RECENT NOTABLE ACTIVITY – ARTIFICIAL INTELLIGENCE
- Cambricon, a China-based company developing a processor for deep learning specific use cases, raised $100M funding in Series A round of funding led by SDIC Chuangye Investment Management, a subsidiary of China’s State Development and Investment Corporation. Link
- HighRadius Corporation, a Houston-based provider of an AI-enabled cloud integrated receivables software, raised $50M in equity funding from Susquehanna Growth Equity. Link
- Roobo, a Beijing-based developer of intelligent consumer robots, raised $41.2M in a Series B round of funding from Seven Seas Partners. Link
- Appier, a Taipei-based provider of AI-enabled reporting and analytics for cross-screen targeted advertising, raised $33.0M in a Series C round of funding from SoftBank Group, LINE, NAVER Corp, EDBI and AMTD Group. Link
- Descartes Labs, a Los Alamos-based provider of a deep learning-enabled platform for satellite imagery analysis, raised $30.0M in a Series B round of funding led by March Capital with participation from existing investors Crosslink Capital and Cultivian Sandbox and customer Cargill. Link
- Securonix, a LA-based provider of AI-enabled security analytics platform, raised $29.0M in a Series A round of funding led by Volition Capital with participation from Eight Roads Ventures. Link
- FiveAI, a Bristol-based provider of a software stack for autonomous vehicles, raised $18.0M in a Series A round of funding led by Lakestar Capital, with participation from existing seed investors Notion Capital, Amadeus Capital Partners, and Kindred. Link
- Amplero, a Seattle-based provider of AI-enabled self-learning personalization platform, raised $17.5M in a Series B round of funding co-led by Greycroft and Ignition Partners with participation from existing investors Wildcat Venture Partners, Seven Peaks Ventures, and Trilogy Equity Partners. Link
- Yi+, a Beijing-based provider of computer vision based intelligent media and marketing solutions, raised $15M in Series B round of funding led by Haitong Securities, with participation from BRJ Group and an investment fund under the Bank of Beijing. Link
- TalkIQ, a San Francisco-based provider voice transcription and analytics platform for enterprises, raised $14.0M in a Series A round of funding led by Scale Venture Partners with participation from Aspect Ventures, Danhua Capital, Felicis Ventures LINE Corp and Salesforce Ventures. Link
- Prowler, a Cambridge-based startup developing an AI-enabled decision-making platform, raised $12.9M in a Series A round of funding led by Cambridge Innovation Capital, with participation from Atlantic Bridge Capital and existing backers Passion Capital, Amadeus Capital Partners and SG Innovate. Link
- Versive, a Seattle-based provider of AI-based cyber analytics platform for threat prioritization, raised $12.7M in a Series C round of funding from Goldman Sachs, Madrona Venture Group, Formation 8 and Vulcan Capital. Link
- Hyper Anna, a Sydney-based provider of machine learning-enabled platform for data analytics and visualization, raised $12.7M in a Series A round of funding from Sequoia China, AirTree Ventures, Westpac and IAG Firemark Ventures. Link
- Emailage, a Chandler-based provider of global fraud prevention and identity verification using email address scoring, raised $10.0M in a Series B round of funding led by Anthos Capital, with participation from Radian Capital, Wipro Ventures, Mucker Capital and Tallwave Capital. Link
- Matroid, a Palo Alto-based provider of deep Learning based computer vision platform, raised $10.0M in a Series A round of funding from New Enterprise Associates and Intel Capital. Link
- Deeplearni.ng, a Toronto-based startup which provides custom AI-enabled business process optimization solutions, raised $9.0M in a Series A round of funding from Fidelity Investments. Link
- Amenity Analytics, a Tikva-based provider of AI-enabled trade recommendations and text analytics platform, raised $7.6M in a Series A round of funding from State of Mind Ventures. Link
