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Europe ai scaleups report 2016

  1. 2016 EUROPEAN ARTIFICIAL INTELLIGENCE SCALEUPS REPORT OMAR MOHOUT
  2. 2 03 05 06 31 35 36 37 43 Foreword Highlights2016 EuropeanAI & DataAnalyticsScaleups Methodology Abouttheauthor AboutSirris Datasources Disclaimer TABLE OF CONTENTS
  3. 3 2016 EUROPEAN AI & DATA ANALYTICS REPORT FOREWORD PARTNERS There are many companies, small and big, trying to get on the Artificial Intelligence bandwagon. Machine Learning is the new buzz word and AI is the slang word these days. What does happen in this exiting field in Europe? Is AI common ground for all businesses or the exclusive territory for a few? Who has managed to validate a business model for autonomous vehicles or chatbots?Whatdoesdata-drivenor API-firstbusinessmodelslook like? With this report we want to provide a comprehensive review of investment in startups and high-growth AI and Data Analytics companies across 22 countries in Europe. Our aim is to provide data-driven guidance, insights, perspective andinspirationto stakeholdersintheEuropeanscaleupecosystem. Sincerely, OmarMohout
  4. 4 This report is part of a series of funding reports, published both quarterly and yearly. Other reports complement the series, focusing on geographical markets and vertical industries such as the HealthTech report, written in collaboration with dashplus or the FinTech report in collaborationwithEggsplore. 2016 EUROPEAN AI & DATA ANALYTICS REPORT ABOUT This report is a snapshot in time, aimed at analysing funding data, major trends within the industry and the regions. The following technologies are considered: Artificial Intelligence, Data Analytics, APIs, AutonomousVehiclesandChatbots. Only deals of at least €750K are considered for thisreport. If you would like to provide your input for the report, signal an omission of data or have any other feedback, we would love to hear it. Just pop an emailto omar.mohout@sirris.be ABOUT THIS REPORT
  5. HIGHLIGHTS 2016 5 • € 1.8B across 306 dealsin 22 countries; • UK is leadingbothin fundingandin numberof deals; • The city with the highest number of deals is London, followed by Paris and Stockholm; • Kima Venturesis themost activeAI venturefundinEurope; • Content driven is the most popular business model used by AI and Data Analyticsscaleups; • No EuropeanAI scaleupwent IPO in 2016; • 83% of EuropeanAI scaleupsare B2B oriented; • 8 AI based companies raised twice capital in the same year: Recast.AI, Navya Tech, Kreditech, Aire Labs, Nutmeg, Brainshake, Honeycomb and Unomaly; • 6% of foundersor CEOs are femalein theAI & DataAnalyticsdomain. 2016 EUROPEAN AI & DATA ANALYTICS REPORT HIGHLIGHTS
  6. 2016 EUROPEAN ARTIFICIAL INTELLIGENCE & DATA ANALYTICS
  7. 7 € 581 € 278 € 187 € 110 € 101 € 100 € 78 € 72 € 57 € 41 € 37 € 23 € 20 € 18 € 17 € 16 UK France Germany Belgium Ireland Sweden Switzerland Spain Finland Serbia Netherlands Portugal Austria Norway Italy Denmark 2016 EUROPEAN AI & DATA ANALYTICS REPORT AMOUNT RAISED PER COUNTRY IN 2016* *In millions UK is leading in the data analytics and artificial intelligence space, France and Germany are following. The gap between the UK and Germany / France is significant.
  8. 8 91 53 36 19 18 13 13 12 12 9 7 5 4 2 2 1 UK France Germany Sweden Belgium Ireland Spain Switzerland Netherlands Finland Italy Norway Portugal Denmark Serbia Austria 2016 EUROPEAN AI & DATA ANALYTICS REPORT DEALS PER COUNTRY IN 2016 The number of deals confirms the top positon for the UK. Smaller countries such as Sweden, Belgium & Ireland are doing well and are punching above their economic weight.
  9. European scaleups together raise in average € 147 millionpermonth. The high peak In October is due 11 deals that are above € 10M (Navya Tech, Graphcore, Emarsys, ContentSquare, Dataiku, Feedzai, Chronocam, ZappiStore,Linkfluence,OpenGamma& Storyful). 4 companies (PayPlug, Uniti, Wealthify and Storyzy) used crowdfunding to collectively raise theamountof € 3M. 9 € 115 € 116 € 223 € 155 € 158 € 186 € 120 € 74 € 112 € 245 € 203 € 61 Jan. Feb. Mar. Apr. May Jun. Jul. Aug. Sep. Oct. Nov. Dec. 2016 EUROPEAN AI & DATA ANALYTICS REPORT CAPITAL RAISED IN 2016* *In millions
  10. 10 23 25 27 23 19 29 25 20 26 34 37 18 Jan. Feb. Mar. Apr. May Jun. Jul. Aug. Sep. Oct. Nov. Dec. 2016 EUROPEAN AI & DATA ANALYTICS REPORT NUMBER OF DEALS IN 2016 In average 26 deals of at least € 750K are closed in Europe every month in the artificial intelligence anddatadomain. That’s significant higher than the 9 deals in average per month for Internet of Things, the 3 deals for Virtual Reality, 1.5 deals for wearables and 1.25 deals for 3D printing and only 1 deal for Dronecompanies.
  11. 11 € 442 € 310 € 181 € 164 € 114 € 73 € 72 € 61 € 39 € 37 AdTech FinTech Business Intelligence HealthTech Cybersecurity HRTech Automotive Software development eCommerce MediaTech 2016 EUROPEAN AI & DATA ANALYTICS REPORT AMOUNT RAISED PER INDUSTRY IN 2016* *In millions The top 10 industries count for 85% of all capital raised. AdTech (including marketing and sales automation) is the number one industry that is driven by data and algorithms. A good example is Belgium based Showpad that is implementing Artificial Intelligence in their sales enabling solution. Or another Belgian stronghold: SparkCentral, providing customer service via social channels relying increasingly on data crunching.
