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LiberateYourData
FrancoisLaborie– CMOHeadofPartnerEngagementNovember22nd 2017
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OurVision Liberateindustrialdatatoredefinetherealworldfromdailyroutinestobusinessmodels.
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TheLargestCompaniesbyMarketCapTheoilbaronshavebeenreplacedbythewhizkidsofSiliconValley
Masteryofdataandtechnologyhasledtothemostrapidshiftineconomicmodelseverexperiencebyhumanity.
Top5PubliclyTradedCompanies(byMarketCap)
Nov2017
$806B $679B $608B $497B $467B
2011
$406B $376B $277B $237B $228B
2006
$446B $383B $327B $293B $273B
2001
$406B $366B $277B $237B $228B
TechOil Others
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SystematicuseofvastpoolsofdatacombinedwithmachinelearningenablesnewandimprovedbusinessmodelsbeyondB2CintotheB2Bindustrialworld
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SpaceX autonomousrocketlearnedfromitsinitialfalterstoembarkinan
unbroken18successfullandingofFalcon9firststageasofOct’17.
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AwardedGlobalCommercialLaunchbyMarketShare
Theresult:
Completedisruptionofthecommerciallaunchindustryinjustafewyears.
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
2010 2011 2012 2013 2014 2015 2016 2017 2018
Japan
SEALaunch
China
Russia
Europe
OtherU.S.
SpaceX
ChartpresentedtotheHouseSubcommitteeonSpace,ScienceandTechnologybySpaceXVicePresidentTimHughes
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DigitalTechnologiesareherealready.Howtounlock
them?
AdditiveManufacturing
CyberSecurity
Robotics&automation
MobileConnectivity&AR
VirtualReality
CollaborativeTechnologyPlatforms
BigData&Analytics
CloudComputing/Storage
3DScanning
Real-timeCommunicationand
AssetTracking
UnmannedAerialVehicle
Pervasive,lowcostSensor
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AdditiveManufacturing
CyberSecurity
Robotics&automation
MobileConnectivity&AR
VirtualReality
CollaborativeTechnologyPlatforms
BigData&Analytics
CloudComputing/Storage
3DScanning
Real-timeCommunicationand
AssetTracking
UnmannedAerialVehicle
Pervasive,lowcostSensor
Algorithms&Models
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McKinseyestimatesthatthroughactivitieslikeusingbigdatatoanalyzetheperformanceofvariousproductionplatforms,oilcompaniescanimprove:
$11/barrel
PROFITS
$300Billion/year
2025
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Wherearethelargescaleoperationalizationprojects?
Pilot
ProofofConceptTestRun
CaseStudyProject
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“Wedon’thavebetteralgorithms thananyoneelse; wejusthavemoredata”Google’sChiefScientistPeterNorvig
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Liberateyourdata
McKinseyAdvancedAnalyticsexpertsestimatethat80to90%ofalladvancedanalyticsprojectstimeinassetheavyindustriesisspentgatheringandcleaningthedatanotbuildingmodels.
Googleestimatesthetimelostto75%acrossindustries.
Gatheringdata
Buildingmodels
TimeSpentonDataScienceProjects
EverynewAdvancedAnalyticsprojectstartsfromzeroagain.
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Aworldofsilos
• OilServicesprovider:− 100operationaldata systems.− 4.800activeintegrations.
− 500connectionsrebuilteveryyear.
• LargeO&GOperator:
− lessthan60%of4MsensorIDscanbemappedtoequipment.
− Backfillingofhistoricaldataimpossibleatscale.
Datalayer
Dataingestion
AdvancedAnalyticsDashboards DataVizualisationApplications
Enduser
Datasources
Cognite’sContribution
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Removethesilos
Datalayer
Dataingestion
Adavanced AnalyticsDashboards DataVizualisationApplications
Enduser
Datasources
Needasingleintegrationforalloperationaldataanalytics
HORIZONTALDATAPLATFORM
• OilServicesprovider:− 100operationaldata systems.− 4.800activeintegrations.
− 500connectionsrebuilteveryyear.
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Othercontext:weather,satelliteimages,maps++
Maintenancelogs,ERPdata
3Dmodels
P&IDs
Equipmenthierarchy
Sensormetadata
Sensorvalues
Bar,C,F,Hz
Type Compressor
Manufacturer WILCO
S/N 89267000123
Automatedcontextualizationalgorithms
Currentresultsshow90%positivemapping
• LargeO&GOperator:
− lessthan60%of4MsensorIDs canbemappedtoequipment.
− Backfillingofhistoricaldataimpossibleatscale.
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Alvheim
Sampleusecase:DataLiberationforallAkerBPoperationaldata
• AlloperationaldatafromallAkerBP operationsavailableinthesysteminstantly(morethan350.000sensors,0,5Tn datapointshistoricalandlive).
• Backfillperformedinweeksfromhistorians.
• Alllivedataavailablewitha2-300msdelayforfreshness.
• Combinedwithcontextualdata:− Tagmapping− Allavailable3Dassets− P&IDprocessfiles− Maintenancemodules− ERP
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Skarv
JohanSverdrup
Valhall/Hod
Ula/Tambar
IvarAasen
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TheCogniteDataPlatformisanenablerforDigitalizationacrossindustries
ClearstrategyDevelopworld-classhorizontalIoT dataplatformmakingdataastrategicassetforindustrialcompanies
Cognite
Lighthousecustomer– realfromday1Cognite IoT DataPlatformdevelopedbysolvingrealbusinessproblemsbasedonrealdataforAkerBP
UniquelytalentedteamCombiningfoundersofseveralcompanies,world-classtechandbusinesstalent
SolidownersprovidingindustrialbackingOwned70%AkerASAand10%AkerBP– industrialcredibility,accesstoglobalnetworkandfunding
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… andone morething
Democratizeaccessto3Dmodelsandoperationaldata
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OptimizingtheRealWorldThankyou