ML and Data Science Platforms Adoption Among the Global Top 100
ML and Data Science Platforms Adoption Among the Global Top 100

This report delves into the adoption of ML and Data Science Platforms by the Global Top 100 companies, both privately-held and publicly-traded, as ranked by size, including employee count and revenue metrics, such as those found in the Fortune 1000 and Global 2000 listings. We explore how these leading enterprises are leveraging ML and Data Science to pursue strategic goals and drive lasting benefits across various business functions.

The adoption of ML and Data Science within these top companies reveals significant investments in ML technology, highlighting a broad and diverse approach. These organizations frequently partner with multiple vendors, integrating complementary ML and Data solutions to achieve their business objectives. This multi-vendor approach allows them to tailor ML and Data Science deployments that drive competitive advantages, operational efficiencies, and overall sustainability.

Our latest findings detail the software purchases related to ML and Data Science platforms among these top 100 enterprises, their technology investments span a range of ML tools and solutions, underscoring the complexity of ML and Data Science adoption at this level.

ML and Data Science Vendors Among the Global Top 100

Amazon Web Services (AWS) currently holds a 15% market share in the ML and Data Science space, making it the leading provider among the Global Top 100, followed by Microsoft Azure, Google Cloud, SAP Leonardo, and H2O.ai.

VendorML and Data Science Platforms AppsCustomersMarket Share
Amazon Web Services (AWS)Amazon Inferentia, Amazon SageMaker, Amazon Trainium1515%
MicrosoftMicrosoft Azure Language Understanding Intelligent Service (LUIS), Microsoft Azure Machine Learning, Microsoft SQL Server 2017 Machine Learning Services, Microsoft Azure AI Platform1414%
Google Google BigQuery ML, Google Cloud AutoML, Google Cloud Machine Learning Engine,  Google TensorFlow1111%
SAP SAP Customer Retention, powered by Leonardo ML, SAP Leonardo Machine Learning99%
H2O.aiH2O Driverless AI, H2O Open Source ML99%
Cadence Design SystemsCadence Xcelium Parallel Logic Simulation77%
OracleOracle DataScience.com Platform, Oracle Management Cloud44%
VerticaVertica Analytics Platform33%
Sift ScienceSift Science Digital Trust Platform33%
DatabricksDatabricks MLflow, Databricks Unified Analytics Platform33%
ClouderaCloudera Data Science Workbench, Cloudera Enterprise Data Hub33%
Blue YonderJDA Luminate Demand Edge33%
IBMIBM Watson Studio (ex IBM Data Science Experience)22%
DataRobotDataRobot Cloud22%
AnacondaAnaconda Enterprise Platform22%
TegriaKenSci Clinical Analytics11%
ServiceNowServiceNow Now Intelligence11%
OneStream Software LLCOneStream Sensible ML11%
KNIMEKNIME11%
Domino Data LabDomino Data Science Platform11%
C3.aiC3 AI Energy Management11%
BigMLBigML11%
AppenFigure Eight Platform11%
Apache SoftwareApache Spark MLlib11%
Altair EngineeringRapidMiner Data Science Platform11%
Grand Total100100%

Source: APPS RUN THE WORLD, 2024

The insights derived from our research will empower marketers, product managers, and IT professionals to better understand the adoption trends shaping the future of ML and Data Science. These trends can potentially lead to significant shifts within the competitive landscape, impacting strategies and market positioning for years to come.

By monitoring these top enterprises and their technology choices, we equip our clients with the knowledge needed to anticipate changes and stay ahead in the rapidly transforming world of enterprise software and ML innovation.

Custom data cuts related to the ML and Data Science Platforms Market are available:

  • Top ML and Data Science Vendors, Market Size and Market Forecast 2023-2027
  • ML and Data Science Platforms Market By Vertical Market (21 Industry)
  • ML and Data Science Platforms Market By Country (USA + 45 countries)
  • ML and Data Science Platforms Market By Region (Americas, EMEA, APAC)
  • ML and Data Science Platforms Market By Customer Size (revenue, employee count, asset)
  • ML and Data Science Platforms Market By Channel (Direct vs Direct)
  • ML and Data Science Platforms Market By Vendor or Product

Global Top 100 adopting ML and Data Science Platforms

The influence of these top 100 organizations on the broader AI market is profound, despite their representation of only a small segment of the digital transformations we track annually. These companies often serve as early adopters and trendsetters, shaping the future of AI and driving innovations that impact the industry at large.

