构建未来：利用 AEC 行业的数据和人工智能.pdf

1、Building the Future Harnessing Data&AI in the AEC IndustryDr.Lalitha KrishnamoorthyVice President,Data&Artificial IntelligenceDeloittes State of Generative AI in the Enterprise Q4 2024 ReportB U I L D I N G T H E F U T U R E|H A R N E S S I N G D A T A&A I I N T H E A E C I N D U S T R YIs GenAI mee

2、ting ROI expectations?5%9%23%41%14%6%Not measuringLess than 5%6%to 10%11%to 30%31%to 50%51%or moreROI to date5%19%43%24%7%Significantly belowSomewhat belowMeetingSomewhat aboveSignificantly aboveROI expectations2%7%25%43%20%4%No intention to integrateNot at all,but intend toSmall extentModerate exte

3、ntLarge extentCompletely integratedLevel of integrationThe AI ecosystem requires us to bring our best innovation forwardBuilding the Future Harnessing Data&AI in the AEC IndustryEXPECTED OUTCOMES FROM A DATA STRATEGYImproved decision makingEnhanced operational efficiencyIncreased revenue generationB

4、etter customer experienceB U I L D I N G T H E F U T U R E|H A R N E S S I N G D A T A&A I I N T H E A E C I N D U S T R YLets start with dataPeopleProcessPlatformData strategyB U I L D I N G T H E F U T U R E|H A R N E S S I N G D A T A&A I I N T H E A E C I N D U S T R YData strategy guiding princ

5、iplesShared asset mindsetCommon data modelCentralized data catalogUnified data lakePolicy-driven data governanceLakehouse architectureConfigurable and reusable servicesData quality assuranceAutomated data processesData ownership clarityHolistic data lineage and telemetryClean and curated data for AI

6、 useB U I L D I N G T H E F U T U R E|H A R N E S S I N G D A T A&A I I N T H E A E C I N D U S T R YResponsible GenAI useEnsuring accurate,unbiased,and reliable data sourcesData qualityRegular monitoring and updating of data setsAI outputs align with organizational values and ethical standardsAlign