1749 - 利用 Amazon SageMaker AI 和 IBM Watsonx 扩展 AI 治理规模.pdf

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1、Orlando,FLOctober 69IBM TechXchange 2025Session code 1749Neil LeblancIBM,CTO watsonx.governanceSiamak NarimanAWS,Senior Product ManagerScale AI governance with Amazon SageMaker AI and IBM watsonx.governanceAgenda0102030405060708Why AI/ML Governance?Challenges in implementing AI/ML GovernanceIBM wats

2、onx.governanceCompliance considerations with watsonx.governanceAmazon SageMaker AIwatsonx.governance&SageMaker AI integrationDemo time!Q&AIBM TechXchange|2025 IBM CorporationOrlando,FLOctober 69IBM TechXchange 2025Why AI/ML Governance?3IBM TechXchange|2025 IBM Corporation4What are customers looking

3、for?IBV The CEOs Guide to Generative AI(2025)Nearly nine out of 10 senior decision-makers are shifting their Gen AI investments to projects that will improve business performanceAlmost three-quarters(71%)of gen AI spending1 will go to HR,finance,customer service,sales and marketing,where investments

4、 are expected to drive quick ROI71%1/5th of gen AI spending1 goes to hiring skilled AI resources that are extremely hard to find.This prevents organizations to infuse Generative AI and realize quick time to value20%Believe decisions made by generative AI are not sufficiently explainableConcerned abo

5、ut the safety and ethical aspects of generative AIBelieve that generative AI will propagate established biasesBelieve generative AI cannot be trustedBusiness leaders face challenges in scaling AI across the enterprise with trustIBM TechXchange|2025 IBM Corporation548%46%46%42%Risk is everyones busin

6、ess90%of compliance leaders expect evolving business,regulatory,and customer demands to increase compliance-related operating costs by up to 30%.179%of organizations report that keeping up with the speed of digital and other transformations is a significant risk management challenge.277%of organizat