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THE TOP AI LEADERS DRIVING REAL-WORLD IMPACT

photo collage of all featured winner headshots together photo collage of all featured winner headshots together
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Foreword

When we launched the H2O AI 100 in 2024, our goal was simple: recognize the people turning AI from promise into progress. In 2025, that progress looks different. Fewer proofs-of-concept. More production systems. Fewer flashy demos. More measurable ROI.

This year’s winners are the builders behind that shift: the executives modernizing core systems, the researchers setting new guardrails, and the operators scaling agentic and generative AI into secure, governed, enterprise-grade deployments. They’re doing the hard work—across banks, telcos, healthcare, government, manufacturing, and tech platforms—to make AI trustworthy, resilient, and useful at scale.

We hope this report gives you a clear view of where AI is actually working, and who is making it work.

—The H2O.ai Team

 

Featured Winners

ENTERPRISE  |     FOUNDERS  |     PUBLIC SECTOR  |     AI FOR GOOD / RESEARCH
 

ENTERPRISE

FOUNDERS

PUBLIC SECTOR

AI FOR GOOD / RESEARCH

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Our Top 100

NameTitleOrganizationCategoryLinkedIn
Ash GuptaEx- President Global Risk and Information ManagementAmerican ExpressInnovators - Financial Serviceshttps://www.linkedin.com/in/ashgupta2/
Bhagyesh PhanseSVP, Chief Data & Analytics OfficerStarbucksInnovators - Enterprisehttps://www.linkedin.com/in/bhagyeshphanse/
Bharath SudharsanHead of AIAmalgam RxInnovators - Enterprisehttps://www.linkedin.com/in/bharath-sudharsan-7219b9a/
Chee Wee AngChief AI OfficerHTXPublic Sectorhttps://www.linkedin.com/in/chee-wee-ang-8bb6705/
Chris ConcannonCEOMarketAxessInnovators - Financial Serviceshttps://investor.marketaxess.com/governance/board-of-directors/person-details/default.aspx?ItemId=c3bfd7fe-183a-4e66-9e38-2bbe7812c60a
Clem DelangueCo-Founder and CEOHugging FaceAI for Good / Researchhttps://www.linkedin.com/in/clementdelangue/
Clémentine FourrierResearch ScientistHugging FaceAI for Good / Researchhttps://www.linkedin.com/in/clefourrier/
Dave SalvagniniCDONASAPublic Sectorhttps://www.linkedin.com/in/dave-salvagnini-b432b0a9/
David HardoonGlobal Head of AI EnablementStandard CharteredInnovators - Financial Serviceshttps://www.linkedin.com/in/davidrh/
David PalmerSenior Supervisory Financial AnalystFederal Reserve BoardPublic Sectorhttps://www.linkedin.com/in/david-palmer-625864a/
Deep Ratna SrivastavChief AI OfficerFranklin TempletonInnovators - Financial Serviceshttps://www.linkedin.com/in/deepsrivastavinnovate/
Deven PanchalVP Innovation & IP/PatentsAT&TInnovators - Enterprisehttps://www.linkedin.com/in/panchaldeven/
Dr. Promiti DuttaHead of Analytics Technology & InnovationCitiInnovators - Financial Serviceshttps://www.linkedin.com/in/promiti/
Dr. Ramine TinatiChief AI OfficerAccentureInnovators - Enterprisehttps://www.linkedin.com/in/raminetinati/
Ediz OzkayaPortfolio ManagerWorld QuantInnovators - Financial Serviceshttps://www.linkedin.com/in/edizozkaya/
Gabriel Vernalha RibeiroCDAODASAInnovators - Enterprisehttps://www.linkedin.com/in/gvribeiro/
Gan Kim YongDeputy Prime MinisterSingaporePublic Sectorhttps://www.linkedin.com/in/gankimyong/
Gary MarcusEmeritus Professor of Psychology and Neural ScienceNYUAI for Good / Researchhttps://www.linkedin.com/in/gary-marcus-b6384b4/
Gavin MunroeGroup Chief Information OfficerCBAInnovators - Financial Serviceshttps://www.linkedin.com/in/gavinmunroe/
Genevieve BellDistinguished Professor & Director, School of CyberneticsAustralian National UniversityAI for Good / Researchhttps://www.linkedin.com/in/genevievebell/
Greg MoriResearch DirectorRBCInnovators - Financial Serviceshttps://www.linkedin.com/in/greg-mori-5445b36/
Greg UlrichChief AI and Data OfficerMastercardInnovators - Financial Serviceshttps://www.linkedin.com/in/gregu/
