2310 - 利用生成式人工智能和合适的数据模型推进资产生命周期管理.pdf

1、IBM TechXchange 2025 conference IBM TechXchange|2025 IBM Corporation1#IBMTechXchangeAdvancing Asset Lifecycle Management Advancing Asset Lifecycle Management with Generative AI and the right Data with Generative AI and the right Data Models 2310Models 2310Rick Crory,CEO/President,MaximoGroups.orgKla

2、us Roder,Data&AI Enthusiast,IBMAgendaAsset-intensive organizations face evolving business challengesMaintenance Strategies&Maturity ModelData is the Lifeblood of AIFundamental Data Elements for Asset Lifecycle Management(ALM)The power of AI in ALMIBM TechXchange|2025 IBM Corporation2AgendaAsset-inte

3、nsive organizations face evolving business challengesMaintenance Strategies&Maturity ModelData is the Lifeblood of AIFundamental Data Elements for Asset Lifecycle Management(ALM)The power of AI in ALMIBM TechXchange|2025 IBM Corporation3Asset-intensive organizations face evolving business challenges

4、Time-based maintenance and run-to-failure are still common.There are pressing concerns on workforce productivity.Decarbonization is a top driver for industrial digitization.50%increase in hourly costs of downtime in just two years,from 2020 to 2022156%of the market today either runs their assets to

5、failure or practices traditional,time-based preventive maintenance235%or more service organizations cited that a lack of resources,workforce engagement and retention are the most pressing concerns388%of industrial organizations see meeting decarbonization targets as the most significant drivers for

6、digital transformation41.The True Cost of Downtime,Siemens,20232.IDC SaaS Path,IDC,2023The costs of unplanned downtime are soaring.3.Service Leaders Agenda,Service Council,20244.Global Corporate Survey,Verdantix,2023IBM TechXchange|2025 IBM Corporation45Optimize the whole lifecycle of your assets wi