DigitalTransformation infinancialservices

Størrelse: px
Starte visningen fra side:

Download "DigitalTransformation infinancialservices"

Transkript

1 DigitalTransformation infinancialservices Whichfirmsareleadingthecharge, operatingmodelstrategy andwhyit sdiferentthistime Integrity. Excelence. Results.

2 Contents 3 Introduction 4 Whatisdigitaltransformation,who sleadingthechargeandwhataretheydoing 7 Guidingprinciples,commonissues,requirementsandoperatingmodelapproaches 11 Whydigitaltransformationisdiferent 13 Conclusion 14 AboutCitihubConsulting Author Adam Evans AssociatePartner,CitihubConsulting adam.evans@citihub.com Withover12yearsexperienceinthefinancialservicesindustry,Adam hasbeeninvolvedinbusinessandit transformationprojectsincludingthedevelopmentoffronttobackbusinessoperatingmodels,shared servicessetupandstrategicc-levelcosteficiencyandlabourforcerestructuringinitiatives.inaddition,he hasexpertiseinplatform adoptionandvendormanagement.priortojoiningcitihubconsulting,adam workedforubs,bearstearnsandjpmorganinvariousrolesacrossequityderivatives. 10

3 Introduction Asdigitaltransformationcontinuestoredefinethewaypeopleandbusinessesinteractwhilst providingopportunitiesfornew entrantstogetinthemarket,organisationsarebeingforcedto rethinkandredefinetheirbusinessmodelsandtheoperatingmodelsthatsupportthem. Part1ofthispaperexamineswhatwemeanbydigitaltransformation,whatthemarketleaders aredoingtoachieveitandwhataresomeofthebenefitsgained. Part2outlinestheguidingprinciplesofdigitaltransformation,commonissuesseeninfinancial servicesandhow totacklethem,requirementsforanefectiveoperatingmodel,andananalysis ofdiferentoperatingmodelapproaches. Finaly,part3 discusses why digitaltransformation is diferentfrom previous cycles of technologicalinnovationandwhyfirmsinthefinancialservicesindustryarebeingforcedto adapt. 3

4 1Whatis digitaltransformation, who sleadingthecharge, andwhataretheydoing? Digitaltransformationiscreatingnew opportunitiesandrevenuestreamsforfirmsacrossalindustries.technologies likevirtualagents,naturallanguageprocessing and roboticprocessautomationareenabling firmsto increase eficiencyandcutcostwhilsttheemergenceofblockchainissettosecuretherecording,storingandtransferingof data and make operational processes more reliable. Additionaly, ever-growing consumer participation throughsocialmedia,mobileusageand clientportalsacrossthevaluechain,and theincreased useofcloud computing havefacilitated acustomercentricapproach in an environmentwhereconsumerexpectationsand demandsaregreaterthanever. Business,technologyandoperationshistoricalyexistedasdistinctfunctionswithinanorganisation.Businessdrove thetechnologiesusedbyafirm anditdepartmentsweretaskedwithfindingthebest-fitsolutiontomeetbusiness needs.operationsfunctions(processesandpeople)providedalinkbetweenthetwo.today,thingshavechanged. Technologyisdrivingbusinessinnovationandstrategybyopeningnew opportunitiesforgrowthandconsumer WhatIsDigitalTransformation? Digitaltransformationistheprofoundandacceleratingtransformationofthe: CustomerExperience BusinessModel OperatingModel Broughtaboutbytheapplicationofdigitaltechnologiesthatenablenew formsofvaluecreationawayfrom simple enhancementandsupportoftraditionalmethods,itisaboutimplementingnew processestocreate,enable,manage anddeliverdigitalproductsandserviceswithacontinuousanditerativeapproachtointegratingbusiness,operations andemergingtechnologies. Business,technologyandoperationsmustnow intersectthroughouttheorganisation.whetherthekeystrategic priorityisforincreasedeficiencyortoenablefuturegrowth,firmsthathavecommitedtomakingdigitaltransformation acorestrategicinitiativehaveseenvisiblebenefitsincludingsignificantimprovementsinoperationaleficiency. 4