Our Buyer Insight Technographics Database provides a closer look at these major organizations, capturing the size and intricacy of their IT stacks, along with the frequency of their technology investments. This unique database reveals patterns in AI adoption and highlights emerging trends, which are crucial for understanding the evolving landscape of ML and Data Science Platforms.

Our research team continuously tracks the adoption of various ML and Data Science platforms, drawing on both publicly available information, such as press releases and case studies, and proprietary data sources. Each quarter, we update our records to reflect new AI implementations, providing clients with current and relevant insights into market shifts.

Here are the Global Top 100 companies and their adoption of ML and Data Science platforms

CustomerIndustryEmpl.RevenueCountryVendorML and Data Science Platforms AppsWhen
AccentureProfessional Services750000$64.1BIrelandIBMIBM Watson Studio (ex IBM Data Science Experience)2017
AccentureProfessional Services750000$64.1BIrelandServiceNowServiceNow Now Intelligence2020
The Coca-Cola CompanyConsumer Packaged Goods700000$45.8BUnited StatesMicrosoftMicrosoft Azure Machine Learning2015
The Coca-Cola CompanyConsumer Packaged Goods700000$45.8BUnited StatesGoogleGoogle TensorFlow2017
Home DepotRetail465000$15.7BUnited StatesAppenFigure Eight Platform2016
Home DepotRetail465000$15.7BUnited StatesGoogleGoogle BigQuery ML2017
Home DepotRetail465000$15.7BUnited StatesGoogleGoogle Cloud AutoML2017
NTT CommunicationsProfessional Services333840$91.7BJapanOracleOracle Management Cloud2017
Vivo BrazilCommunications330000$45.0BBrazilClouderaCloudera Data Science Workbench2022
Costco WholesaleRetail316000$242.3BUnited StatesSAPSAP Leonardo Machine Learning2018
Costco WholesaleRetail316000$242.3BUnited StatesOneStream Software LLCOneStream Sensible ML2022
JP Morgan ChaseBanking and Financial Services313206$155.0BUnited StatesAmazon Web Services (AWS)Amazon SageMaker2020
Lowe’s CompaniesRetail300000$86.4BUnited StatesKNIMEKNIME2019
HCA HealthcareHealthcare294000$60.2BUnited StatesH2O.aiH2O Open Source ML2016
AlbertsonsRetail290000$72.0BUnited StatesBlue YonderJDA Luminate Demand Edge2018
SubscribeManufacturing270000$22.5BSouth KoreaCadence Design SystemsCadence Xcelium Parallel Logic Simulation2013
SubscribeManufacturing250000$33.5BUnited StatesSAPSAP Leonardo Machine Learning2017
SubscribeInsurance235785$100.8BUnited StatesH2O.aiH2O Open Source ML2016
SubscribeBanking and Financial Services229000$78.5BUnited StatesVerticaVertica Analytics Platform2017
SubscribeBanking and Financial Services229000$78.5BUnited StatesAnacondaAnaconda Enterprise Platform2018
SubscribeProfessional Services228000$245.1BUnited StatesMicrosoftMicrosoft Azure Machine Learning2015
SubscribeProfessional Services228000$245.1BUnited StatesMicrosoftMicrosoft Azure Language Understanding Intelligent Service (LUIS)2019
SubscribeProfessional Services220000$13.4BIndiaAmazon Web Services (AWS)Amazon Trainium2023
SubscribeProfessional Services220000$13.4BIndiaAmazon Web Services (AWS)Amazon Inferentia2023
SubscribeProfessional Services186000$121.6BUnited StatesH2O.aiH2O Open Source ML2016
SubscribeMedia173250$88.9BUnited StatesAmazon Web Services (AWS)Amazon SageMaker2016
SubscribeBanking and Financial Services173222$14.5BIndiaMicrosoftMicrosoft SQL Server 2017 Machine Learning Services2017
SubscribeAutomotive167397$163.1BGermanySAPSAP Leonardo Machine Learning2017
SubscribeAutomotive167397$163.1BGermanyMicrosoftMicrosoft Azure Machine Learning2018
SubscribeUtilities164640$39.9BFranceMicrosoftMicrosoft Azure Machine Learning2016
SubscribeProfessional Services164000$53.7BUnited StatesOracleOracle DataScience.com Platform2024
SubscribeAutomotive162029$47.2BJapanAmazon Web Services (AWS)Amazon SageMaker2021
