman Sachs, Comcast Ventures, Accel Partners, Columbus Nova Technology
Partners, NEA, Razor's Edge Ventures
cloudability.com
Cloudability
(Portland, 2011)
$24M Series B Jun-2016 Foundry Group
datascience.com
DataScience
(Culver City, 2014)
$22M Series A Dec-2015 whitehartventures.com/
cognitivescale.com
Cognitive Scale
(Austin, 2013)
$22M Series B Aug-2016 Norwest Venture Partners, Intel Capital
lucidworks.com
Lucidworks
(Redwood City, 2007)
$21M Series D Nov-2015 Allegis Capital, Shasta Ventures, Granite Ventures
euclidanalytics.com
Euclid Analytics
(Palo Alto, 2010)
$20M Series C Jan-2016 Cox Enterprises, Benchmark Capital, NEA, Harrison Metal, Gold Sky Capital
optimove.com
Optimove
(Tel Aviv, 2009)
$20M PE Sep-2016 Israel Growth Partners
interana.com
Interana
(Menlo Park, 2012)
$18M Series B Nov-2016 Vertex Ventures, Battery Ventures, Data Collective, Index Ventures, Fuel Capital
20. Business Intelligence Report – December 201620
Top investments in last one year
Company
Funding
Amount
Round
Name
Date Investors
mparticle.com
mParticle
(New York City, 2012)
$18M Series B Oct-2016 Bain Capital, Social Capital
rapidminer.com
RapidMiner
(Cambridge, 2006)
$16M Series C Jan-2016
Nokia Growth Partners, Ascent Venture Partners, Earlybird, Longworth Venture
Partners, Open Ocean
waterlinedata.com
Waterline Data
(Mountain View, 2013)
$16M Series B Feb-2016 Partech Ventures, Infosys, Menlo Ventures, Jackson Square Ventures
mparticle.com
mParticle
(New York City, 2012)
$15M Series A Nov-2015 Social Capital, Bowery Capital, Eniac Ventures, Golden
mintigo.com
Mintigo
(Raanana, 2009)
$15M Series D Apr-2016 Sequoia Capital
yonghongtech.com
YongHongTech
(Beijing, 2012)
$15M Series B Dec-2015 Shenzhen Oriental Fortune Capital Management, iResearch, Matrix Partners China
dataiku.com
Dataiku
(Paris, 2012)
$14M Series A Oct-2016 FirstMark Capital, Alven Capital, Serena Capital
boxever.com
Boxever
(Dublin, 2011)
$12M Series B Jan-2016 Polaris Partners, Frontline Ventures, Silicon Valley Bank
21. Business Intelligence Report – December 201621
Funnel view of Sector
Percent of
Previous
41%
57%
40%
182
96
168
417
727
1755
0 400 800 1200 1600 2000
M&A & IPO
Late
Series B
Series A
Funded
Founded
Number of Companies
22. Business Intelligence Report – December 2016
Scope of Report
Entrepreneur Activity
Investment Trend
Who is Investing
Exit Outlook - IPO, Acquisitions
Sub Sector Analysis
Interesting Companies
Useful Links
Company List
Team
22
23. Business Intelligence Report – December 201623
Most Active Investors in Sector
23
17
16
15 15
14 14
13
12 12
0
5
10
15
20
25
Techstars Accel Partners NEA Andreessen
Horowitz
Sequoia Salesforce Y Combinator Western
Technology
Battery Ventures In-Q-Tel
TotalNumberofRounds
Reflect Technologies Trifacta Pentaho Tidemark Roambi Anaplan Segment Radius Sisense Platfora
StyleSage RelateIQ Zoomdata GoodData Pyramid Analytics Domo Prayas Analytics SnapLogic GainSight Paxata
26. Business Intelligence Report – December 2016
Scope of Report
Entrepreneur Activity
Investment Trend
Who is Investing
Exit Outlook - IPO, Acquisitions
Sub Sector Analysis
Interesting Companies
Useful Links
Company List
Team
26
27. Business Intelligence Report – December 201627
Top IPOs in last three years
IPO Date Company Overview
Funding
Amount
Mcap at IPO
Exch:Ticker
Jan-2014 expertsystem.com
Expert System
(Modena, 2000)
Business intelligence provider
IMI Fondi Chiusi SGR EXSY
Jan-2014 rosslynanalytics.co
m
Rosslyn Analytics
(London Borough Of Bromley, 2007)