  12. 12 71 48 28 28 11 11 11 10 AdTech FinTech HealthTech Business Intelligence MediaTech Automotive Cybersecurity eCommerce 2016 EUROPEAN AI & DATA ANALYTICS REPORT DEALS PER INDUSTRY IN 2016 Surprising fact: robo-advisor scaleups are just 23% of theFinTechcategory. In fact, only 10 robo-advisor companies raised collectively €66M in funding: Nutmeg, Scalable Capital, Cashboard, Ginmon, Pensionera, Rubicoin, Wealthify, Indexa Capital and Swanest. Also remarkable:noneof themis basedin France.
  13. 13 37% 25% 19% 7% 4% 3% 3% 2% Series A Series C Series B Seed Private Equity Debt financing Series D Series E 2016 EUROPEAN AI & DATA ANALYTICS REPORT DEAL TYPES IN 2016 Public funds 7% Private funds 71% Combination Public/Private 22%
  14. 14 2016 EUROPEAN AI & DATA ANALYTICS REPORT AVERAGE FOUNDING YEAR Finland Norway 2010 Ireland France 2011 Sweden Belgium UK Switzerland Spain 2012 Denmark Netherlands Germany Italy 2013 Portugal 2014 To raise a series A in Europe, an AI or Data Analyticscompanyneedsto be foundedin 2012. It takes in average 4 (long!) years for these type of companiesto raisesubstantialexternalfinancing. There are exceptions, 15 scaleups are less than one year old when they received significant funding.
  15. 15 85 77 52 51 49 43 43 40 36 33 30 29 18 Sweden Ireland Denmark Spain Germany Belgium UK France Finland Netherlands Switzerland Norway Italy 2016 EUROPEAN AI & DATA ANALYTICS REPORT AVERAGE NUMBER OF EMPLOYEES PER COMPANY IN 2016 The number of employees is captured on the moment of fund raising and based on the press release, LinkedIn, Xing, Viadeo or the company’s website. On average, AI & Data Analytics scaleups have 49 employees. Chatbot company Babylon Health, raising € 23M in 2016, has over 150 employees. Klarna, an API- firstcompanyhasover1.000 employees. The smallestAI companyis Elliptic.
  16. 1. London 2. Paris 3. Berlin 4. Stockholm 5. Dublin 6. Cambridge 7. Munich 8. Lausanne 9. Barcelona 10. Madrid 1. London 2. Paris 3. Dublin 4. Cambridge 5. Berlin 6. Stockholm 7. Southampton 8. Munich 9. Ghent 10. Madrid 16 2016 EUROPEAN AI & DATA ANALYTICS REPORT ARTIFICIAL INTELLIGENCE CITIES 2016 NUMBER OF DEALS AMOUNT RAISED London counts for 18% of all AI deals in Europe, Paris for 12%, Berlin for 7% and Stockholm for 5%. UK, Germany and Spain have multiple cities in the top10 forAI.
  17. 17 2016 EUROPEAN AI & DATA ANALYTICS REPORT BREAKDOWN OF THE INDUSTRY API driven 7% Artificial Intelligence 44% Autonomous Vehicles 3% Chatbot 1% Data Analytics 45%
  18. 83% 17% B2B B2C 80% 20% B2B B2C 18 2016 EUROPEAN AI & DATA ANALYTICS REPORT B2B & B2C COMPARISON NUMBER OF DEALS AMOUNT RAISED The European scaleup ecosystem is predominantly B2B: 83% of all scale-ups are B2B, that is 25% points more than the overall scale-up ecosystem. If the number of deals is taking into account, Belgium has the highest percentage of B2B scaleups in Europe. Only 1 Belgian scaleup deploysB2C activities:robo-advisorSwanest.
  19. 19 100% 100% 100% 100% 94% 92% 92% 89% 87% 87% 69% 69% 57% 57% 0% 0% 0% 0% 6% 8% 8% 11% 13% 13% 31% 31% 43% 47% Netherlands Norway Portugal Denmark Belgium Ireland Switzerland Finland UK France Germany Spain Italy Sweden B2B B2C 2016 EUROPEAN AI & DATA ANALYTICS REPORT B2B & B2C NUMBER OF DEALS PER COUNTRY Top 13 countries
  20. 20 65% 20% 10% 5% Content driven Marketplace Crowdsourcing Open Source 2016 EUROPEAN AI & DATA ANALYTICS REPORT Thanks to Natural language processing, content driven business models became the leading business model for scaleups, counting for 65% of thetotal. Examples are AX-Semantics, Blogfoster, Content Insights, Crowdynews, Echobox, Honeycomb, Honeycomb,SignalMedia,StoryfulandStoryzy. TYPE OF BUSINESS MODELS 2016
  21. 21 2016 EUROPEAN AI & DATA ANALYTICS REPORT The most active 2016 venture investor in Europe for AI is French Kima Ventures from serial entrepreneurXavierNiel. Irish originated Intercom received funding from Mark Zuckerberg and Jack Dorsey. German credit- score scaleup Kreditech received funding from PeterThielandtheWorldBank. More than 600 funds and business angels made investments in AI based scaleups last year. No EuropeanAI scaleupwent IPO in 2016. MOST ACTIVE INVESTORS 1. Kima Ventures(France) 2. IBB (Germany) 3. SalesforceVentures(USA) 4. Ventech(France) 5. SunstoneCapital(Sweden) 6. NotionCapital(UK) 7. IQ Capital(UK) 8. AmadeusCapitalPartners(UK) 9. BpiFrance(France)
  22. 22 2016 EUROPEAN AI & DATA ANALYTICS REPORT Corporate Venture Capital is involved in 25% of all European deals and 29% of all capital raised. This is significanthigherthanotherindustries. The highest corporate investment was € 59M in Cambridge based Darktrace by Japanese SoftBank. CORPORATE VENTURE CAPITAL INVESTORS IN 2016 1. Salesforce 2. RobertBosch 3. Intel 4. Alstom 5. Publicis 6. Samsung 7. Axel Springer 8. SchneiderElectric 9. SolvayRhodia 10. SNCF 11. Mitsui 12. Orange 13. Nokia 14. GrupaPracuj