- Freenome, a Palo Alto-based provider of deep learning platform for detecting circulating cancer-related markers, raised $7.0M in a Series A round of funding led by Section 32 with participation from Andreessen Horowitz, Asset Management Ventures, Charles River Ventures, Data Collective (DCVC), Founders Fund, GV (Google Ventures), Innovation Endeavors, Polaris Partners, Spectrum 28 and Verily. Link
- Aifloo, a Stockholm-based provider of AI-enabled wearable for detecting health deterioration in elder citizens, raised $6.1M in a Series A round of funding from EQT Ventures. Link
- GNS Healthcare(GNS), a Cambridge, MA-based precision medicine company, raised $6M in equity funding round led by Amgen Ventures with participation from existing investor Alexandria Real Estate Equities. Link
- Taiger, a Madrid-based provider of semantic software and NLP platform, raised $5.9M in a Series A round of funding from Tembusu Partners. Link
- CashRun, a Singapore-based provider of a platform for automated fraud protection with chargeback guarantee, raised $5.5M in a Series A round of funding from GGV Capital, Heliconia Capital, Razer and Stream. Link
- Cogitativo, a Berkeley-based provider of Data Science-as-a-Service platform for HCOs, raised $5.0M in a Series A round of funding. Link
- CreditVidya, a Mumbai-based provider of AI-enabled alternate credit scoring platform, raised $5.0M in a Series B round of funding from Matrix Partners India and Kalaari Capital. Link
- Wizer Feedback, a Tel Aviv-based provider of an AI-based market research company, raised $4.0M in a Series A round of funding from State of Mind Ventures and Nielsen Innovate. Link
- Uniphore, a Chennai-based provider of speech recognition, voice biometrics and virtual assistant solutions, raised in a Series B round of funding. Link
- Blue River Technology, a SF-based developer of computer vision and robotics enabled agriculture tools for weed control, got acquired by John Deere in a $305M deal. Link
- Scyfer, an Amsterdam-based startup providing custom deep learning enabled solutions to enterprises, got acquired by Qualcomm. Link
- Koemei, a NYC-based provider of an AI-enabled platform for video content search and analytics, got acquired by Crealogix. Link
- Salesforce Ventures announced a $50M fund to encourage startups to build AI-fueled applications on top of Salesforce. Link
SOME INTERESTING STARTUPS FOUND
Cambricon (2016, Beijing) – Developing processor for deep learning specific use cases.
JingChi (2017, SF) – Developing AI-enabled solutions for the mobility industry.
Crime.ai (2017, Aarhus) – Develops an AI-enabled application to provide insights about criminal activity in urban areas.
LEADER BOARD – ARTIFICIAL INTELLIGENCE
Infrastructure – Machine Intelligence Systems
MIS – Machine Learning Platform
Sentient (2007, SF, $144M) – Provides distributed AI on large scale systems for finance and medical sectors. Backed by Tata Group, Access Industries, and Horizon Ventures.
H2O.ai (2012, Mountain View, $31M) – Provides an open source machine learning platform for pattern detection and prediction. Backed by Nexus Venture Partners, Transamerica Ventures, Paxion Capital Partners and others.
MIS – Data Science Platform
Data Robot (2012, Boston, $125M) – Provides a machine learning platform that helps enterprises build predictive models at speed. Backed by IA Ventures, NEA, Atlas Venture, Intel Capital, TechStars, Recruit Strategic Partners, Right Side Capital Management, New York Life Insurance, Accomplice.
Skytree (2012, San Jose, $19M) – Provides an advanced enterprise-grade Machine Learning platform. Backed by Javelin Venture Partners, United Parcel Service, U.S Venture Partners, Plug and Play Tech Center, Osage University Partners and In-Q-Tel.
MIS – Artificial General Intelligence
Vicarious (2010, SF, $138M) – Provides machine learning software based on neocortex learning. Backed by Samsung, Khosla Ventures, ABB Group, AME Cloud Ventures, Founders Fund, Felicis Ventures, Data Collective and others.