5 WhoIsLeadingTheChargeAndWhatAreTheyDoing? Implementingaprogrammeofdigitaltransformationisnoteasyandtakestimeandperseverance.Organisational changeistrickyforseveralreasons,including financialconstraintsand resistanceto change,whilstmodifying companycultureisachalengingprocessthatcantakemonthsorevenyearstocascadedowntoallevels.fostering a spiritofenterprise-wide colaboration requires wholesale buy-in and centralised data,and developing a wel-functioningthirdpartymanagementfunctioninalargeorganisationrequiresdetailedplanningandaholisticvision. Improvingoperatingeficiencyisnotanew concepttocxos,butwherepastapproacheshavetendedtofocusheavily onbackoficefunctions,successfuldigitaltransformationrequiresanenterprise-wideapproach. Onewayofcalculatingtheoperatingeficiencyofafirm istodivideseling,generalandadministrativeexpenses (SG&A),alsocaledCostofSales,bytotalrevenue.Thelowerthepercentage,themoreeficienttheoperationsofthe firm. Figure1below showstheoperationaleficiencyofthreeglobalbanks: OperationalEfficiencyinFinancialServices CostofSaleas% oftotalrevenue (OperationalEficiency) 70% 60% 50% 40% TheGoldmanSachsGroup,Inc. BancoBilbaoVizcayaArgentaria,S.A. ING GroepNV 30% Figure1 OperationalEfficiencyinFinancialServices(Source:AnalysisofIncomeStatements YahooFinance) GoldmanSachspredominantlyoperatesininvestmentbankingwherethecostofoperationsisconsiderablyhigher thantheretailbankenvironmentinwhichbbvaanding mostlyoperate.however,whatalthreebankshavein commonisthattheyhavebeenweldocumentedintheirimplementationofdigitaltransformationstrategiesthroughout theirorganisationsinrecentyearswhichhascoincidedwithmaterialimprovementsintheiroperatingeficiencies. 5

6 GoldmanSachssaw itsoperationaleficiencyworsenbetween2014and2015butthiswasfolowedbyalarge decreaseof8% between2015and2016.goldmansachs CEO LloydBlankfeinhasrepeatedlycaleditatechnology company,asevidencedbythefactthatover25% ofemployees(around9000people)arenow engineersand programmers(byfarlargestshareofanyofthebigbanks 1 )equippedwithadigitalmindsetandapproach.furthermore, Goldman snew consumerlendingplatform,marcus,isentirelyrunbysoftware 2 andgsbank,setupbythecompany in2016andbornoutofgoldmansachs acquisitionofgecapitalbank,isanentirelyonlineretailbankwithno physicalbranches 3. SpanishbankBBVAhasexplicitlymadedigitaltransformationitstopstrategicpriority,spendingover$200m since 2013.Theyhaveinvestedinfintechstartupsaswelasdedicating600employeesacrossIT,marketinganddesignin itsmadridheadquarterstoworkinagilescrum teamsthattakeonprojectsaimedatiterativeimprovements 4.A shake-upofthebank sc-suitein2015ledtothecreationofnew corecompetencies.thisincludedschemesfortalent managementandadaptingthebank sculturetothenew strategiccontextwithaclearmandatethatitwasthe responsibilityofthebank sleaderstogeteveryemployeeonboard 5.BBVAwonseveralEuromoneyAwardsfor Excelencein2016including BestDigitalBankinNorthAmerica and BestDigitalBankinLatinAmerica. In2013, thebankhadanoperatingeficiencyofover50% whichhadimprovedto44% in2016,clearevidencethatitsstrategy ofdigitaltransformationwaspayingof. In2014,ING sceo RalphHamerspresentedarenewedstrategyforthebanktore-thinkitsbusinessmodeltobeagile towardschangeandtoensureasustainablemodelreadytoaligntochangingcustomerdemandsandtechnology.a yearafter,itbegantoshiftitsorganisationtoanagilematrixstylemodelcomprisingabout350nine-personsquads dividedinto13tribeswithnofixedstructureanddesignedtoconstantlyevolvewithamixofskilsfocusedonmeeting theclients needs,boostingemployeeengagementandincreasingproductivity 6.Thesameyear,ING launched InnovationStudio,acorporateacceleratorprogrammeinwhichstartupsgetaccesstoING mentorsandexperts, workshopsandtraininginreturnforgivinging asmalstakeintheircompany.thishighlighteding scommitmentto learningfrom externalpartiesthroughopeninnovation.ing hadanoperatingeficiencyof47% in2014.by2016,the numberhadimprovedtojust34%. Otherwel-established incumbentfinancialservices organisations have been slowerto implementmeaningful programmesofdigitaltransformation.whilstsomehavehadprogrammesrunningforseveralyears,theyhavebeen unable to fulyembrace the opportunitiesitcan bring such asthe consolidation ofchannelsand increased opportunitiesforcross-seling.onereasonforthisisthatalthoughefortshavebeenmadetoadjusttheirbusiness modelsandstrategytothenew worldorder,themeansbywhichtheyexecutethem (i.e.theoperatingmodel)have beenslowertoadapt.theanswerliesinimplementingaflexibleoperatingmodelwhichisdesignedtoenablerapid adjustmenttochangingcustomerandtechnologydemands,decidingwhichpartsoftheorganisationtointegrateand whichpartsshouldremainstand-alone,andhow besttoalocateresources. Bylayingoutasetofguidingprinciples,applyingthem tothecommonissuesweseeacrossthefinancialservices industryandusingthem todeveloptherequirementsneededindecidinganoperatingmodelapproach,weareableto assess the strengths and weaknesses ofdiferentmodels in supporting an efective programme ofdigital transformation.thenextsectiondealswiththisstructuredapproach. 1 hbs.org, GoldmanSachs:ABulintheDigitalAge, MITTechnologyReview: AsGoldmanEmbracesAutomation,EventheMastersoftheUniverseAreThreatened, techcrunch.com: GoldmanSachslaunchesGSBank,anInternetbankwitha$1minimum deposit, TheEconomist: AbigSpanishbank stechdrivepromptssomeskepticism, MITCISR: Isyourcompanyadigitalleaderoradigitallaggard?, McKinseyQuarterly: ING sagiletransformation,2017 6