Data management and analytics
IQ Capital Partners $4.8M RDT
30. Business Intelligence Report – December 2016
Scope of Report
Entrepreneur Activity
Investment Trend
Who is Investing
Exit Outlook - IPO, Acquisitions
Sub Sector Analysis
Interesting Companies
Useful Links
Company List
Team
30
31. Business Intelligence Report – December 201631
December 2016Tracxn BlueBox : Business Intelligence
1755 companies in the sector, with total $8.78B, $3.53B invested in 2015/16
32. Business Intelligence Report – December 201632
Top Business Models by Funding
$4.4B
$1.7B
$1.4B
$878M
$285M
$59M
0
1000
2000
3000
4000
5000
BI Verticals Advanced Analytics Visualization Tools Data Preparation Suites Mobile BI
TotalFundingAmount(inMillions)
# Cos. 746 498 286 101 95 28
Avg. Age Jul-10 Aug-09 Apr-10 Jul-08 Jun-04 Feb-11
Anaplan Alteryx Domo Talend
Zoomdata
Roambi
InsideSales.com Predictive Technologies Birst Inc. Attivio Chartcube
YongHongTech
48. Business Intelligence Report – December 2016
Scope of Report
Entrepreneur Activity
Investment Trend
Who is Investing
Exit Outlook - IPO, Acquisitions
Sub Sector Analysis
Interesting Companies
Useful Links
Company List
Team
4848
49. Business Intelligence Report – December 2016
Company Overview
Business
Model
fusioncharts.com
FusionCharts
(2002, Kolkata)
Data visualization products
Visualization Tools > Reporting Tools
aissel.com
Aissel
(2010, Hubli)
Business Intelligence and KOL Management software for healthcare and
pharma. BI Verticals > Marketing > Healthcare
surukam.com
Surukam Analytics
(2014, Chennai)
NLP and machine learning solution tool
Advanced Analytics > Text Analytics
saasli.com
Saasli
(2015, Toronto)
Proactive account engagement
BI Verticals > Sales > Customer Success
clearpredictions.com
ClearPredictions
(2015, Tilburg)
Predictive Analytics platform as a service
BI Verticals > Sales > Customer Success
metricsco.com
Metricsco
(2015, Miami)
Customer retention analytics
BI Verticals > Sales > Customer Success
perfectleads.com
Perfect Leads
(2015, Los Angeles)
Lead Generation platform based on AI for Sales
BI Verticals > Sales
rockmetric.com
Rockmetric
(2015, Mumbai)
Cloud hosted customer analytics solution
Advanced Analytics > Web Analytics
49
Interesting Unfunded Companies
Curated list of companies by the sector analyst are defined as Interesting
67. Business Intelligence Report – December 2016
Scope of Report
Entrepreneur Activity
Investment Trend
Who is Investing
Exit Outlook - IPO, Acquisitions
Sub Sector Analysis
Interesting Companies
Useful Links
Company List
Team
67
68. Business Intelligence Report – December 201668
Useful Links
Slide Title Content Platform Link
List of All Companies in readable format Companies Link
Large Upcoming Sectors Entrepreneur Activity Link
Niche Upcoming Sectors Entrepreneur Activity Link
Top investments in last one year Investment Trend Link
Major Acquisitions in last one year Exit Outlook - IPO, Acquisitions Link
Top Funded Deadpooled Companies Companies Link
70. Business Intelligence Report – December 2016
Scope of Report
Entrepreneur Activity
Investment Trend
Who is Investing
Exit Outlook - IPO, Acquisitions
Sub Sector Analysis
Interesting Companies
Useful Links
Company List
Team
70
71. Business Intelligence Report – December 201671
Business Intelligence – Company List
BI Verticals
Advanced
Analytics
Visualization
Tools
Data
Preparation
Suites Mobile BI
727 FUNDED COMPANIES AND 1027 UNFUNDED COMPANIES
COVERS THE FOLLOWING SECTORS
72. Business Intelligence Report – December 201672
