Leading the Future of AI
Gen Matrix™
What is Gen Matrix?
Your compass in the AI-driven business landscape. This innovative ranking and analysis framework identifies organizations, startups, and individuals excelling in Generative AI adoption across industries like banking, healthcare, retail, and technology. By highlighting real-world applications and measurable impact, Gen Matrix provides decision-makers with actionable insights into the competitive AI landscape, focusing on outcomes rather than vendors. Discover how businesses are driving innovation and creating value through AI with Gen Matrix.
Industry-Wide AI Insights
Measurable Impact
Outcome Oriented
Industry-Wide AI Insights
Measurable Impact
Outcome Oriented
Message from this Q3 2025 sponsor DeRisk360
The Gen Matrix Report has become the industry’s most critical benchmark, cutting through the noise to show who is actually delivering value with Generative AI. We at DeRisk360 are proud to sponsor this report, as it aligns perfectly with our vision: to be the most trusted and efficient catalyst for data-driven transformation.
In today’s market, the question is no longer “Can we deploy AI?” but rather, “Can we deploy AI reliably, at scale, and with a guaranteed ROI?” Our mandate is to answer this by delivering high-velocity Data and AI Engineering solutions. We don’t just advise; we empower enterprises to achieve a minimum of 30% increase in total project value and ROI. This is achieved by transforming business risks into formidable assets through rigorous engineering and expertise.
The Gen Matrix provides the essential, data-backed clarity you need to navigate the AI landscape. We urge you to use these insights to benchmark your organization, not just against peers, but against the true potential of your data and technology platforms. The future belongs to those who successfully engineer their AI strategies for profitable, repeatable success.
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| Rank | Banking | Pharma | Tech | Insurance | Retail | Healthcare | Education | Defense | Telecom | Services |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | JPMorgan Chase | Roche | OpenAI | Prudential Financial | Amazon | Good Health | Pearson | Lockheed Martin | Verizon | McKinsey |
| 2 | Goldman Sachs | Pfizer | Nvidia | Generali Italia | Mercado Libre | Clarius | Chegg | Elbit Systems | Amdocs | Ernst & Young (EY) |
| 3 | Royal Bank of Canada | Regeneron | UPS Capital | Grupo Boticário | HCA Healthcare | edX | Northrop Grumman | AT&T | IBM Consulting | |
| 4 | ING Bank | Novartis | Microsoft | MetLife | Wayfair | Mayo Clinic | Pluralsight | Thales Group | Orange | PwC |
| 5 | Commonwealth Bank of Australia | Eli Lilly | Adobe | Metromile | Walmart | Qualtrics | DreamBox Learning | BAE Systems | Indosat | Deloitte |
| 6 | Morgan Stanley | AstraZeneca | Salesforce | Liberty Mutual | Zalando | Massachusetts General Hospital | LinkedIn Learning | Kratos Defense & Security Solutions | Telefónica | Accenture |
| 7 | Wells Fargo | Merck (AIDDISON) | AMD | Nirvana Insurance | Magalu (Magazine Luiza) | Portal Telemedicina | McGraw-Hill Education | Boeing Defense, Space & Security (BDS) | China Mobile | Alvarez and Marsal |
| 8 | NatWest Group | Sanofi | Meta (Facebook) | GEICO | Woolworths | Medical IP | Knewton | General Dynamics | Telenor | Hitachi Digital Services |
| 9 | UBS | Boehringer-Ingelheim | Anthropic AI | Hellas Direct | Leroy Merlin | Highmark Health | Coursera | Raytheon Technologies | Telecom Italia (TIM) | Bain & Company |
| 10 | Barclays | Cost Plus Drugs | Stability AI | Next Insurance | Belk | Certify OS | Udemy | L3Harris Technologies | British Telecom (BT) | Oliver Wyman |