DeepMind (2011, London, $50M, Acq.) – Develops deep reinforcement learning based artificial general intelligence solutions. Backed by Founders Fund, Horizons Ventures, and others. Acquired by Google for $500M in 2014.
Infrastructure – Natural Language Processing
NLP – Speech Solutions
SoundHound (2005, Santa Clara, $115M) – Developer of speech recognition technology and mobile apps. Backed by Samsung, KPCB, Felicis Ventures, NVIDIA, Plug and Play Tech Center, Walden Venture Capital, Amidzad Partners, Western Technology Investment, TransLink Capital, Global Catalyst Partners, Nomura Holdings, Recruit Holdings, SharesPost, Pejman Mar Ventures, Naver, Sompo Japan Nipponkoa Insurance.
Unisound (2012, Beijing, $112M) – Provides Voice recognition and language processing technology. Backed by Qualcomm Ventures and Qiming Venture Partners.
NLP – Text Solutions
Cortical (2011, Vienna, $5M) – Provides text analytics solutions. Backed by Open Field Capital and Reventon.
Indico Data Solutions (2013, Boston, $4M) – Provides deep learning based text analytics solutions. Backed by 406 Ventures, General Catalyst Partners, Rough Draft Ventures, Techstars, Boston Seed Capital, Two Sigma Ventures, Right Side Capital Management.
NLP – NLP Platforms
Nuance Communications (1992, Burlington, IPO) – Provides various linguistic solutions including speech recognition, OCR, dictation, speech analytics, virtual assistant, etc. Backed by Intel, Mayfield, Rembrandt Venture Partners, Goldman Sachs, Morgenthaler, U.S Venture Partners, Motorola, Asset Management Ventures, Alloy Ventures, Attractor Ventures, Canvas Ventures, F-Prime Capital Partners. IPO in 2000.
Expert System (2000, Modena, IPO) – Provides semantic business intelligence solutions. Backed by IMI Fondi Chiusi SGR. IPO in 2014.
Infrastructure – Computer Vision
Computer Vision – Computer Vision Platform
SenseTime (2014, Hong Kong, $600M) – Provides face recognition APIs which developers can apply to their own websites or mobile Apps. Backed by IDG Capital Partners, CDH Investments and Dalian Wanda Group.
eyeSight (2005, Herzliya, $33M) – Provides gesture and motion tracking technology. Backed by Ceva, Mitsui & Co. Global Investment, InterCapital, BIRD Foundation, Kuang-Chi Group and MAC Fund.
Computer Vision – Face Recognition
Megvii (2011, Beijing, $145M) – Provides deep learning based APIs for face recognition, image recognition, image classification, etc. Backed by Sinovation Ventures, Qiming Ventures, Foxconn Electronics, Legend Star, Ant Group, Comet Labs.
Affectiva (2009, Waltham, $34M) – Provides deep learning based emotion detection technology. Backed by WPP, KPCB, Horizons Ventures, Fenox Venture Capital, National Science Foundation, Myrian Capital and Kantar.
Computer Vision – Object Recognition
Clarifai (2013, NYC, $41M) – Deep learning based image & video recognition API provider. Backed by Union Square Ventures, Qualcomm Ventures, New York University, NVIDIA, GV, Menlo Ventures, Lux Capital, Osage University Partners, Osage Partners, LDV Group, LDV Capital, Corazon Capital.
Cortica (2007, Ramat Gan, $38M) – Provides visual search and in-image analysing technology. Backed by Horizons Ventures, Mail.Ru Group.
Infrastructure – Autonomous Systems
CloudMinds (2015, Shenzhen, $130M) – Provides autonomous robot enablers. Backed by Walden International, Shenzhen Capital Group, SBCVC, Foxconn Electronics, Venustech, Keytone Ventures, Bojang Capital Management, Kaixuan Capital.
