开放、可扩展且安全的数据平台如何为 Quick Commerce Swiggy 的 AI 提供支持.pdf

1、How an Open,Scalable and Secure Data Platform is Powering Quick Commerce Swiggys AIAkash Agarwal Principal Engineer Swiggy Vasan Vembu Srini Sr Solutions Architect DatabricksSwiggy:Indias Pioneering On-demand Convenience Platform3Businesses:Food&InstamartSwiggy integrates customer,delivery partner,a

2、nd restaurant/stores in real time to ensure the quickest deliveryProvides a transparent,reliable,and seamless experience“Swiggy became a thread stitching together a tapestry of diverse cravings and unforgettable moments”500K+Delivery partners17M+Monthly Transactions700+Cities3.5bn+Orders as of Sept

3、24250K+Restaurant partners5000+jobs/Day10 bn+Events processed/Day1000+Streams1M+Predictions/secondTackling Swiggys ScaleSwiggy managesreal-time and batch data at large scaleContinuous new data sources addition drives Swiggys operational decisionsBusiness teamsneed real-time data for fast decisionsUn

4、derstanding customer and partner behavior is key to successReal time intelligencePSLA,Incentive for customers and partners to drive business growthUnderstanding regional differences&catering to preferences accordingly is key020405010603Simplicity,Speed and Cost-efficiency are the key markers of Swig

5、gys Data&AI PlatformPlatform That Tackles Swiggys Data HurdlesNeed Open and Unified lakehouse platformGovernance and security of data is essentialData should be available in near real-time&AI readyManaging the scale of dataShould be able to support upto million predictions per secondAdd new datasour

6、ces seamlesslyDatabricks:Unified AI PlatformUnity CatalogDatabricks workflowsOrchestrationDelta Live TablesETL/StreamingDatabricks SQLBI/data warehouseMosaic AIData science/MLDatabricks standardizes data across Swiggys entire platform into a unified lakehouse.Delta Lake to support Delta+Iceberg form