  23. 23 2016 EUROPEAN AI & DATA ANALYTICS REPORT TOP 5 BIGGEST DEALS* € 59M € 58M € 44M€ 44M € 40M #01 #02 #03 #04 #05 *In amount raised
  24. MERGERS & ACQUISITIONS BY 2016 FUNDED SCALEUPS 24 • API-firstKlarnafromSweden raised€ 32M and acquired Cookies App; • UK based business intelligence company Maru raised € 58M and acquired eDigital Research, a UK-based customer insight company and the NorthAmericanbusiness of Vision Critical Research and Consulting; • French Synthesioraised€ 8M and acquired Presentation creatorBunkr in 2017; • SwissLightbend (SoftwareDevelopment), a spin-offfromEPFL, raised€ 18M and acquired BoldRadiusin April 2016. 2016 EUROPEAN AI & DATA ANALYTICS REPORT
  25. 25 25% 25% 22% 20% 14% 10% 8% 6% 5% 3% Portugal Switzerland Belgium Norway Italy UK Ireland France Sweden Germany 2016 EUROPEAN AI & DATA ANALYTICS REPORT 9% of European AI & Data Analytics scaleups are spin-offs or spin-outs from universities and knowledgeinstitutes. It’s very much in line with the 8% of the scaleups across all industries. It indicates that AI became accessible to a largepoolof founders. Even in the Autonomous Vehicles domain, only one scaleup is a spin-off: BestMile from École PolytechniqueFédéralede Lausanne. SPIN-OFFS VS TOTAL TOTAL BY COUNTRY IN 2016
  26. 26 2016 EUROPEAN AI & DATA ANALYTICS REPORT MOST ACTIVE SPIN-OFF INSTITUTES IN 2016 1. Universityof Cambridge(UK) 2. École PolytechniqueFédéralede Lausanne(Switzerland) 3. KULeuven(Belgium) 4. ImperialCollege London(UK) 5. Universityof Antwerp(Belgium) 6. UniversityCollegeDublin(Ireland) 7. Universityof Ghent(Belgium) 8. Universityof Southampton(UK) 9. Universityof Oxford(UK) 10. Universityof Coimbra(Italy) 11. KarolinskaInstitutet(Sweden) 12. Universityof Nantes(France) 13. NorwegianUniversityof Science andTechnology(Norway) 14. Universityof Pisa (Italy) 15. Rhine-WaalUniversityof AppliedSciences(Germany) 16. UniversitéPierreet MarieCurie(France) 17. GdańskUniversityof Technology(Poland)
  27. 27 2016 EUROPEAN AI & DATA ANALYTICS REPORT 16% of the European AI scaleups graduated from an acceleration program. That’s 2% more than the14% across all industries. Program alumni don’t necessary raise more money, but they are 1.5 years younger on average when they raise money. It might well be that they can start to scale earlier or have better access to investorsthanksto accelerationprograms. ACCELERATORS, BY NUMBER OF FUNDED SCALEUPS IN 2016 1. 500 Startups(USA) 2. imec.iStart(Belgium) 3. StartUpHealth(Finland) 4. Paris&Co(France) 5. Level39(UK) 6. ideaSpace(UK) 7. Seedcamp(UK) 8. Techstars(USA) 9. EntrepreneurFirst(UK) 10. Y Combinator(USA) 11. Le HubBpifrance(France)
  28. 28 2016 EUROPEAN AI & DATA ANALYTICS REPORT BREAKDOWN OF FOUNDERS Female founders/CEOs 10% Male founders/CEOs 90% 1 founder 36% 2 founders 40% 3 founders 10% 4 founders 7% 5 founders 7%
  29. ADDITIONAL HIGHLIGHTS 2016 29 • The oldest AI company that got funded is Cambridge based Grapeshot. It’s using advanced probability algorithms to provide data to better target advertising campaignsandisfoundedin1992; • 2 French companies got the Gartner Cool Vendor label: Alkemics and ContentSquare; Synthesio, another French scaleup, received the Forrester Wave 2016recognition. • Berlin based B2C FinTech company Clark closed a media-for-equity deal with Axel Springer; • Only 3 chatbot scaleups raised significant funding in 2016: Babylon Health, Recast.ai andOrson. • Aimotive, a Budapest based Autonomous Vehicle scaleup that received € 6M from amongRobertBoschamongotherisaspin-offfromKishonti,aGeoTechcompany; • 38 AI & Data Analytics scaleups have 100 employees or more employees (such as Emarsys, Jobandtalent,Black Swan,Darktrace,PatSnap,Unbabel, Showpad, Feedzai, Nutmeg,Inbenta,SwrveorOnfido); • London based ET Index, an investor tools to manage carbon risk, got € 1.4M from theEuropeanCommission; • French Recast.ai is founded by four alumni from the famous coding school Ecole 42. Itraised€ 1MfromthefounderofEcole42,XavierNiel. 2016 EUROPEAN AI & DATA ANALYTICS REPORT
  30. AI SCALEUPS WITH REMARKABLE BUSINESS MODELS OR TECHNOLOGY 30 • Elliptic: identifies illicit activity on the Bitcoin blockchain using AI (UK, FinTech, € 4.5M); • Navya Tech: driverless vehicles that move safely without special infrastructure or humanintervention(France,Automotive,€34M); • source{d}: recruitment company analyzing open source code contributions to find talent(Spain,HRTech,€ 5.4M); • Audio Analytic: creating the internet of acoustically intelligent things (UK, Security,€ 1M); • Optolexia: UsingAItodetectdyslexiainchildren(Sweden,EdTech,€ 1M) • Gluru: The smart to do list that helps you identify your tasks and suggests the answers(UK,BusinessIntelligence,€2.3M); • Resolver: a customer complaints platform to raise issues with brands and companies(UK,ConsumerServices,€ 3.1M); • AX-Semantics: semantic software that creates automatically text content based on data only - in the quality of a human editor but at the speed of a machine (Germany,MediaTech,€ 5M); • Luminance: forensic insight into a company, freeing lawyers to focus on what matters(UK,LegalTech,€ 2.7M); • Daedalean: Autonomous flight control for the electric personal aircraft of the near future(Switzerland,Aerospace,€ 900K). 2016 EUROPEAN AI & DATA ANALYTICS REPORT