| Rank | Banking | Pharma | Tech | Insurance | Retail | Healthcare | Education | Defense | Telecom | Services |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | WeBank | BenevolentAI | Runway | Tractable | Aisera | Hippocratic AI | Riiid | Palantir Technologies | Inorsa | Revefi |
| 2 | Kasisto | Insilico Medicine | HeyGen | CLARA Analytics | Caper AI | Viz.ai | Carnegie Learning | Anduril Industries | Netomi | Amberflo |
| 3 | Klarna | Exscientia | Writesonic | Gradient AI | Algolia | Abridge | Stride, Inc. | Helsing | MindTitan | CentML |
| 4 | Tink | Healx | Character.AI | Wefox | Syte | Click Therapeutics | Mathos AI | Skydio | N-iX | Zerve AI |
| 5 | N26 | Adaptyv Bio | AI21 Labs | Cuvva | Vue.ai | HeHealth | Gradescope | SparkCognition | AI Superior | Gretel.ai |
| 6 | Revolut | PathAI | Cohere | Zest AI | GroupBy Inc. | Autonomize.ai | Squirrel AI | Anomali | Sand Technologies | Astrato |
| 7 | Atom Bank | Atomwise | Mistral AI | Sprout.ai | Lily AI | Pingoo.ai | Shepherd (Education) | Charles River Analytics | XenonStack | Billigence |
| 8 | Moven | XtalPi | Pika Labs | Bdeo | Focal Systems | Hoppr.ai | Flint AI | Shield AI | Appinventiv | Zenlytic |
| 9 | Fundbox | Araceli Biosciences | Descript | Bold Penguin | Revery AI | NexusMD | Amplify | HawkEye 360 | Newo.ai | Decube |
| 10 | Midas AI | Alynix | Copy.ai | KASKO | New Globe Utopia (∆∞Ο) | Elanco | Clarity Innovations | Rebellion Defense | Net AI | YOOI |
| Rank | Banking | Pharma | Tech | Insurance | Retail | Healthcare | Education | Defense | Telecom | Services |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Manuela Veloso | Bijoy Sagar | Sundar Pichai | Ioannis Parapontis | Tim Steiner | Dr. Chris Mansi | Andrew Ng | Shane Zabel | Elena Fersman | Manish Goyal |
| 2 | Dimitris Tsementzis | Xiong Liu | Satya Nadella | John Q. Doyle | Yael Cosset | Greg Adams | Sal Khan | Catherine Jestin | Mahesh Ram | Alex Singla |
| 3 | Dr. Prag Sharma | Kim Branson | Jensen Huang | Alex Sidgreaves | Roland Gossage | Sam Hazen | Anant Agarwal | Mike Harasimowicz | Shyam Prabhakar Mardikar | David Rowlands |
| 4 | Dr. Andrew McMullan | Dimitrije Jankovic | Mark Zuckerberg | Matthieu Perrinel | Suresh Kumar | Manny Krakaris | Jeff Maggioncalda | Chris Kubasik | Yue Wang | Feryal Clark MP |
| 5 | Jeff McMillan | Heather Cole | Lisa Su | Daniel Schreiber | NarasimhaRao Nakarikanti | Jessica Mega | Ajit Jaokar | Johanna Hutchinson | Daniel Ramirez Cano | Janet Truncale |
| 6 | Zack Anderson | John P. Overington | Fei-Fei Li | Stan Smith | Bala Subramanian | Munjal Shah | Aishwarya Naresh Reganti | Bruce Swett | Sumit Khanna | Lorraine Barnes |
| 7 | Jorissa Neutelings | Liang Gu | Dario Amodei | Blake Allen | Ashwini Asokan | Khan M. Siddiqui | Omar Abbosh | Ryan Tseng | Kristjan Jansons | Anil Kumar |
| 8 | Johan Bryssinck | Hamza Tajmouati | Elon Musk | Jim Young | Purva Gupta | David Feinberg | Aaron Skonnard | Palmer Luckey | Kate Johnson | Roger Lvin |
| 9 | Sanjay Sidhwani | Alex Zhavoronkov | Yann LeCun | Roi Amir | Doug Herrington | Joon S. Park | Derek Haoyang | John Serafini | Andrew Pavliv | Omar Sultan AlOlama |
| 10 | Ajith S. | Daniel Neil | Mira Murati | Mark Robinson | Amir Sheikh | Amit Garg | (Young-Jun) Jang | Gundbert Scherf | Abhishek Singh | Clay Heskett |
| Rank | Banking | Pharma | Tech | Insurance | Retail | Healthcare | Education | Defense | Telecom | Services | Energy |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | DBS | Novo Nordisk | Databricks | OdysseyRe | Carrefour | Community Health Systems | Duolingo | RTX (Raytheon Technologies) | Singtel | Boston Consulting Group (BCG) | Schneider Electric |
| 2 | National Australia Bank (NAB) | Amgen | Oracle | Munich Re | Morrisons | GE Healthcare | Labster | Saab Group | SK Telecom | McKinsey | Enverus |