Drive.ai (2015, Santa Clara, $62M) – Developing artificial intelligence technology required for self-driving cars. Backed by NEA, GGV Capital, InnoSpring, Northern Light Venture Capital, Northern Light Venture Capital, and Oriza Ventures.
Neurala (2006, Cambridge, $16M) – Develops software for drone and robot autonomy. Backed by Motorola Solutions, Techstars, Orkos Capital, Pelion Venture Partners, SK Ventures, 360 Capital Partners, Right Side Capital Management, Idinvest Partners, Robolution Capital, Sherpa Capital, Draper Associates, Haiyin Capital.
Infrastructure – Enabling Technologies
Enabling Technologies – Hardware
Mobileye (1999, Jerusalem, IPO, Acq.) – Develops computer vision-based processor for advanced driver assistance systems (ADAS). Backed by Fidelity Investments, Goldman Sachs, Motorola Solutions, BlackRock, Enterprise, Colmobil Corp., The Delek Group, Eldan Car Rental, First International Bank of Israel, Wellington Management, Sailing Capital. Acquired by Intel for $15.3B in 2017.
KnuEdge (2005, San Diego, $100M) – Provides voice biometric and neural computing technology solutions. Backed by Hasso Plattner Ventures.
Enabling Technologies – Software
Trifacta (2012, SF, $76M) – Provides data preparation solutions. Backed by Accel Partners, Greylock Partners, Infosys, XSeed Capital, Data Collective, Ignition Partners, Cathay Capital, Milliways Ventures, Cathay Innovation.
Mighty AI (2014, Seattle, $27M) – Provides Training Data as a Service for AI algorithms. Backed by Accenture, NEA, Foundry Group, Intel Capital, GV, Madrona Venture Group.
Applications – Enterprise
Enterprise – BI & Analytics – Business Intelligence
Palantir (2004, Palo Alto, $2.3B) – Intelligence products to augment human-driven analysis for critical government, commercial and non-profit institutions. Backed by Founders Fund, In-Q-Tel, 137 Ventures, ARTIS Ventures, Glynn Capital Management, Reed Elsevier Ventures, Ulu Ventures, Mithril Capital Management, Benjamin Ling, Keith Rabois, Jeremy Stoppelman.
Ayasdi (2008, Palo Alto, $98M) – Machine Intelligence platform for insight discovery from large data sets. Backed by Floodgate, Citibank, General Electric, Institutional Venture Partners, Khosla Ventures, Kleiner Perkins Caufield & Byers, Draper Nexus, Centerview Capital Technology.
Enterprise – BI & Analytics – Social Media Intelligence
Dataminr (2009, NYC, $175M) – Products for real-time extraction of insights from social media data aimed at Media, Finance, and Government sectors. Backed by Carissa St Clair, Box Group, Venrock, Institutional Venture Partners, GSV Capital, Deep Fork Capital, Fidelity Investments.
NetBase (2004, Mountain View, $87M) – Provides AI-based social media monitoring platform. Backed by SAIF Partners, SAIF Partners China, Western Technology Investment, WestSummit Capital, Thomvest Ventures, MMV Financial, In-Q-Tel, ORIX Ventures, Spring Lake Equity Partners, Altos Ventures.
Enterprise – Security & Surveillance
Darktrace (2013, Cambridge, $181M) – Enterprise immune systems solutions powered by Bayesian mathematics and machine learning. Backed by Summit Partners, SoftBank, KKR, Hoxton Ventures, Talis Capital, Invoke Capital, Ten Eleven Ventures, Isomer Capital.
Cylance (2012, Irvine, $177M) – Next generation antivirus, Cylance Protect which combines pre-detection, machine learning, and secure design lifecycle solutions. Backed by Khosla Ventures, Fairhaven Capital Partners, Blackstone Group, Dell Ventures, Capital One Financial Corp, DFJ Growth.
