Cbinsights-企业人工智能路线图：人工智能开发平台格局如何转变，改变买家评估ROI、用例等的方式（英）-2024-32页

TheEnterpriseAIRoadmap:HowtheAIdevelopmentplatformlandscapehastransformed,changinghowbuyersassessROI,usecases,andmoreWeminedCBInsightsdataandspokewith50+buyersofAIdevelopmentplatforms—includingDatabricks,HuggingFace,andScaleAI—tounderstandhowthey’redeployingAImodels,whatthey’repaying,andwhatthefutureholdsforthelandscape.NocompanywantstomissoutonAI.AscommercialapplicationsofAIscalerapidlyamidthegenerativeAIboom,enterprisesareracingtooverhaultheirinfrastructuretosupportthedeploymentandmanagementoftheseadvancedmodels.EnterprisebuyersareincreasinglyturningtoAIdevelopmentplatformsfortheirAIneeds.AIdevelopmentplatformsenableenterprisestomanagetheAIlifecycle—fromdatapreparation,training,andvalidationtomodeldeploymentandcontinuousmonitoring—throughasingleplatform.Thelandscapefeaturesamixofenterprisemachinelearning(ML)players(H2O.ai,DataRobot),bigtechproducts(GoogleCloudVertexAI,AmazonSageMakerandBedrock),aswellasemergingAIdevelopertools(Predibase,LightningAI).Source:CBInsights—AIdevelopmentplatformsmarketPlatformsarenowunderintensepressuretoadapttheirofferingsforthegenAIeraandcapturemoreenterpriseAIspend,enablingenterprisestoleveragethepoweroffoundationmodels.WeminedCBInsightsvaluation,headcount,andfinancingdata,aswellas50+buyerinterviews,tomaptheevolvinglandscapeandanalyzeitsfuture.Belowwe’llcover:1.TheAIdev...