A104_Parikh.pptx

1、,GOLD,SILVER,BRONZE,ONELAKE,DATA SUMMIT ENTERPRISE SESSION,Data ValueChains.,Medallion Architecturemeets Microsoft Fabric.,A session on structuring data flowfor reuse,governance,and agility.,Milan Parikh,Lead Enterprise Data Architect,Cytel,02 SESSION AGENDA,DATA SUMMIT,What well cover,0005,min,The

2、Data Fragmentation Problem,CONTEXT,0512,min,From Pipelines to Value Chains,FRAMING,1222,min,Medallion Architecture:Bronze,Silver,Gold,CORE,2230,min,Microsoft Fabric:Layer by Layer,FABRIC,3035,min,Governance,Reuse&Enterprise Impact,OUTCOMES,3540,min,Implementation Blueprint&Takeaways,CLOSE,4045,min,Q

3、uestions&Answers,Q&A,Medallion Architecture Microsoft Fabric,03 THE PROBLEM,DATA SUMMIT,Organizations collectdata faster than they,organize it.,The problem is not data availability.The problem is structured transformation.,Teams build isolated pipelines independently,Each handoff creates a new data

4、copy,No shared lineage,no consistent quality,Governance is added last if at all,Analytics delivery slows as complexity grows,60%-70%,of data teams report duplicated pipelines across departments,3 to 4,longer time-to-insight when governance is applied after the fact,$12.9M,average annual cost of poor

5、 data quality per large enterprise,Medallion Architecture Microsoft Fabric,04 FROM PIPELINES TO VALUE CHAINS,DATA SUMMIT,A shift in thinking.,Pipelines move data.Value chains refine it through controlled stages.,PIPELINE THINKING,Transactional,Moves data from A to B,Optimized for throughput,No quali

6、ty contract,Reuse is accidental,Governance bolted on at the end,VALUE CHAIN THINKING,Structural,Refines data through controlled stages,Optimized for trust and reuse,Quality gates at every layer,Assets designed for multi-team use,Governance is built into the architecture,Medallion Architecture Micros