7 2Guidingprinciples, commonissues, requirements andoperatingmodel approaches GuidingPrinciplesOfDigitalTransformation Whilstchangesinthecustomerexperienceandthebusinessmodelarerelativelywelunderstood,how toadaptthe supporting operating modelislessso.in orderto incorporate digitaltransformation into a financialservices organisation,anumberofguidingprinciplesshouldbefolowed: Customercentric Customerrequirementsshouldshapethebusinessmodelandtheproductsandservices oferedwithvalue-addingactivitiesprioritised;whilstineficient,unnecessaryonesshould beeliminated. Dataintegrationacross theorganisation Datashouldbeintegratedasmuchaspossibleacrosstheorganisationtomaximiseits valueandleverage,notwithstandingregulatorylimitations. Cross-silo colaboration Designthinking Technologythat enablesinnovation Peopleandskils arekey Strongtop-down leadership Cleargovernance Continuous improvement Failfast Bariersforinformationsharingacrosssilosshouldberemovedwiththeencouragement ofopencolaborationacrosstheorganisation. Anagile,iterativeandadaptableapproachledbyheavystakeholderinvolvementand buy-iniscriticalinensuringalignmenttobusinessoutcomes. IncreaseduseofAPIsandapplicationofA.I.technologiesenableinnovationandensure thatconstantevolutionisimbeddedthroughouttheorganisation. Updatingrolesandresponsibilitiesaswelastrainingandrecruitingforadigitalskilsetis crucialtoensurethatpeoplearepartoftheprocessandcancontributemostefectively. Top-downleadershipandbuy-intofosteracultureofemployeeengagementanda colectivemindsetwilensurealong-term commitmenttotransformation. Thegovernancestructureshouldbesimple,easytounderstandandalow forquick decisionmaking. Thereshouldbeaflexibleapproachandanopennesstotheconstantevolutionofthe operatingmodelinordertosupportandadapttotheever-changingbusinessmodel. Anagileapproachandcultureofrapidinnovationshouldremovefearoffailure,alowing ittohappenfastandearlyinordertoavoidcostlylong-term investmentsthatdon tdeliver returns. Figure2-GuidingPrinciplesofDigitalTransformation 7

