自信地扩展人工智能:从概念验证到生产(由 Dynatrace 赞助).pdf

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自信地扩展人工智能:从概念验证到生产(由 Dynatrace 赞助).pdf

1、CHRIS BUCKLEYHead of OperationsCDLMAT THEW EISENGRUBERHead of ArchitectureCDLISHAN SINGHSr.Gen AI Data ScientistAWSJON GRIFFITHSField CTODynatraceScaling AI with confidence:From proof of concept to productionThe value we deliverCONFIDENTIAL3Understand your businessThe Dynatrace differenceCONFIDENTIA

2、L4Understand your data in contextLeverage the power of AIEmpower teams to automateDrive your business forwardDevelopment teamsCloud native teamsAI native teamsBusiness teamsA layered approach to GenAI observabilityRAG pipeline:retrieval performance,LLM input and outputs,semantic analysisAdvanced met

3、rics&analysis(guardrails,chain performance,caching)Deeper observabilityBasic observabilityORCHESTRATION LAYERToken usage/cost,stability,latency,invocations errors,latency,resource utilizationCompute,GPU,network,resource monitoringSEMANTICVECTOR DB LAYERMODEL/AGENTIC LAYERINFRASTRUCTURE LAYERAPPLICAT

4、ION LAYEREnd-user feedback,tracing(thumbs up/down,text feedback)Cost and performance controlExplainability and debugging with TracesData complianceMonitor guardrails and safeguardsUse casesHow can you create reliable and quality experience for your usersCONFIDENTIAL710+years of trusted partnership A

5、I-powered automation and advanced observability Modernization beyond migration 100+native AWS service integrations Dynatrace and AWSPublic Sector CompetencyAWS Graviton ReadyAWS Marketplace SellerML Software CompetencyGovt.Software CompetencyDevOps Software CompetencySecurity Software CompetencyCont

6、ainers Software CompetencyCloud Operations Software CompetencyMigration&Modernization CompetencyGen AI CompetencyWELCOMEWHO ARE WE?“VEINS OF THEUK INSURANCE MARKET”THETHE BUSSINES ASK!BUSSINES ASK!THE GROUNDWORKDOING WHATSRIGHT,THE RIGHT WAYHIGHLYREGULATEDINDUSTRYLETS BRINGIT ALL TOGETHERPROOFOF CON

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