Gurumurthy PalaniGroup Head, Transaction BankingGIBInnovators - Financial Serviceshttps://www.linkedin.com/in/gurumurthy-palani-2a6103a/
H.E. Ahmed Tamim Al KuttabChairmanDGEPublic Sectorhttps://www.linkedin.com/in/ahmed-alkuttab/
Harrison ChaseCo-Founder and CEOLangChainFoundershttps://www.linkedin.com/in/harrison-chase-961287118/
H.E. Wesam LootahCEO, Corporate Support Services Sector, Dubai MunicipalityDGEPublic Sectorhttps://www.linkedin.com/in/wesamlootah/
Helena FuDirectorOffice of Critical and Emerging TechnologiesPublic Sectorhttps://www.linkedin.com/in/helenafu/
Hilary DGEEVP CTOAmerican ExpressInnovators - Financial Serviceshttps://www.linkedin.com/in/hilarypacker/
Howie Lau How SinManaging PartnerNCS GroupInnovators - Enterprisehttps://www.linkedin.com/in/hlau1/
Jacob KassofData Science & Model Development ExecutiveBank of AmericaInnovators - Financial Serviceshttps://www.linkedin.com/in/jacob-kosoff/
Jan LeikeAlignment Science Co-LeadAnthropicAI for Good / Researchhttps://www.linkedin.com/in/jan-leike-40aa87331/
Jesse WhaleyPresident, CTO&CISODigital Cyber ForgePublic Sectorhttps://www.linkedin.com/in/cisojesse/
Jessica Li GuildManaging Director - Global Head of Payment ControlDeutsche BankInnovators - Financial Serviceshttps://www.linkedin.com/in/jessica-li-guild-28b3459/
João MouraCEOCrew AIAI for Good / Researchhttps://www.linkedin.com/in/joaomdmoura/
John RoeseGlobal CTO and Chief AI OfficerDellInnovators - Enterprisehttps://www.linkedin.com/in/johnroese/
Joy BuolamwiniPresident, Founder, and Artist-in-ChiefAlgorithmic Justice LeagueAI for Good / Researchhttps://www.linkedin.com/in/buolamwini/
Justin BoitanoVP, Enterprise AINVIDIAInnovators - Enterprisehttps://www.linkedin.com/in/justinboitano/
Kapila MongaManaging Director - Artificial Intelligence and AutomationNordic GlobalInnovators - Enterprisehttps://www.linkedin.com/in/kapilamonga/
Kay Firth-ButterfieldCEOGood Tech AdvisoryAI for Good / Researchhttps://www.linkedin.com/in/kay-firth-butterfield/
Kent NelsonVice President of AI & Emergent TechnologiesCRH AmericaInnovators - Enterprisehttps://www.linkedin.com/in/kent-nelson-08b004221/
Lawrence GohHead, Group Technology & OperationsUOBPublic Sectorhttps://www.linkedin.com/in/lawrence-goh-uob/
Lawrence WongPrime Minister for SingaporeSingaporePublic Sectorhttps://www.linkedin.com/in/lawrence-wong-15728a18/
Lee HickinExecutive DirectorNational AI CenterPublic Sectorhttps://www.linkedin.com/in/leehickin/
Liang WenfengFounder and CEODeepSeekFounders 
Maksims VolkovsSVP, Chief AI ScientistTD Bank, Layer 6Innovators - Financial Serviceshttps://www.linkedin.com/in/maksimsvolkovs/
Marisa ReghiniVice President, Digital Business & TechnologyBanco do BrasilInnovators - Financial Serviceshttps://www.linkedin.com/in/marisareghini/
Mark LiuChairmanTSMCPublic Sectorhttps://www.linkedin.com/in/mark-liu-041345375/
Marta YebraAssociate ProfessorNU Fenner School of Environment & SocietyAI for Good / Researchhttps://www.linkedin.com/in/marta-yebra-40241575/
May HabibCEOWriter AIFoundershttps://www.linkedin.com/in/may-habib/
Meixi OngDeputy Director (AI Lab)DISPublic Sectorhttps://www.linkedin.com/in/meixi-ong/
Melissa ArnoldiEVP & GM, AT&T BusinessAT&TInnovators - Enterprisehttps://www.linkedin.com/in/melissaarnoldiinnovator/
Michael DemissieManaging Director, Head of Applied AI and PracticeBNYInnovators - Financial Serviceshttps://www.linkedin.com/in/michaeldemissie/
Michael RossApplied AI | AI HubBNYInnovators - Financial Serviceshttps://www.linkedin.com/in/oneross/
Michel FernandesData Science & Analytics LeaderBradescoInnovators - Financial Serviceshttps://www.linkedin.com/in/michel-fernandes-9a5221113/
Mike SantomassimoCFOWells FargoInnovators - Financial Serviceshttps://www.linkedin.com/in/mike-santomassimo-7628961/
Mira MuratiFounder & CEOThinking Machines LabFoundershttps://www.linkedin.com/in/mira-murati-4b39a066/
Neema RaphaelData, AI & Chief Data OfficerGoldman SachsInnovators - Financial Serviceshttps://www.linkedin.com/in/neema-raphael/
Nitzan Mekel-BobrovChief AI OfficereBayInnovators - Enterprisehttps://www.linkedin.com/in/nmekelbobrov/