Enterprise – Marketing
Bloomreach (2009, Mountain View, $97M) – Customer Analytics and site optimisation Intelligence Platform based on machine learning. Backed by Bain Capital Ventures, Chris P.C., New Enterprise Associates, Lightspeed Venture Partners.
Persado (2012, NYC, $66M) – Provides machine learning based Marketing Optimization platform. Backed by American Express, Goldman Sachs, Bain Capital Ventures, Citi, Eastward Capital Partners, StarVest Partners, TLcom Capital.
Enterprise – Sales
InsideSales (2004, Provo, $251M) – Predictive and Prescriptive self-learning cloud-based platform for sales lead management. Backed by Hummer Winblad Venture Partners, US Venture Partners, Zetta Venture Partners, EPIC Ventures, Kleiner Perkins Caufield & Byers, Polaris Partners, Salesforce, Microsoft.
EverString (2012, San Mateo, $79M) – Predictive analytics platform which helps B2B companies to identify and engage sales leads and new clients. Backed by Danhua Capital, IDG Capital Partners, and others.
Applications – Industry
Industry – Healthcare & Pharma
Modernizing Medicine (2010, Boca Raton, $329M) – Provides machine learning enabled electronic health records (EHR) system. Backed by IBM, Summit Partners, Silicon Valley Bank, Warburg Pincus, Pentland, Sands Capital, Sands Capital Ventures.
iCarbonX (2015, Shenzhen, $215M) – Platform to analyze omic data. Backed by Tencent, China Bridge Capital, Zhongyuan Union Stem Cell Bioengineering
Industry – Fintech
Kreditech (2012, Hamburg, $281M) – Provides machine learning enabled alternative lending solutions. Backed by IFC, Kreos Capital, Rakuten, Point Nine Capital, Amadeus Capital, Blumberg Capital, Victory Park Capital, Global Founders Capital, J.C. Flowers & Co. LLC, Global Founders Capital, Varde Partners, HPE Growth Capital, PayUbiz, Digital Pioneers.
PayEgis (2011, Suzhou, $165M) – Provides AI enabled fraud and risk management solutions. Backed by China Equity Group.
Industry – Transport
Zoox (2013, Menlo Park, $290M) – Stealth mode robo taxi startup. Backed by Draper Fisher Jurvetson, Lux Capital, Blackbird Ventures, AID Partners.
Cruise Automation (2013, SF, $18M, Acq.) – Developing advanced driver assistance systems(ADAS). Backed by Y Combinator, Qualcomm Ventures, Spark Capital, Felicis Ventures, Signia Venture Partners, Draper Associates, Homebrew, Maven Ventures, Draper Associates. Acquired by General Motors for $1B in 2016
Industry – Retail & eCommerce
Trax Retail (2010, Tel Aviv, $148M) – Provides image recognition application for retail analytics. Backed by Investec.
Blippar (2011, London, $99M) – Provide image recognition and augmented reality technology for retail industry. Backed by Qualcomm Ventures, Lansdowne Partners, Khazanah Nasional.
Industry – Advertising
RocketFuel (2008, Redwood City, IPO, Acq.) – Programmatic media-buying platform that harnesses the power of artificial intelligence to predict the right time for placement of an ad. Backed by Mohr Davidow Ventures, Labrador Ventures, Wilson Sonsini Goodrich & Rosati, DLA Piper, MF Capital, Nokia Growth Partners, Northgate Capital, Summit Partners, Cross Creek Capital, Comerica Bank. IPO in 2013. Acquired by Sizmek.
Appier (2012, Taipei, $83M) – Provides AI-enabled platform for reporting and analytics for cross-screen targeted advertising. Backed by SoftBank Group, LINE, NAVER Corp, EDBI, AMTD Group, Pavilion Capital Partners, WI Harper Group, FirstFloor Capital, Qualgro GP, JAFCO Asia, MediaTek, Sequoia Capital, TransLink Capital, UOB Venture Management, UMC Capital, Fontaine Capital.