  31. EUROPEAN VENTURE CAPITAL 2016 EUROPEAN AI & DATA ANALYTICS REPORT Clickon the above link to access the full dataset 31
  32. METHODOLOGY
  33. 33 Scaleups, not startups, are generating added value, create jobs, expand international and create economic value for stakeholders and society. This group is attracting the lion share of (venture) capital, in some countries of up to 90% of all capital. In other words, we use the Pareto distribution rule to create an accurate view on the venturing landscape. Only deals of at least $1M / € 750K are considered. We encourage you to review the methodology to better understand the numbers presented in this report. We use a data-driven approach to track financingactivityforEuropeantechcompanies. Companies includes web, app, mobile, digital products and services, software, marketplace, connected hardware, data-driven and HardTech companies. Companies that have their HQ or launched in Europe are considered. LifeScience and BioTech (except software solutions targeting this industry), non digital CleanTech, eCommerce (Hallofresh, Zalando etc) and research institutesare excluded. 2016 EUROPEAN AI & DATA ANALYTICS REPORT METHODOLOGY
  34. 34 Deals with a non-disclosed value or lacking value indication are not counted. If an amount is described as a seven-figure number, the lowest possible value has been counted. Funding is registered based on announcement date. All currencies (USD, GBP, CHF, SEK etc) are converted to Euro using aonda.com. The number of employees is captured on the moment of fund raising and based on the press release, LinkedIn, Xing,Viadeoor thecompany’swebsite. The founding year and location is based on information in press releases, company website, Crunchbase, LinkedIn or Xing. If deal information is being detected or corrected after closing the month, quarter or year, it will be included in future reports. Funding of both private and public companies are considered. Debt financing, IPOs, media for equity, crowdfunding, Initial Coin Offering, private placements, post IPO equity, privateequity,grantsandconvertibleloansare included. 2016 EUROPEAN AI & DATA ANALYTICS REPORT METHODOLOGY
  35. 35 THE CATEGORIESARE: ArtificialIntelligence,DataAnalytics,AutonomousVehicles,APIs andChatbots THE COUNTRIESARE: Austria, Belgium, Czech Republic, Denmark, Finland, France, Germany, Hungary, Iceland, Ireland, Italy, Netherlands,Norway,Poland,Portugal,Romania,Serbia,Slovakia,Spain,Sweden,SwitzerlandandUK. 2016 EUROPEAN AI & DATA ANALYTICS REPORT METHODOLOGY
  36. 36 OMARMOHOUT Omar Mohout, a former technology entrepreneur, is a widely published technology author, C-level advisor to high growth startups as well as Fortune 500 companies and Professor of Entrepreneurship at the University of Antwerp, the Antwerp Management School and Solvay Brussels School of Economics and Management. He is author of 'Pricing Strategies for Startups', 'The Belgian Startup Landscape', ‘Crowdfunding in Belgium’ and the popular 'Startup Master Class series'. A contributing author to the ‘100 Days Digital Marketing Plan’and‘TheFutureof Business’books. He is Co-chair of the Circle Of Growth; Community host for Corporate Venturing Europe; Organizer of the Growth Hacking Meetup and Co-founder of the #BeTech Community. He is an active member of the Board of Directors at Startups.be, BeCentral and serves at the board of high growth technology companies Aproplan.comandTeamleader.eu. Mohout is a keynote speaker and panellist on technology, entrepreneurship and innovation topics at leadingconferences. 2016 EUROPEAN AI & DATA ANALYTICS REPORT ABOUT THE AUTHOR
  37. 37 Sirris, the collective centre of the Belgian technology industry, helps companies with the implementation of technological innovations, enabling them to strengthen their competitive position over the long-term. Sirris helps you make the best technological choice and rapidly turn your innovations into marketable products and services. The Sirris experts visit companies on site, offer technological advice, launch innovation paths, and provide guidance to reach the implementation phase. The aim is to find applicable solutionsto therealchallengesfacedbytechnologyentrepreneursandstartups. Sirris guides technology companies to a higher level of know-how and expertise in a wide range of domains. The in-house experts provide a broad range of technological and go-to-market knowledge. Where necessary, Sirris relies also on external knowledge partners, including specialized companies, universities,knowledgecentres,andresearchinstitutions. For moreinformationon howSirriscan helpyourcompanysuccess, pleasevisitwww.sirris.be. 2016 EUROPEAN AI & DATA ANALYTICS REPORT ABOUT SIRRIS