| 3 | Hokuhoku Financial Group | GSK | Adobe | Sun Life Financial | Sainsbury’s | Healthineers | Cognii | Honeywell Aerospace | SoftBank Telecom | Deloitte | EDF Group |
| Rank | Banking | Pharma | Tech | Insurance | Retail | Healthcare | Education | Defense | Telecom | Services | Energy |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Forethought | Insitro | Synthesia | Shift Technology | Presto | Artisight | Univerbal AI | Scale AI | Aira Technologies | Markovate | Blumen |
| 2 | Scienaptic AI | Genesis Therapeutics | Inworld AI | Sixfold | Bossa Nova | Huma AI | SuperKalam | Saronic Technologies | Celona | Turing | Rewbi |
| 3 | Brex | Deep Genomics | Forethought | ZestyAI | Standard AI | Jorie AI | Pandatron | Slingshot Aerospace | Voxist | Harvey | Uplight |
| Rank | Banking | Pharma | Tech | Insurance | Retail | Healthcare | Education | Defense | Telecom | Services | Energy |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Aparna Sinha | Jason Rolfe | Jonathan Frankle | Darien Acosta | Gee Lefevre | Dorin Comaniciu | Jana Krotsch | Vibhav A. | Rajeev Shah | Alex Singla | Sam Ramadori |
| 2 | Noémie Ellezam | Amar Drawid, Ph.D. | Peter van der Putten | Julia Krezdorn | Venkat Raghavan | Parminder Bhatia | Dima Syrotkin | Alessandro Nicolosi | Karel Bourgois | Nidhi Srivastava | Chase Lochmiller |
| 3 | Tim Hogarth | Brice Challamel | Spence Green | Vishal Singh | Maxime Patte | Cindy Revol | Michael Bodekaer Jensen | Alexandr Wang | Inanc Cakiroglu | Tom M. | Philippe Rambach |
| Rank | Banking | Pharma | Tech | Insurance | Retail | Healthcare | Education | Defense | Telecom | Services | Energy |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Y Combinator | Kleiner Perkins | Microsoft | LDV | Techstars | Outset Capital | Y Combinator | a16z | Harpoon | Andreessen Horowitz | Y Combinator |
| 2 | Thrive Capital | Next Stage | Felicis Ventures | Bessemer Venture Partners | Dundee Venture Capital | 8VC | BLinC Invest | Washington Harbour | The Creator Fund | Conviction | Tiger Global |
| 3 | BCV | Value Partners Group | Outset Capital | ff Venture Capital (Muffintech) | Susquehanna Growth Equity | New Enterprise Associates | ASCEND | Wa’ed Ventures | STC Ventures | Startup Spark | ETF Partners |
| Rank | Banking | Pharma | Tech | Insurance | Retail | Healthcare | Education | Defense | Telecom | Services | Energy |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | JPMorgan Chase | Sanofi | Nvidia | GEICO | Lowe’s | GE Healthcare | Duolingo | Anduril Industries | Telus | C3.ai | Octopus Energy |
| 2 | UBS | BPGbio | Anthropic | Hellas Direct | Amazon | Siemens Healthineers | Coursera | Lockheed Martin | SoftBank | Accenture | TotalEnergies |
| 3 | Goldman Sachs | Insilico Medicine | Mistral AI | Next Insurance | Walmart | Mass General Brigham | Carnegie Learning | Palantir Technologies | Bharti Airtel | Globant | Siemens Energy |
| Rank | Banking | Pharma | Tech | Insurance | Retail | Healthcare | Education | Defense | Telecom | Services | Energy |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | OnFinance AI | Noetik | Articul8 AI | Sixfold | Caper AI | Hippocratic AI | MagicSchool AI | Overland AI | DeepSig | ElevenLabs | CuspAI |
| 2 | Arya.ai | Ångström AI | Adaptive ML | Federato | Veesual | CodaMetrix | Epsilon | Scout AI | Highway 9 Networks | Harvey | Tibo Energy |
| 3 | GreyLabs AI | Xaira Therapeutics | Prompt Security | Sprout.ai | Fabric | Arintra | Flint AI | Obviant | EdgeQ | Writer | Verse Inc. |