Nur AitzhanCDOAl FuttaimInnovators - Enterprisehttps://www.linkedin.com/in/nur-aitzhan/
Prabhu RamamoorthyGlobal Partner Success Manager Financial ServicesNVIDIAInnovators - Enterprisehttps://www.linkedin.com/in/prabhuramamoorthy/overlay/about-this-profile/
Prem TadipatriManaging Director | CTO | AI, Data, Strategic Solutions | Global Wealth Management Americas TechUBSInnovators - Enterprisehttps://www.linkedin.com/in/tadipatri/
Prince PaulrajAssistant Vice President Data & AI, Chief Data OfficeAT&TInnovators - Enterprisehttps://www.linkedin.com/in/prince-paulraj/
Ravi KorlimarlaSr. Director Data Science and Advanced AnalyticsWorkdayInnovators - Enterprisehttps://www.linkedin.com/in/rkorlimarla/
Ravi RadhakrishnanCIOAmerican ExpressInnovators - Financial Serviceshttps://www.linkedin.com/in/ravikumar-radhakrishnan/
Rodrigo CastilloCTOCBAInnovators - Financial Serviceshttps://www.linkedin.com/in/rodrigocastillof/
Sam SirafiManager, Insights & AnalyticsChipotleInnovators - Enterprisehttps://www.linkedin.com/in/samsirafi/
Sara HookerFounderAdaptable IntelligenceFoundershttps://www.linkedin.com/in/sararosehooker/
Sarthak PattanaikChief Data & AI OfficerBNYInnovators - Financial Serviceshttps://www.linkedin.com/in/sarthak-pattanaik-1a191b/
Satish IyerVP CTODellInnovators - Enterprisehttps://www.linkedin.com/in/satishkiyer/
Scott WuFounderCognitionFoundershttps://www.linkedin.com/in/scott-wu-8b94ab96/
Seemantini GodboleCIOLowesInnovators - Enterprisehttps://www.linkedin.com/in/seemantini-godbole-241a4a1/
Sergei IzrailevHead of Data Science & AnalyticsAbove DataInnovators - Enterprisehttps://www.linkedin.com/in/sizrailev/
Shanker TrivediHead of SoftwareNVIDIAInnovators - Enterprisehttps://www.linkedin.com/in/shanker-trivedi-12540/
Shri SanthanamEVP Chief AI OfficerExperianInnovators - Enterprisehttps://www.linkedin.com/in/shriramsanthanam/
Sophia LeungEVP, ProtectTD BankInnovators - Financial Serviceshttps://www.linkedin.com/in/sophia-leung-8ba67a22/
Sudeshna BanerjeeManaging Director, Head of Enterprise Data Science & AIWells FargoInnovators - Financial Serviceshttps://www.linkedin.com/in/sudeshna-banerjee-b75b641/
Sue KeayDirector AI InstituteUNSWAI for Good / Researchhttps://www.linkedin.com/in/sukeay/
Suresh RangasamyAssociate Vice President, Data & AnalyticsMontefioreInnovators - Enterprisehttps://www.linkedin.com/in/sureshrangasamy/
Swarup PogalurManaging Director , CTO Digital and AI EngineeringWells FargoInnovators - Financial Serviceshttps://www.linkedin.com/in/swaruppogalur/
Swee Hai EngChief Operating OfficerPCS Security Pte LtdInnovators - Enterprisehttps://www.linkedin.com/in/swee-hai-eng-076824172/
Tharman ShanmugaratnamPresident of SingaporeSingaporePublic Sectorhttps://www.linkedin.com/in/tharman-shanmugaratnam/
Tian Beng NgPresident & Group CEOCertisInnovators - Enterprisehttps://www.linkedin.com/in/tian-beng-ng-b3886a32/
Tony LinPrincipal Software EngineerCiscoInnovators - Enterprisehttps://www.linkedin.com/in/tony-lin-6605948/
Tony WinstonPrincipal Hardware EngineerCiscoInnovators - Enterprisehttps://www.linkedin.com/in/tony-winston-5a89987/
Tracy KerrinsConsumer CIO and Head of Enterprise Generative AIWells FargoInnovators - Financial Serviceshttps://www.linkedin.com/in/tracymkerrins/
Trevor HastieProfessor EmeritusStanford UniversityAI for Good / Researchhttps://www.linkedin.com/in/trevor-hastie-a6a4735/
Vicky LeddaCIO RetailCBAInnovators - Financial Serviceshttps://www.linkedin.com/in/victoria-ledda-104aa635/
Vijay ParthasarathyMD, Firmwide Head of AIJP MorganInnovators - Financial Serviceshttps://www.linkedin.com/in/vijay2win/
Winston WuVP, Enterprise Data & AI Technologies and ArchitectureWorkdayInnovators - Enterprisehttps://www.linkedin.com/in/wuwinst/
Xiang LiSVP / Deputy Head, Group Technology & OperationsCertisInnovators - Enterprisehttps://www.linkedin.com/in/shawn-xiang-li-10746136/
Yigal ElbazSVP, Network CTOAT&TInnovators - Enterprisehttps://www.linkedin.com/in/yigal-elbaz-b1372b1/
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Judges