BI Verticals (1/94)
Company Overview Business Model Total Funding
AXON INSIGHT
(2014, Zurich)
Network intelligence
JadeTrack
(2011, Powell)
Sustainability Performance Management
CSR $312k
Cause IQ
(2013, Washington)
BI analytics tools for NonProfits
CSR
Sicasoft
(2015, Chicago)
Sustainability, Analytics, Management and Reporting Software
CSR
Cloudability
(2011, Portland)
Financial Management Tool for the Cloud
First Round Capital, 500 Startups, Foundry Group, Trinity Ventures,
Techstars, Data Collective, Walden Venture Capital, SK Ventures,
Peninsula Ventures, PIE, Wieden+Kennedy
Finance and Accounting $44.03M
SignalDemand
(2004, San Francisco)
Margin Optimization Software
General Catalyst Partners, Catamount Ventures, InterWest Partners,
Hummer Winblad Venture Partners
Finance and Accounting $37.5M
Spikes Cavell
(1991, Berkshire)
Data analytics and Business Intelligence Platform for Public Sector
Dawn Capital, IQ Capital Partners Finance and Accounting $4.6M
Star Analytics
(2004, San Mateo)
Finance Automation and Integration Software
Lightspeed China Partners, Hummer Winblad Venture Partners Finance and Accounting $3.5M
Go to BM List >> Advanced Analytics
73. Business Intelligence Report – December 201673
BI Verticals (2/94)
Company Overview Business Model Total Funding
iLumen
(2000, Atlanta)
Customized business intelligence
Finance and Accounting $2.79M
Cashforce
(2012, New York City)
Cash management & forecasting platform
Techstars, Barclays Accelerator, Volta Ventures, Pamica Finance and Accounting $1.09M
Financial Network Analytics
(2010, Helsinki)
Analytics platform provider for FIs
Techfounders Finance and Accounting $532K
Baremetrics
(2013, Panama)
Stripe Analytics & Metrics
General Catalyst Partners Finance and Accounting $500k
CloudKPI
(2014, London)
Key Performance indicator for Saas based businesses.
Finance and Accounting
Derisq
(2014, Philadelphia)
Data analysis and visualization of cash flow and operations
Finance and Accounting
Beegua
(2009, Almere)
Web-based Business Intelligence Solution
MKB & Technofonds Finance and Accounting
Puun.co
(2014, Bangkok)
SaaS-based Virtual Financial Advisor platform powered by Analytics
Finance and Accounting
Go to BM List >> Advanced Analytics
74. Business Intelligence Report – December 201674
BI Verticals (3/94)
Company Overview Business Model Total Funding
mypat
(2014, Istanbul)
Analytics for payments
Finance and Accounting
AlphaSheets
(2015, Boston)
Programmable spread sheets
Project 11 Ventures Finance and Accounting
Dhatim
(2008, Paris)
Predictive analytics for corporate cost optimisation
Finance and Accounting
Koala
(2015, Chelmsford)
SaaS analytics for stripe based subscription businesses
Finance and Accounting
SaaS Metrics
(2014, Paris)
SaaS analytics for stripe - customer metrics analytics
Finance and Accounting
BizMetrics
(2015, San Francisco)
key business metrics for SaaS business.
Finance and Accounting
Saasmetrics
(2015, Brazil)
SaaS metrics analytics
Finance and Accounting
MRR.io
(2016, San Antonio)
Metrics & Analytics for Stripe
Finance and Accounting
Go to BM List >> Advanced Analytics
294. Business Intelligence Report – December 2016
Scope of Report
Entrepreneur Activity
Investment Trend
Who is Investing
Exit Outlook - IPO, Acquisitions
Sub Sector Analysis
Interesting Companies
Useful Links
Company List
Team
294
295. Business Intelligence Report – December 2016295
Team
Meikandatamilmani M
Lead Analyst, Enterprise Apps
Sivaram S
Lead Analyst, Enterprise Apps