| Rank | Banking | Pharma | Tech | Insurance | Retail | Healthcare | Education | Defense | Telecom | Services | Energy |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Karen Dewar (Chief Data & Analytics Officer, NatWest) | Demis Hassabis (CEO at Isomorphic Labs) | Dario Amodei (CEO & Co‑Founder, Anthropic) | Abhay Mitra (Co‑Founder & CTO at Nirvana Insurance) | Suresh Kumar (Global CTO & Chief Development Officer at Walmart) | Dr. Suchi Saria (Founder & CEO at Bayesian Health) | Fei-Fei Li ( Cofounder & CEO at World Labs) | Gary Steele (CEO at Shield AI) | Andy Markus (Chief Data and AI Officer at AT&T) | Arnab Chakraborty (Senior Managing Director of Data and AI at Accenture) | Kiran Bhatraju (Founder & CEO at Arcadia Power) |
| 2 | Rohit Dhawan (Group Head of AI & Advanced Analytics, Lloyds Banking Group) | Brice Challamel (Head of AI Products & Innovation at Moderna) | Eiso Kant (CTO & Co‑founder at Poolside AI) | Snejina Zacharia (CEO and Founder at Insurify) | Chandhu Nair (SVP, Data, AI & Innovation at Lowe’s) | Munjal Shah (Co‑founder & CEO at Hippocratic AI) | Andrew Ng (Founder at DeepLearning.AI) | Dr. Robert Fink (CTO at Helsing) | Wang Xiaochuan (Founder & CEO at Baichuan AI) | Helen Mayhew (Partner at QuantumBlack, AI by McKinsey) | Dr. Vishal Jain (Head of AI & AI Lead at AiDASH) |
| 3 | Charlotte Wood (Global Head of AI and Innovation at Schroders) | Anne E. Carpenter (Scientific and Technical Advisory Board member at Recursion Pharmaceuticals) | Sharad Sanghi (Co‑Founder & CEO, Neysa) | Sashank Gondala (Co‑Founder & CTO at FurtherAI) | Ting Cai (Chief AI & Data Officer at Rakuten) | Dr. BK Nayak (Founder & CEO at Spikewell) | Karttikeya Mangalam (Founder & CEO at SigIQ.ai) | John Serafini (CEOat HawkEye 360) | Suk Geun (SG) Chung (Chief AI Global Officer at SK Telecom) | Dr. Léa El Samarji (Chief AI Officer at Avanade) | Ayush Gupta (CTO & Co‑Founder at Enlog) |
| Rank | Banking | Pharma | Tech | Insurance | Retail | Healthcare | Education | Defense | Telecom | Services | Energy |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Bessemer Venture Partners | Flagship Pioneering | NVIDIA (GPU Ventures) | European Innovation Council | Pavestone | Polaris Partners | Y Combinator | Andreessen Horowitz | Telstra Ventures | Accenture Ventures | Hanwha Holding |
| 2 | Sequoia Capital | Andreessen Horowitz (a16z) | Amazon (AWS Generative AI Accelerator) | Techstars | Conductive Ventures | Foresite Capital | Reach Capital | Evolution Equity Partners | Samsung Catalyst Fund | Canaan Partners | Sustainable Development Technology Canada (SDTC) |
| 3 | Thrive Capital | Lightspeed Venture Partners | Lightspeed Venture Partners | Business Angels | Susquehanna Growth Equity | Accel | Index Ventures | L3Harris | YourNest VC | Jump Capital | IPO Club |
| Rank | Banking | Pharma | Tech | Insurance | Retail | Healthcare | Education | Defense | Telecom | Services | Energy |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Goldman Sachs | Isomorphic Labs | OpenAI | Allianz | Amazon | Philips | Khan Academy | Lockheed Martin | AT&T | Microsoft | NextEra Energy |
| 2 | Morgan Stanley | Eli Lilly | Manulife | Walmart | GE HealthCare | Duolingo | Northrop Grumman | Verizon | IBM | National Grid | |
| 3 | CBA | Novartis | Nvidia | AIG | Shopify | Siemens Healthineers | Instructure | RTX (Raytheon) | Deutsche Telekom | Accenture | EDF |
| Rank | Banking | Pharma | Tech | Insurance | Retail | Healthcare | Education | Defense | Telecom | Services | Energy |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Affirm | Cradle Bio | Mistral AI | Federato | Operand | Ambience Healthcare | MagicSchool AI | Helsing | Celona | Harvey | CuspAI |
| 2 | Sardine AI | Bioptimus | Decagon | Sixfold | Corgi Labs | Asepha | Knowunity | Saronic | Hypersense by Subex | Perplexity | Tibo Energy |
| 3 | Slope | RECEPTOR.AI | Imbue | Armilla Assurance | Zimi | Thatch AI | Elicit AI | Merlin Labs | Wavelo | Cognition AI | Othersphere |