Alexandra V. Mousavizadeh

Co-CEO and Co-founder, Evident

Alexandra has spent the last 25 years ranking and quantifying complex societal and political forces. She started her career at Moody’s, then Morgan Stanley, later became CEO of ARC Ratings and then Director of the Prosperity Index. Most recently, Alexandra was a Founding Partner at Tortoise Media, where she ran Tortoise Intelligence, the Index and data business. Here, she was the architect of the groundbreaking Global AI Index, the first benchmark to track the strength of national AI ecosystems. She holds a degree in economics, mathematics and game theory from the University of Copenhagen.

Tess Posner

Board Member, AI4ALL

Tess Posner is an award-winning entrepreneur and artist dedicated to making innovation, creativity, and opportunity accessible to all. She served as Interim CEO and Board Member of AI4ALL, scaling it into an internationally recognized AI education organization with 20+ partner sites. Before that, she led TechHire at Opportunity@Work, a White House initiative expanding pathways into tech careers across 72 cities and 1,300+ companies. Earlier, Tess built and led Samaschool, training 50,000+ students in 70+ countries in digital freelancing and workforce adaptability, earning a spot on Business Insider’s “13 Most Innovative Schools in the World.” She also led workforce programs at First Place for Youth and ran literacy and debate programs in underserved NYC schools.

Philipp Singer

Senior Principal Data Scientist at H2O.AI

Philipp Singer is Senior Principal Data Scientist at H2O.ai and a distinguished Kaggle Grandmaster, having achieved world-#1 ranking in the global competitions leaderboard. He holds a PhD in Computer Science (with honours) from the Technical University of Graz. Philipp is known for his deep expertise in machine learning, data mining and statistics, contributing both to scientific publications and leadership in state-of-the-art applied AI.

Is there another AI innovator we should celebrate?

Submit your nominations for next year. We'll evaluate them for H2O's 2026 AI 100 list!

Submit nomination

 

Want to learn more about how we chose our winners?

Fill out the form to access the report.
 

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