  38. 38 2016 EUROPEAN AI & DATA ANALYTICS REPORT SOURCES SPECIAL THANKS Serkan Ünsal, startups.watch for covering Turkey and Tech.eu for the most detailed coverage of Europe WEBSITES & NEWSLETTERS 150sec, agfundernews.com, allbrain.org, alliancy.fr, alloweb.org, angellist, arcticstartup, avoltapartners, barcinno, beauhurst, breakit.se, businessinsider.com, calaofinance.com, cbinsights, cityam.com, cmuportugal.org, coindesk, companisto.com, computable.nl, computable.be, datafox, datanews.be, dealroom, derbrutkasten, deutsche-startups.de, digital.di.se, dn.no, dublinglobe.com, e52.nl, economyup.it, emeastartups.com, enterprise.cam.ac.uk, eu-startups, finanznachrichten.de, finsmes, fora.ie, frenchweb.fr, funderbeam.com, geektime.com, gigaom.com, GIMV, globalcorporateventuring.com, noah conference, go4venture.com, goaleurope.com, goodnewsfinland.com, gruenderszene.de, high-tech-gruenderfonds.de, ideaspace.cam.ac.uk, Index.co, itespresso.fr, ivca.ie, ivc-online.com, journaldunet.com, jvpvc.com, labsoflatvia.com, lesechos.fr, lightwaveonline, linkis.com, loogic, maddyness.com, marketwatch, mattermark, myfrenchstartup.com, nocamels.com, nordurskautid.is, oresundstartups.com, palico.com, Pando.com, parisandco.com, parkwalkadvisors.com, pehub, pitchbook, portugalstartups.com, prnewswire, regional-it.be, rudebaguette.com, scotsman.com, seedrs.com, shifter.no, siliconcanals, siliconrepublic.com, spotfolio.com, sprout.nl, startablish.at, startupitalia.eu, startupjuncture, startups.be, startups.co.uk, startups.watch, startupticker, swedishstartupspace.com, syncni.com, syndicateroom.com, tech.eu, techberlin.com, techcitynews, techCrunch.com, techsite.io, theheureka.com, thetechportal.com, toftecompany.com, trendingtopics.at, trendsonline.dk, unquote, usine-digitale, vc-europe, wall-street.ro, webcapitalriesgo.com, webrazzi, websummit, widoobiz SOCIAL MEDIA Abyssinia, amaigre, atizo, AudingaJa, AudingaJar, austrianstartup, Barcinno, BeTech_, blpoland, boostturku, bot_innovation, Brainport_regio, breakit_se, BridgeBudapest, cdixon, chrysalisleap, chulu, ClujHub, CowboyGamedevBt, cphftw, csdeptucy, CyprusInno, davidcohen, Digital_Magics, dinaistwitting, DStartups, dublin_startups, dziennik, El_Startupero, Emerce, EndeavorGr, ericries, etohum, festivaluprise, frontiersci, goodnewsfinland, growthfunders, gruenderszene, health_xl, HelloPirates, hightechcampus, how_to_web, HUB13_Helsinki, hubvilnius, ICTSpring, ID_GC, ImpactHubBA, ImpactHubRO, impacthubzurich, ineshaeufler, InkubatorStart, inkubatorypl, Innovaspain, InnovAthens, InternetWeekLJ, istanbulstartup, iTXFROM, joonathan, JouveSud, Kbinkubators, KBinkubators, keskkyla, labsoflatvia, LAUNCHub, Leapfunder,
  39. 39 2016 EUROPEAN AI & DATA ANALYTICS REPORT SOURCES SOCIAL MEDIA (CONT.) LeumiTech, LisbonChallenge, LOFFICEbudapest, louishavri, LuceyFund, Lupacz, MadeinJLM, marketerslu, MassChallengeUK, masteringrowth, metavallon, miniforetak, MMKlaszter, MusicHackFest, NCBR_pl, nestholma, NeulogyVC, NewTrendBG, NoCamels, NorthstarVent, OsloInnoEmbassy, placeprint_mktg, ppmessengerpp, ProgramaMinerva, pt_startups, rp_teknoloji, Rubixlab, sama, saminnovatorene, sbcCopenhagen, SDigestCork, SeedstarsWorld, sektorfuenf, SICampNorway, SiliconLux, siliconvikings, SkatteFUNN, Smart_Ireland, SmartCity4Italy, socialbakers, sprout_nl, STAkrog, StarCubeCZ, startitup_sk, startup_italia, Startup_Kingdom, Startup_Podcast, StartUpBraga, startupbrett, StartupCampSK, startupestonia, startupgrind_LU, startupiceland, startupireland, startupjobsite, STARTUPLISBOA, StartupRVK, StartupsBe, startupturkey, startupvcnews, startupyard, StartUscc, stefanlundell, STHLMTech, summitdesignatx, swluxembourg, SwPrivateequity, Tech_Acad_Fin, tech_eu, TechBritannia, TechHubBuc, TechHubRiga, Technoport_, thecoulroom, thinkubator_dk, timwcap, tyinternety, VC_watcher, venturelab_ch, version2dk, Vienna_CM, VirginStartUp, webcampzg, webrazzi, whiteboardmag, WHMeanor, ZIPZg, KairosSocietyHU, SitraFund, ForumVirium, Tech_Acad_Fin, ReloadGreece, colabathens, bitspiration, NCBR_pl, blpoland, dziennik, CyberparkTGB, rp_teknoloji, sosyalmedyaco, IATurkije, czechcrunch, PerpetuumZg, helgosson, StartupGrindSWE, ZuoraEMEA, nyteknik, CampusLondon, growthfunders, VirginStartUp, MassChallengeUK, CognicityCW, INiTS_at, austrianstartup, IPNunes, SDigestCork, RyanAcademy, , LuceyFund, CrowdfundSpirit, kurtfinance, JouveSud, FuenteLatina, Silicon_wadi, BuildStuffLT, hightechcampus, HollandFinTech, Leapfunder, IMPACT_acc, ProgramaMinerva, playinglean, , Teknisk, NorskVenture, StartupLabNo, rp_teknoloji, sosyalmedyaco, sbcIstanbul, DLDConference, VC_watcher, startupradioDE, HTGF_, Lupacz, tyinternety, EconomyUp, SmartCity4Italy, Puglia_Startup, how_to_web, SeedstarsWorld, JeanneMazuret, ParkwalkAdvisor