8 Despitediversityingoodsandservicesofered,ourexperienceacrossthefinancialservicesindustrytelsusthatthere arecommonthemesthathindertheabilitytoimplementameaningfulprogrammeofdigitaltransformation.application ofourguidingprinciplestotheseissues,showninfigure2,outlinesthebenefitsthatcanberealised: CommonIssuesAndHow DigitalTransformationCanHelp Figure3 CommonIssues,GuidingPrinciplesandImplementationBenefits 1)Decisionmakingisslow,cumbersomeand inflexible Decisionmakinginla Decisionmakinginlargefinancialservices organisationscanbenotoriouslydificultwithinternal politicsandbluredaccountabilitycreatinga painstakingprocess.furthermore,buildingbusiness casesandagreeingfundingforprogrammesofchange aretimeconsumingandcostly,resultinginanaversion tofailureanddirectionalchanges. 2) 2)Thereisresistancetochange Limitedvisibilityintostrategicbusinessinitiatives,low levelsofemployeeengagementandagnostic sentimenttowardslearningnew skilscontributetoa cultureofchangeresistance.fearofchangeandjob protectioncancompoundtheproblem. 3)Organisationalstructuresarerigid Implementingo Implementingorganisationalchangetosupport changingbusinessmodelshappensineitheraslow andreactivemannerorawidespreadandhighly disruptiveway. 4)Internalcompetitionexistsbetweenbusiness units Businessunitsa Businessunitsareoftenindirectcompetitionwith eachotherastheyoferoverlappingservicesand/or competeforfiniteresourcingandfunding. 5)Dataislargelysiloed Altypesofdata-includingmarketdata,riskdata, clientdataandperformancedata-tendtoexistin silosacrosstheorganisation. 6) 6)Thereisareluctancetousethird-partyvendors Longbuildversusbuydecisioncyclescoupledwitha reluctancetoengagewiththirdpartyvendorsinareas includingdatacentre,cloudandinteligent applicationscanstymieinnovationandgrowth. Anagileandadaptableapproachwith stakeholderbuy-inprovidestimelydecision makingandclearaccountabilitywitha preferenceforrapidstartupofchange programmes,rapidsuccesswithrapidroior rapidfailureandlesswastedinvestmentsothat theriskofchangesthatcausebig,damaging failu failureareavoided. Atractingthebesttalentandequipping employeeswithadigitalskilsetensureefective contributionandfosterinnovation. Acultureofemployeebuy-inandcommitmentto changecaninstiladigitaltransformationmindset inemployeesmakingthem flexible,adaptiveand hungryforchange. Flexibilityandconstantevolutionof Flexibilityandconstantevolutionof organisationalstructuresalow quickandeasy adaptiontochangingbusinessmodelssothat changeisagileandnon-disruptive. Cross-companycolaborationgeneratesahostof benefitsincludingknowledgesharing, cross-selingopportunitiesandasingularclient message. Usingintegrateddataanalyticstoshape business-focuseddecisionmakingensuresa customercentricapproach. Integratingsiloeddatapoolsintousable Integratingsiloeddatapoolsintousable enterprise-wideanalyticscanprovidepowerful decisionmakingcapabilitiesusinga.i. technologies. ExplosionoftheAPIeconomy ExplosionoftheAPIeconomy 7 andagrowing availabilityofopen-source 8 softwarealow customisationanddiferentiationfrom competitorswhilstembeddinginnovationand evolutionintotheorganisation. Theuseofandpartneringwiththi Theuseofandpartneringwiththird-party vendor spartnerscanprovidequickandeasy scalabilitytochangingbusinessdemands. CommonIssues GuidingPrinciple Benefits Cross-silocolaboration Designthinking Strongtop-downleadership Cleargovernance Failfast Peopleandskilsarekey St Strongtop-downleadership Continuousimprovement Customercentric Cross-silocolaboration Customercentric Dataintegrationacrossthe organisation Technologythatenables innovation Technologythatenables innovation 7 IBM estimatesthattheglobalapieconomywilbeworth$2.2tnby2018,source: DigitalTransformationImprovesCustomerExperience, GoldmanSachs,forexample,launchedits Marquee serviceinsept2016tomakeitsproprietaryrisk,pricingandothertoolsopen-source 8

