不再有孤儿：利用 MCP 将工作和人员数据纳入决策.pdf

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.I S V 3 1 9No More Orphans:Bringing Work and People Data Into Decisions with MCPIke BennionVP of Product Management,Platform,Visier(he/him)Kinman LamSenior Solutions

2、 Architect,AWS(he/him)2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.The Challenge Why work and people data is underusedThe Solution MCP+Visier,a backbone for decisionsIn Action Planning,execution,and agent examplesLessons Learned Overcoming integration and scaleTransformation an

3、d the Future Unlocking higher impact 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Where work and people get orphanedThe Data ChallengeThe Time ChallengeThe Decider ChallengeSiloed data that misses impact and lacks contextOften data to support ad hoc decisions isnt availableMana

4、gers and leaders lack knowledge of what they have 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Enter Visier+MCPPutting ready to use work and people insights into the hands of managersSemantic LayerCaching and DistributionData IngestionHCMsERPsEDWsS3CSVsSFTPMCP ClientMCP ServerV

5、isiers MCP Deployment 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Lessons LearnedMulti-API WorkflowsChallenge:Exposed the need for us to rethink the experience of our APIs to support this new use case Agents.Ac

6、curacy and DependabilityChallenge:Tool descriptions matter a lot.Sometimes agents struggle with what to use when.The Potential CostChallenge:With the difference in behaviors of Agents,how do we protect infrastructure and costs?Mitigation:Implemented better API