Industry – Education
Knewton (2008, NYC, $157M) – Adaptive learning technology provider for personalized learning. Backed by Accel Partners, First Round Capital, Bessemer Venture Partners, FirstMark Capital, Founders Fund, Pearson, Atomico, GSV Capital, Silicon Valley Bank.
Declara (2012, Palo Alto, $30M) – Social learning platform which connects people to a large amount of content using machine learning algorithms. Backed by Founders Fund, Data Collective, EDB Investments.
Industry – Agriculture
The Climate Corporation (2006, SF, $109M, Acq.) – Integrated platform providing hardware and software for farm and weather data analytics. Backed by Founders Fund, Google Ventures, New Enterprise Associates, CODE Advisors, Allen & Company, Anthemis Group, Felicis Ventures, Glynn Capital Management, Khosla Ventures, SV Angel, Joshua Schachter, Howard Morgan, Index Ventures. Acquired by Monsanto for $930M in 2013.
Blue River Technology (2011, Sunnyvale, $30M, Acq.) – Provides hardware which uses computer vision and robotics in fields for yield optimization, elimination of weeds and unwanted plants. Backed by Khosla Ventures, Innovation Endeavors, Data Collective, Stanford A&E, Ulu Ventures. Acquired by John Deere for $305M in 2017.
Industry – Legal
FiscalNote (2013, Washington D.C., $28M) – Real-time government regulations analysis platform. Backed by NEA, AME Cloud Ventures, University of Maryland, Dorm Room Fund, Plug, and Play Tech Center, Middleland Capital, Winklevoss Capital, Renren, Conversion Capital, GIC, Green Visor Capital, Visionnaire Ventures, 645 Ventures, SF Capital, Fresh, QueensBridge Venture Partners, Perle Ventures, Enspire Capital.
Casetext (2013, Palo Alto, $21M) – Provides AI enabled legal research platform. Backed by Y Combinator, SV Angel, Union Square Ventures, Crosslink Capital, A-Grade Investments, Formation 8, Susa Ventures, Canvas Ventures, Red Sea Ventures, BoxGroup, 8VC.
Applications – Consumer
Consumer – Virtual Assistant
Viv Labs (2012, San Jose, $30M, Acq.) – Developing advanced conversational interfaces and assistants. Backed by Horizons Ventures, Pritzker Group, Iconiq Capital, the OS Fund. Acquired by Samsung in 2013.
Siri (2007, San Jose, $24M, Acq.) – Intelligent virtual assistant that has a natural language interface to answer questions, make recommendations and perform actions by delegating requests to web services. Backed by Morgenthaler Ventures, Menlo Ventures, SRI International, Horizons Ventures. Acquired by Apple in 2010.
Consumer – Intelligent Devices
Roobo (2014, Beijing, $141M) – Develops intelligent robots, VR and UAVs. Backed by iFLYTEK.
Jibo (2012, Boston, $68M) – Develops intelligent social robot. Backed by Charles River Ventures, Flybridge Capital Partners, RRE Ventures, Fenox Venture Capital, Fairhaven Capital, Formation 8, Osage Partners, Acer, KDDI Corporation, LG U Plus, Samsung Venture Investment, Global Brain, Netposa Technologies, Dentsu Ventures.
Consumer – Recommender Systems
SwiftKey (2008, London, $21M, Acq.) – Provides predictive keyboard application for mobile. Backed by Accel Partners, Index Ventures, Octopus Ventures, Cambridge Capital Group, Octopus Investments. Acquired by Microsoft in 2016 in $250M.
Notion (2014, Ann Arbor, $10M) – Mobile application for eMail Inbox optimization for iOS and Android. Backed by Accel Partners, Silicon Valley Bank, Hyde Park Venture Partners, Drive Capital.
Leaderboard includes all the top funded, IPO and successfully running bootstrapped companies along with their location, founding year and funding amount.
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