  40. 40 2016 EUROPEAN AI & DATA ANALYTICS REPORT INVESTORS 24Haymarket, 360 Capital Partners, 500 Startups, 50Partners, 5Lion Holdings, 5square, 83North, A11 Venture, Accel, Accion, Accion Venture Lab, Acequia Capital, Acero, ACG, Ackermans & van Haaren, Acuden Business Angels, Adam Balon, Adara Ventures, Adcock Private Equity, Adeo, Adeyemi Ajao, Aduno Group, AFK Sistema, Air Asia, Albion Ventures, Alexandre Mignon, Alibaba Pictures, Alliance Capital, Alliance Venture, Allianz, Alma Mundi Innvierte Fund, Alps Capital innovation, Alven Capital, Amadeus Capital Partners, Amazon Alexa Fund, AME Cloud Ventures, Amerigo Venture Fund, Amos Elliston, Amplify Partners, Amundi, Anaxago, André St-Mleux, Andreas von Bechtolsheim, Andurance Ventures, Andy Phillipps, Ange Basile, Angel CoFund, Angel Source, Angels Den, Antecedent Ventures, Apposite Capital, Archangel Informal Investments, Ark Angels Activator Fund, Armada Investment, Armilar Venture Partners, Arnaud St-Mleux, Arts&Metiers BA, Ascent Venture Partners, Asgard Capital, Aster Capital, Atomico, Audacia, Auriga Partners, Aurinvest, AXA Strategic Ventures, Axel Springer, Axel Springer Plug and Play, axeleo, AXM Venture capital, Axon Partners Group, Backed VC, Bain Capital Ventures, Balderton Capital, Banco Sabadell, Banexi, Bank of Ireland Fund, Barcamper Ventures, Bayern Kapital, Belcube, Ben Holzman, Benchmark Capital, Benjamin Rohé, Benoit Sillard, Beringea, Bessemer Venture Partners, BGF Ventures, Biover II, Björn Kolbmüller, Blackstone, Bloomberg Beta, Blue Cloud Ventures, Blumberg Capital, BNP Paribas Développement, BOOST&Co, BpiFrance, Brainchild Holdings, Breizh Angels, Brigitte Mohn, Bristow Group, Bruno Bonnell, b-to-v Partners, Business Growth Fund, C4 Ventures, Cabiedes & Partners, Caixa Capital, Caixa Capital Risc, Callataÿ & Wouters Ventures, Cambridge Angels, Cambridge Capital Group, Cambridge Innovation Capital, Canaan Partners, CapDecisif Management, CapHorn Invest, Capital Iron, Capnamic Ventures, Capricorn Venture Partners, Cathay Capital, CEA Investissement, Charlie Songhurst, Chris Liddell, Chris Mairs, Christian Reitberger, Christophe Maire, Cisco Investments, Citi Ventures, Cleantech Invest, CMC-CIC Innovation, Codecentric, Coface, Committed Capital, Conor Venture Partners, Constanze Buchheim, Convoy, Cor Group, Corvinus Kockázati Tőkealap-kezelő Zrt, Court Westcott, CoVent Partners, CPH, Creative Edge Ventures, Crédit Industriel et Commercial, Crescent Capital, Cristóbal Conde, Crunchfund, CRV, Cyril Grislain Karray, Cytiholding, Daphni, David Bell, Dawn Capital, Day One Capital, DB1 Ventures, Delin Capital, Demis Hassabis, Designer Fund, DFO, Digital Currency Group, Digital Space Ventures, DN Capital, Draper Associates, Draper Esprit, duhnhumby Ventures, Earlybird, EC1 Capital, EC1 Capital Ltd, Edenred Capital Partners, Elaia Partners, Eleven, Embed Capital, Emertec Gestion, EMESA, Endeit Capital, Enisa, Enterprise Ireland, Entrée Capital, Entrepreneur Factory, Entrepreneur Venture, Episode 1, EQT Ventures, EQT Ventures, Errol Damelin, ESF Capital, ETF Partners, Etienne Reeners, European Commission, eValue, Evolution Equity Partners, Exponential Partners, Fa Dièse, Faber Ventures, FCRE, Feder, Fides Capital, FinLeap, Finnish Industry Investment, Finnvera, Firestartr, First Fellow Partners, First Round, FirstMark Capital, FJ Labs, Florian Douetteau, Fly Ventures, Force Over Mass, Forticap, Fortino, Foundation Capital, Founders Fund, Founders Global Capital, F-Prime Capital Partners, Francis Nappez, Francois Enaud, Frontline Ventures, Frumtak, FSE, fundedbyme, FundersClub, Galeo Ventures, Galvanise Capital, GECAD, Gemma Frisius Fund, German Media Pool, German Startups Group, Gero Decker, GIMV, Giving Wings, Go Beyond Investing, GO Capital, Goldman Sachs, Gravitation, Greg Kidd, Group MC, Group8, Grupa Pracuj, Guibor, Hambro Perks, Harbert European Growth,