| Rank | Banking | Pharma | Tech | Insurance | Retail | Healthcare | Education | Defense | Telecom | Services | Energy |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Sherry Marcus (Head of AI at Tradeweb) | Narasimhan Aravamudhan (Vice President - Service Delivery at Zifo RnD Solutions) | Alexandr Wang (CEO and Founder of Scale AI) | Jeremy Colletta (CEO of Commsure Ltd.) | Sara Moret (Senior Director of Generative AI Strategy at Target) | Scott Burke (CTO at Verily) | Amanda Bickerstaff (Co-Founder & CEO at AI for Education) | Shyam Sankar (CTO, Palantir Technologies) | Deepika Adusumilli (Chief Data and AI Officer at BT Group) | Aravind Srinivas (CEO & Co-Founder of Perplexity AI) | Andy Quick (Chief AI Officer at Entergy) |
| 2 | Mike de Vere (CEO of Zest AI) | Dr. Chris Bahl (Founder & CEO of AI Proteins) | Sam Altman (CEO & Founder of OpenAI) | Bhargavi Ramadugu (Founder & CEO of CleverNav) | Marie Cappelaere (Chief Digital and AI Officer at Boulanger) | Parminder Bhatia (Chief AI Officer at GE HealthCare) | Andrew Ng (Founder, DeepLearning.AI) | Doug Matty (Chief Digital and Artificial Intelligence Officer at U.S. Department of Defense) | Cui Li (Chief Digital Officer at ZTE Corporation) | Aidan Gomez (CEO & Co-Founder of Cohere) | Kim Hales (Chief Data and AI Officer at NRG Energy) |
| 3 | Nuno Sebastião (Founder & CEO of Feedzai) | Yochi Slonim (Co-Founder & CEO of Anima Biotech) | Mira Murati (Founder & CEO of Thinking Machines Lab) | Jeremy Jawish (CEO at Shift Technology) | Fatih Nayeb (VP of Data & AI at ALDO Group) | Micky Tripathi (Chief AI Implementation Officer at Mayo Clinic) | Jack Lynch (CEO, Houghton Mifflin Harcourt) | Gary Steele (CEO at Shield AI) | Zico Kolter (Board Member & AI Advisor at Qualcomm) | Lan Guan (Chief AI Officer at Accenture) | Amy Challen (Global Head of Artificial Intelligence at Shell) |
| Rank | Banking | Pharma | Tech | Insurance | Retail | Healthcare | Education | Defense | Telecom | Services | Energy |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Andreessen Horowitz (a16z) | Flagship Pioneering | Andreessen Horowitz (a16z) | MS&AD Ventures | Sequoia Capital | Andreessen Horowitz (a16z) | Owl Ventures | Andreessen Horowitz (a16z) | SoftBank Vision Fund | General Catalyst | Energy Impact Partners |
| 2 | Sequoia Capital | ARCH Venture Partners | General Catalyst | Munich Re Ventures | FTV Capital | ARCH Venture Partners | GSV Ventures | In-Q-Tel | NVIDIA's Venture Investments | Sequoia Capital | Hitachi Ventures |
| 3 | Khosla Ventures | Sanofi | Salesforce Ventures | MassMutual Ventures | Vistara Growth | Kleiner Perkins | Learn Capital | Lux Capital | Qualcomm Ventures | Google Ventures | Energize Capital |
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FAQs
What is the Gen Matrix?
The Gen Matrix is an innovative ranking and analysis framework that identifies leaders, such as you, in Generative AI adoption across industries like banking, healthcare, retail, and technology. It highlights real-world applications, measurable impact, and actionable insights for you as a decision-maker to navigate the AI landscape.
Why should I download the Gen Matrix report?
Downloading the Gen Matrix report provides you with valuable insights into how other top organizations leverage Generative AI for innovation and competitive advantage. It helps your business understand industry trends, benchmark performances, and make data-driven decisions for AI integration.
How is the Gen Matrix report by Towards AGI relevant?
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Is the Gen Matrix report available for free?
Yes! You can download the Gen Matric report for FREE. Just schedule a call with us to get started.



