收集、解读和呈现数据以发现有价值的见解和愿景.pdf

1、COLLECTING,INTERPRETING&PRESENTING DATA TO UNCOVER VALUABLE INSIGHTS&VISION Andrew MehrProject Analytics LeadAndrew.MMM Australia Pty LtdMott MacDonald RestrictedMM Australia Pty Ltd2THE DATA PARADOX!DROWNING IN INFORMATION,STARVING FOR WISDOMMM Australia Pty LtdMott MacDonald Restricted3THE BILLION

2、-DOLLAR BLINDSPOT$3.1T Global Annual Cost(McKinsey)60%Struggle for insights(Deloitte,2023)What Untamed Data Costs UsReworkDelaysRisksMM Australia Pty LtdMott MacDonald RestrictedMM Australia Pty Ltd4FROM NOISE TO IMPACT:A THREE-STEP JOURNEYThe Asset Intelligence BlueprintReportSource 4EXTRACTEXTRACT

3、EXTRACTEXTRACTSource 1Source 2Source 3MODERNISECENTRALISEDEMOCRATISE2.3.1.ExcelInsightsMM Australia Pty LtdMott MacDonald Restricted5Purposeful Collection(Not Volume)Smart Tools:BIM,GIS,Drones,IoT,NLPStandards for trust(e.g.,ISO 19650,HL7)LAYING THE DIGITAL FOUNDATIONMODERNISE1.65%Irrelevant dataSou

4、rce 4EXTRACTEXTRACTEXTRACTEXTRACTSource 1Source 2Source 3MM Australia Pty LtdMott MacDonald RestrictedMM Australia Pty Ltd6MODERNISATION IN ACTIONWest Gate Tunnels$1M Savings30%Faster Processing,$1M SavedRESULT:LiDAR,Sensors,Cost DatabasesMETHOD:Stability&Cost ControlGOAL:MM Australia Pty LtdMott Ma

5、cDonald Restricted7Break Down SilosClean,Contextualise,Normalise,AnalyseCloud CollaborationFROM DATA SILOS TO INSIGHT HUBSCENTRALISE2.70%Data quality challengesMM Australia Pty LtdMott MacDonald RestrictedMM Australia Pty Ltd8CENTRALISED POWERPredicting And OptimisingMETRO TUNNEL:BIM+Geospatial+Weat

6、her DIGITAL TWINS:AI IN HEALTHCARE(RMH):$2M Flood Risk Mitigation35%Better Predictions(WSU)20%Shorter Wait TimesMM Australia Pty LtdMott MacDonald Restricted9Visuals:Processed 60,000 x FasterDashboards,GIS,3D,Excell,etc.Simplify,Tell StoriesTURNING INSIGHTS IN