SubscribeManufacturing161000$383.3BUnited StatesCadence Design SystemsCadence Xcelium Parallel Logic Simulation2016
SubscribeHealthcare160000$15.7BUnited KingdomTegriaKenSci Clinical Analytics2017
SubscribeConsumer Packaged Goods155000$165.0BUnited StatesSAPSAP Customer Retention, powered by Leonardo ML2016
SubscribeProfessional Services152400$6.2BIndiaMicrosoftMicrosoft Azure Language Understanding Intelligent Service (LUIS)2018
SubscribeManufacturing124800$54.2BUnited StatesCadence Design SystemsCadence Xcelium Parallel Logic Simulation2017
SubscribeManufacturing124800$54.2BUnited StatesGoogleGoogle TensorFlow2016
SubscribeManufacturing122000$69.6BUnited StatesDomino Data LabDomino Data Science Platform2019
SubscribeManufacturing120000$88.4BUnited StatesMicrosoftMicrosoft SQL Server 2017 Machine Learning Services2017
SubscribeLife Sciences111422$75.3BGermanySAPSAP Leonardo Machine Learning2017
SubscribeLife Sciences110000$49.9BUnited StatesVerticaVertica Analytics Platform2014
SubscribeRetail110000$23.5BUnited KingdomBlue YonderJDA Luminate Demand Edge2017
SubscribeBanking and Financial Services109991$39.4BSwitzerlandVerticaVertica Analytics Platform2011
SubscribeCommunications103638$44.0BSpainBigMLBigML2015
SubscribeCommunications103638$44.0BSpainMicrosoftMicrosoft Azure Language Understanding Intelligent Service (LUIS)2018
SubscribeOil, Gas and Chemicals103000$316.6BUnited KingdomDatabricksDatabricks Unified Analytics Platform2019
SubscribeHealthcare100000$17.1BUnited StatesAmazon Web Services (AWS)Amazon SageMaker2020
SubscribeHealthcare100000$17.1BUnited StatesGoogleGoogle TensorFlow2016
SubscribeManufacturing96337$26.3BJapanOracleOracle Management Cloud2021
SubscribeManufacturing95000$36.7BUnited StatesAmazon Web Services (AWS)Amazon SageMaker2019
SubscribeRetail94570$25.3BUnited StatesH2O.aiH2O Open Source ML2014
SubscribeAutomotive90000$6.5BBrazilMicrosoftMicrosoft Azure Machine Learning2018
SubscribeUtilities88241$102.5BFranceC3.aiC3 AI Energy Management2016
SubscribeProfessional Services84900$57.0BUnited StatesSAPSAP Leonardo Machine Learning2017
SubscribeProfessional Services84900$57.0BUnited StatesH2O.aiH2O Open Source ML2014
SubscribeManufacturing83000$62.9BSouth KoreaMicrosoftMicrosoft Azure Machine Learning2017
SubscribeRetail82000$71.6BUnited StatesDataRobotDataRobot Cloud2017
SubscribeRetail80000$14.4BGermanyMicrosoftMicrosoft Azure Machine Learning2021
SubscribeHealthcare78810$20.5BUnited StatesGoogleGoogle BigQuery ML2022
SubscribeProfessional Services76752$2.5BCanadaGoogleGoogle TensorFlow2017
SubscribeBanking and Financial Services74735$11.0BIndonesiaClouderaCloudera Enterprise Data Hub2020
SubscribeAutomotive73608$37.0BIndiaMicrosoftMicrosoft Azure Machine Learning2020
SubscribeManufacturing69656$19.8BNetherlandsSAPSAP Customer Retention, powered by Leonardo ML2016
SubscribeCommunications67000$78.6BUnited StatesAmazon Web Services (AWS)Amazon SageMaker2021
SubscribeProfessional Services64000$19.2BUnited StatesH2O.aiH2O Open Source ML2016
SubscribeInsurance61432$62.1BUnited StatesH2O.aiH2O Open Source ML2014
SubscribeBanking and Financial Services60000$98.9BSouth AfricaAmazon Web Services (AWS)Amazon SageMaker2021
SubscribeConsumer Packaged Goods60000$15.9BUnited StatesSift ScienceSift Science Digital Trust Platform2021
SubscribeRetail58500$8.9BSpainGoogleGoogle Cloud AutoML2019
SubscribeProfessional Services56606$34.9BUnited StatesApache SoftwareApache Spark MLlib2020
SubscribeBanking and Financial Services55091$7.1BBrazilClouderaCloudera Data Science Workbench2019
SubscribeOil, Gas and Chemicals54000$55.6BUnited KingdomOracleOracle DataScience.com Platform2016
SubscribeBanking and Financial Services53932$21.5BUnited StatesAnacondaAnaconda Enterprise Platform2017
SubscribeBanking and Financial Services53932$21.5BUnited StatesAmazon Web Services (AWS)Amazon SageMaker2020