9 Bytranslatingthebenefitsgainedfrom theimplementationofourguidingprinciplesintowhatwewantouroperating modeltodo,weseesixcorerequirements: Rapid-Decisionmakingmustbequick,transparentandadaptable Digitalculture-Adigitalmindsetandskilsetmustbepervasivethroughouttheorganisation Flexible-Theorganisationalstructuremustbefluidandadaptable Colaborative-Cross-functionalcolaborationmustbeencouraged Data-driven-Wherepossible,andsubjecttoregulatorycompliance,datashouldbecentralised Supplychain-Thirdpartyvendorsshouldnotbediscountedfrom thesupplychain WhatDoesThisMeanToTheOperatingModelRequirements? OperatingModelApproaches 9 Features Rapid, transparent, adaptable decision making Digital culture Flexible organisation Crossfunctional colaboration Data-driven decision making Thirdparty usein supplychain Supportsdigitaltransformation Strongalignment Weakalignment Figure4 OperatingModelOptionsMatrix WhentoUse OperatingModelRequirements Decentralised Directional Federated Centralised Acentralteam setsdigitalpoliciesand directionleavingeachhorizontalto implementtoolsandproceses localy.interactionacrosthe organisationexistsattheupperlevels ofmanagementbutlessoatlower levels.adoptionofthemodelcanbe quickbut quickbutvariationcanexistbetween departments. Decisionmakingcanberelatively quickbutimplementationtakestime andefforthinderingrapidinnovation. Auniform digitalmindsetbetween departmentsishighlydependenton strongleadership. Themodelisagileand exibleatthe departmentallevelbutchange bene tsarelocalised. Colaborationatthefunctionallevelis limitedwithlitleknowledgesharing. Centralisationofdataislimitedas departmentsimplementtheirown toolsandproceses. Aconjoinedthirdpartyvendor strategyisdifficult,reducing economiesofscaleandincentivesfor use. Adoptionofthemodelintheearly stagesofdigitaltransformationcan berelativelyquickandeasy.however, standardisationacrosthe rm hasa largedependencyonstrong leadershipwithariskofvariation betweendepartmentsunlestight measu measuresandcontrolsareputin place.silosaredifficulttoavoidand centraliseddataandcolaboration acrosdepartmentsislimited. Individualbusinesunitsoperate withtheirowntoolsandproceses. Digitalstrategyisdeliveredand executedlocalywithlitle interactionacrostherestofthe rm. Thismodelworksbestwhere localisedstakeholderimpactisa pr priorityorwherethereislimited complexitybetweendepartments. Rapiddecisionmakingcanbe effectivelocalybutwithno transparencytotherestofthe organisation. Digitalskilsmayexistinsilosacros theorganisationbutwithouta singularcompanyculture. Themodelishighlyagileand changeablebutexistsinmany instancesonasmalscale. Thereislitleinteractionor knowledgesharingacrosthe organisation. Thereislitleornodata centralisationacrosthe organisation. Thirdpartiesmaybeincludedinthe supplychainbutwithnoenterprise economiesofscale. Thismodelcouldbeusedasa smal-scaleproofofconceptfora digitaltransformationprogramme. Althoughanagilesolutionthatis easilychangeableandadaptable, long-term applicationwilleadto unwantedsilosandorganisational vavariationswithcommunicationand colaborationonlytakingplaceatthe upperlevelsofmanagement, preventingintegrationacrosthe wholeorganisation. Acentralteam developsastandard digitalapproachbutsilosare responsiblefordeployingand runningit.implementationislocal butwithshared/common components.governancecanbe complexfororganisational-wide changesbutthemodelcan changesbutthemodelcanfoster cros-polinationbetweenteams. Asdecisionmakingcanbecomplex withdifferingstakeholderpriorities acrostheorganisation,aversionto failureexists. Digitalcultureexiststhroughoutthe organisationwithagoodblendof digitalskilsavailable. Theorganisationalstructureis exiblewithlitleduplicationof effortbetweendepartments. Departmentscolaboratetosome extentasthisislimitedbythe existenceofsilos. Dataelementscanbecentralised acrosdepartmentsaidedby commonintegration. Thirdpartyvendorusage, particularlyincommon infrastructure,canreducesiloed in-housebuild. Thismodelissuitableforcomplex organisations.decisionmakingcan bedifficultasdepartmentsbatle overprioritiesbutstrongtop-down leadershipcanfosterastrongdigital mindsetthroughoutthecompany.a exibleorganisationalstructurecan rea reactquicklytochangesinthe businesmodelbutstrong colaborationacrosthewhole organisationcanbeheldbackby informationsilos. Busines,ITandoperationsarewel integratedwithcentralymanaged controlandgovernanceledbya dedicatedleadershipteam.features andcapabilitiesarehighly standardisedanddigitalstrategyis executeduniformlyacrosthe or organisation. Clearstakeholderaccountabilityaids transparentdecisionmakingbut standardisationcanhinder exibility. Digitalcultureexiststhroughoutthe organisationthoughdifferentiated skilsarelescommon. Arigidorganisationalstructuremakes changescomplexandtime consuming. Deepcolaborationexistsacrosthe organisationwithhighlevels knowledgesharing. Dataisstandardisedandreadily availableinaconsistentformat. Economiesofscalecanberealised althoughadesireforstandardisation mayfavourabuildapproach. Thismodelworksbestinsmaler rms inwhichdecisionmakingand organisationalchangeislescomplex anddigitaltransformationisatop priority.inthelong-run,itcanbe cost-effectivebyreducingduplication ofeffortsandalowingclear acc accountabilitybutitrequiresastrong andwelunderstoodgovernance structureandtakestimetofuly implement.