  41. 41 2016 EUROPEAN AI & DATA ANALYTICS REPORT INVESTORS Harbert European Growth Partners, Harri Tilev, Harvard Business School Alumni Angels , Hearst Ventures, Heilemann Ventures, henQ, Hi Inov, Highland Europe, Highland Europe, High-Tech Gründerfonds, HitFox, Holmgren, Holtzbrinck Ventures, Hoxton Ventures, HPE Growth Capital, HSBC, Hummingbird Ventures, IA Ventures, IAD, IBB, iBionext, ICAP, Iconiq Capital, IDG Capital Partners, IDinvest Partners, Illuminate Financial Management, Imperial Innovations, Index Ventures, Industrifonden, Infosys, INKEF Capital, Innovacom, Innovation Fund, Insight Venture Partners, Intel Capital, Intermedia, International Finance Corporation, Internet Attitude, Inventure, Inventures, Inveready, Inversur, Invest NI, Invest4OncoDNA, Investinor, Invoke Capital, IP Group, IPG, IQ Capital, Iris Capital, Isai, Italian Angels for Growth (IAG), iVision, J.C. Flowers, Jack Dorsey, Jackson Square Ventures, Jacques-Antoine Granjon, James Hilton, James Solyom, Jan Schillebeeckx, Jason Fried, Jean-David Blanc, Jenny Haeg, Jetstream Capital, Johan Lorenzen, John Collison, John Lazar, John Patrick, John Spearman, JOIN Capital, JOLT Capital, Jon Claydon, Jon Wright, Jonathan Milner, Julien Hervouët, Jürgen Ingels, Justin Ziegler, Karmijn Kapitaal, Keadyn, Keolis, Kick Club, Kima Ventures, Kima Ventures, Kindred, Kinnevik, KKR, Kompass International, Korys, Kreaxi, Kreos Capital, KRW Schindler, Kryssen Capital, Kulczyk Investments, Kustaa Piha, Länsförsäkringar, LDV Capital, Lerer-Hippeau Ventures, Lightning Capital, Liquid2 Ventures, Littlerock, LocalGlobe, LocalGlobe, Longwall Ventures, Longworth Venture Partners, Lowercase Capital, LRJ Capital, LRM, LSIF, Luc Vauterin, Ludwig Pettersson, Luis M. Viceira, Lumia Capital, M Capital Partners, Main Capital, Mangrove Capital Partners, Marc Beuls, Marc Verstaen, Marcos Val, Mark Zuckerberg, Martina Weiner, Mel Morris, MenschDanke Capital, Metamorphic Ventures, Metsola Ventures, MGO Digital Ventures, Michael Schmitt, Mikael Solberg, Mitsui, MMC Ventures, Mobeus Equity Partners, Mobile Ventures, Momenta Partners, Monk’s Hill Ventures, Monkfish Equity, Mosaic Ventures, Motu Ventures, MPGI, Müller Medien Group, Mustafa Suleyman, Muzungu Capital, Nadav Rosenberg, Nauta Capital, NAXICAP Partners, NBM fund, Nesta Impact Investments, Nestadio , NEVEQ, New Enterprise Associates, NewAlpha, Newfund, News Corp, Next Fifteen, NextLaw Labs, NFT ventures, NIAB, Nicolas Berggruen, Nigel Wray, Nils F. Gläser , Noaber, Nokia Growth Partners, Nordea, Norselab, Norsk Innovasjonskapital, Northgate Capital, Northstar Ventures, Norvestia Growth Equity, Notion Capital, NovelTmT, NWZ Digital, Oak HC/FT, Octopus Ventures, Odyssée Venture, Oleg Tscheltzoff, Omidyar Network, Omnes Capital, Open Ocean Capital, OpenOcean, Optimizer Invest, Orkos Capital, Orza, Othman Laraki, Otium Venture, Oxford Capital, Oxford Sciences Innovation, Paladin Capital Group, Pamica, Par Equity, Paris BA, Parkwalk Advisors, Partech Ventures, Passion Capital, Patrice Thiry, Patrick Benoît, Patrick Collison, Paul Foster, Paul Schwarzenholz, PayPal, PDV Inter-Media Venture, PE Group, Peak Capital, Pedro Luis Uriarte, Peng T. Ong, Pentech Ventures, Perot Jain, Peter Brabeck-Letmathe, Peter Thiel, Philippe Gillion, Philippe Plichon, Pinemont, Pitango Venture Capital, PJ Tech Catalyst Fund, Playfair Capital, PMV, Point Nine Capital, Polaris Partners, Polytech Ecosystem Ventures, Portugal Ventures, Portugal2020, Praetura Capital, Primary Capital Partners, Prime Ventures, Project A Ventures, Promus Ventures, Provence Business Angels, Qbic, Qualgro, Quantum Strategic Partners, Radicle Impact, Rainer Mauch, Rakuten, ReadyTech, Reaktor Ventures, Realiza, Redalpine Venture Partners, Reed Elsevier Ventures, Région Aquitaine, Renaud Visage, Renault Group , Rho Ventures, Richard Greer, Richard Jameson, Richard Reed, Right Side Capital Management,
  42. 42 2016 EUROPEAN AI & DATA ANALYTICS REPORT INVESTORS Rising Tide, Risto Siilasmaa, Robert Bosch Venture Capital, RRE, Run Capital, Runa Capital, Ryan Hood, Ryan Petersen, S Capital Partners, SAATCHiNVEST, Saint James, Salesforce Ventures, Sam Nurmi, Sambrinvest, Samsung Catalyst Fund, Samsung Ventures, Sandoz Foundation, Santander InnoVentures, Sapphire Ventures, Sarbacane Software, Schilling Capital Partners, Schroders, Scottish Investment Bank, SEB Alliance, SEB Venture Capital, Seed4Equity, Seedrs, Segulah, Senovo, Sequoia Capital, Serena Capital, SevenVentures, Shasta Ventures, Shunwei Capital, Sigma Management, Silicon Valley Bank, Singularity Investments, Siraj Khaliq, Slaughter & May, SmartFin Capital, SMRK, SNCF, SNCF Digital Ventures, Social Capital, Social Leverage, Sofinim, SoftBank, Sony Innovation Fund, Soridec, Spider Capital, Split Rock Partners, Spring Partners, SRIW, Starquest Capital, StartX, Statkraft Ventures, Steve Goodman, Stewart Butterfield, Stockholm Business Angels, Summit Bridge Capital, Summit Partners, Sunstone Capital, Sussex Place Ventures, TA Ventures, Taipei Fubon Bank, Tamares, Target Partners, Tekes, Telefónica Open Future, TeleVenture, Tenderloin Ventures, TenEleven Ventures, Tengelmann Ventures, The Danish Growth Fund, The Studio, TheFamily, Theo Osborne, Thibaud