SubscribeManufacturing51370$16.1BSwitzerlandCadence Design SystemsCadence Xcelium Parallel Logic Simulation2017
SubscribeBanking and Financial Services51300$36.8BUnited StatesAmazon Web Services (AWS)Amazon SageMaker2017
SubscribeBanking and Financial Services51300$36.8BUnited StatesH2O.aiH2O Open Source ML2015
SubscribeHealthcare51000$19.6BUnited StatesAmazon Web Services (AWS)Amazon SageMaker2016
SubscribeManufacturing51000$13.0BUnited StatesCadence Design SystemsCadence Xcelium Parallel Logic Simulation2018
SubscribeBanking and Financial Services50815$10.7BSouth AfricaAmazon Web Services (AWS)Amazon SageMaker2019
SubscribeManufacturing50500$15.8BUnited StatesH2O.aiH2O Driverless AI2016
SubscribeManufacturing50000$5.9BRussiaSAPSAP Leonardo Machine Learning2017
SubscribeManufacturing50000$7.7BItalyDatabricksDatabricks Unified Analytics Platform2017
SubscribeRetail50000$10.0BUnited StatesSift ScienceSift Science Digital Trust Platform2020
SubscribeCommunications49781$17.5BCanadaAltair EngineeringRapidMiner Data Science Platform2015
SubscribeRetail48000$6.8BUnited Arab EmiratesMicrosoftMicrosoft Azure Machine Learning2016
SubscribeOil, Gas and Chemicals45600$196.9BUnited StatesGoogleGoogle Cloud AutoML2016
SubscribeConsumer Packaged Goods42400$10.9BUnited StatesSift ScienceSift Science Digital Trust Platform2021
SubscribeAerospace and Defense41400$20.8BUnited KingdomGoogleGoogle Cloud Machine Learning Engine2017
SubscribeRetail41186$117.6BGermanyBlue YonderJDA Luminate Demand Edge2017
SubscribeHealthcare40500$8.1BUnited StatesDataRobotDataRobot Cloud2017
SubscribeBanking and Financial Services40000$10.1BUnited KingdomGoogleGoogle Cloud Machine Learning Engine2018
SubscribeUtilities39000$5.7BChinaSAPSAP Leonardo Machine Learning2017
SubscribeProfessional Services36000$7.2BUnited StatesIBMIBM Watson Studio (ex IBM Data Science Experience)2016
SubscribeEducation34668$12.1BUnited StatesDatabricksDatabricks MLflow2020
SubscribeManufacturing34200$13.2BNetherlandsCadence Design SystemsCadence Xcelium Parallel Logic Simulation2019
SubscribeManufacturing34200$13.2BNetherlandsAmazon Web Services (AWS)Amazon SageMaker2023
SubscribeHealthcare34100$45.0BUnited StatesAmazon Web Services (AWS)Amazon SageMaker2017
SubscribeManufacturing34000$17.5BUnited StatesCadence Design SystemsCadence Xcelium Parallel Logic Simulation2019

Source: APPS RUN THE WORLD, October 2024

Research Methodology

Each year our global team of researchers conduct an annual survey of thousands of enterprise software vendors by contacting them directly on their latest quarterly and annual revenues by country, functional area, and vertical market. We supplement their written responses with our own primary research to determine quarterly and yearly growth rates, In addition to customer wins to ascertain whether these are net new purchases or expansions of existing implementations.

Another dimension of our proactive research process is through continuous improvement of our customer database, which stores more than ten million software purchases and records on the enterprise software landscape of over 2 million organizations around the world.

The database provides customer insight and contextual information on what types of enterprise software systems and other relevant technologies are they running and their propensity to invest further with their current or new suppliers as part of their overall IT transformation projects to stay competitive, fend off threats from disruptive forces, or comply with internal mandates to improve overall enterprise efficiency.

The result is a combination of supply-side data and demand-generation customer insight that allows our clients to better position themselves in anticipation of the next wave that will reshape the enterprise software marketplace for years to come.