Elziere, Thibault Viort, Tim Jackson, Tim Marbac, TJP Consulting, Tom Glocer, Torben Schreiter, Torsten Osthus, TPG Specialty Lending Europe, TransUnion, Triangle Peak Partners, Tribeca Venture Partners, Trigon TFI Group, Trinity Ventures, True Global Ventures, True Ventures, TTV Capital, Union Square Ventures, Upfront Ventures, Valeo, Värde Partners, VC Fonds Technologie Berlin, Velocity Capital, Ventech, Venture TFI, VI Partners, Viewster, Vinsovier, Viriditas Ventures, Vision+, Waypoint Capital, Wellington Partners, West Coast Capital, White Cloud Capital, White Star Capital, XAnge, Xavier Niel, XL Innovate, Y Combinator, Y Soft Ventures, yabeo Capital, YFM Equity Partners, Yogen Dalal, Yuri Melnichek, ZenInvest, Zenith Venture Capital
  43. 43 2016 EUROPEAN AI & DATA ANALYTICS REPORT SCALEUPS 360&1, AB Tasty, Adabra, Adents, Admedo, Adsmurai, Adthena, Affectv, Aifloo, Aimotive, Aire Labs, Alkemics, AlphaSense, Ampliphae, AntVoice, Apizee, Apperio, Appsumer, Arkivum, Artomatix, Arundo Analytics, AT Internet, Audio Analytic, AX-Semantics, B2X, Babylon Health, Beamery, Behavox, BestMile, BiBoard, Big Data for Humans, BioBeats, Biosite, Biz2Mobile, Black Swan, Black Swan Data, Blackford Analysis, Blackwood Seven, Blogfoster, Bluebee, Bonify, Boostcom, Botify, Boxever, Brainshake, ByPath, Candis, Cashboard, Castle, Celonis, Channable, Chronocam, Civey, Clark, Clavis Insight, CloudNC, Clue, Codec, Codecheck, Cognitive Logic, ComplyAdvantage, Content Insights, Contentful, ContentSquare, Context Scout, Contovista, Convertr, Countercraft, Credit Kudos, Crobox, Cronofy, Cronycle, CrossEngage, Crowdynews, crystal, CustomerMatrix, Daedalean, Darktrace, Dashlane, data Artisans, Dataiku, Datumize, Deepki, DefinedCrowd, Den Automation, Devicare, Dhatim, Diasend, Dice, Dictanova, DigitalGenius, Doctrine, Documaster, Dooer, Echobox, eCurrency Mint, Elliptic, Emark, Emarsys, Emotech, Encompass, Enigmedia, ET Index, Exponea, Featurespace, Feedzai, Figo, FinTecSystems, Five Degrees, FiveAI, Fluido, Foxintelligence, Freespee, Gamaya, GenView, GeoPhy, German Autolabs, GetPlus, Ginmon, Gluru, Gorgias, Grad DNA, Grapeshot, Graphcore, Greater Than, Greenbird, GreyCortex, Healx, Heoh, High Mobility, Honeycomb, Horus Technology, Icometrix, idio, Imagimob, Import.io, Inbenta, Indexa Capital, Inflowmatix, Influence4You, Instana, Intelligent Positioning, Intercom, Intersec, Intix, Iotec, Jam, Jobandtalent, Jooxter, Kamp’N, Keeeb, KisanHub, Klarna, Konux, Kreditech, Kubicam, Leeroy, Lightbend, Linkfluence, Loopline Systems, Luminance, Madberry, Mapendo, Mapillary, Marketizator, Maru, Medical Imaging Partnership, Meetrics, Meniga, Micropsi Industries, Mind Foundry, MindLytix, Molecubes, MoneyFarm, MoQom, MyLife Digital, Navya Tech, NetMedi, Next 14, Nextail Labs, Nexthink, Noona, Now Interact, Nuritas, Nutmeg, OBILytics, Ogury, OncoDNA, Onfido, Onslip, Ontoforce, OpenDataSoft, OpenGamma, Optolexia, Orson, Owkin, Parlamind, PatSnap, PayPlug, Peak, Pensionera, Phrasee, PieSync, Pi-Top, Pixoneye, POSpulse, Privitar, Proxem, Pulsate, Purple, Qaelum, Qover, Qualtera, Qubit, RapidMiner, Ravelin, Real Impact Analytics, Recast.AI, Red Points, Red Sift, Resolver, Rezatec, riskmethods, Rubicoin, Ruler Analytics, Saberr, SalaryFits, SALESmanago, Salezeo, Saphetor, Satago, SBD, Scalable Capital, SciSports, Scriptbook, SearchInk, Searchmetrics, Seedtag, Senseye, SentiOne, Seven Bridges, Sherpa, Shift Technology, Showpad, Showtime Analytics, Signal Media, Sky-Futures, Smart Me Up, snap40, So Wifi, Social Karma, source{d}, Sparkcentral, Sposea, Sqreen, StatusToday, Stonestep, Storyful, Storyzy, Surfly, Surgivisio, Swanest, Swrve, Synthesio, TalentAdore, Teckro, Tellmeplus, The Glue, The SaaS Co., ThisWay Global, Tictrac, Tray.io, Trendminer, TVSquared, TVTY, Twenty Billion Neurons, Twikey, Unbabel, Unified Post, Uniti, Unomaly, UNSILO, User Replay, Verticly, Verto Analytics, VirtDB, Visiblee, Vyking, Watty, WayRay, WealthArc, Wealthify, Wholi, Widespace, Wiidii, WorkIT, ZappiStore, Zynapp
  44. 44 No dataset is complete and this report provides an indication of reality only. Comparing to reports of other providers on similar subjects is partly possible whentakingintoaccountthedifferentmethodologies. This report has been compiled for informational purpose only and should not be regardedas a solicitationto investin anyentity. This report relies on data and insights from a wide range of public and private sources and we can’t be hold responsible for the completeness and accuracy of the informationprovided. This report may freely be distributed, republished and posted as long as the content is not modified, decompiled or reference to the source is being removed. 2016 EUROPEAN AI & DATA ANALYTICS REPORT DISCLAIMER
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