10 Thecorerequirementscanbeincorporatedintoanumberoftraditionaloperatingmodelapproaches,eachwithpros andcons.figure4describesthefeaturesoffourtypesofoperatingmodelwithaheatmapassessingtherelative strengthsandweaknessesofeachmodelinconsiderationofeachcorerequirementanditsalignmenttosupporting digitaltransformation. Asevidencedfrom theheatmap,nosingletraditionaloperatingmodelapproachhasstrongalignmentacrosstheboard tothefulsetofdigitaltransformationrequirements.forlargefinancialservicesorganisationsthatarehighlycomplex withdiverseoferingsthatarespreadacrossmultiplegeographiesandmarkets,aniterativeapproachthatusesa hybridmixofthesemodelsandevolvesovertimecouldbethemostefectiveandnon-disruptivestrategicapproach. Decentralisedanddirectionalmodelscanbeusedintheearlierstageswithagradualmovetowardsafederatedor centralisedmodel-dependingonthecomplexityoftheorganisation astheprogrammeofdigitaltransformation matures. Alternatively,ahighlyagileapproachwithnofixedstructureultilisedbyING (referencedinpart1)benefitsfrom constantevolution,flexibilityanddrivesadigitalculture.asimilarapproachthatisbeingreplicatedacrossseveral industriesanddevelopedbyspotifylookstoovercomethelimitationsofthematrixorganisationmodelwithproduct aligned entrepreneurs operating verticaly down the organisation and disciplines aranged horizontaly with responsibilityownedby professors 9. AswiththeING model,therearemultipleproduct-focusedsquadsworkingin tribes-groupsofpeopleworkingonarelatedcolectionofproducts-withproductmanagerssetingpriorities. Completingthemodel,chapters-ahorizontalvirtualgroupofemployeeswithsimilarskils(e.g.testing) eachhavea lead,actingasalinemanager,toorganisetheirteamswithintheirtribeswithguildsactingasself-organisinginterest groups. Justasnosingletraditionaloperatingmodelapproachanalysedhasstrongalignmentwitheveryoneofthesixkey requirementsspeledoutatthebeginningofthissection,thishighlyagileapproachmaybeefectiveinsmalerorpure technologyfirms.however,itwouldtakeconsiderableefortandupheavaltofulyimplementintheshort-term ina multinationalfinancialservicesfirm withacomplexregulatoryobligations.itwouldthereforealsoworkbeterbeing integratedovertimeinconjunctionwiththemoretraditionalmodels. Part1ofthispaperoutlinedwhatwemeanbydigitaltransformationandwhatthemarketleadersaredoing.Part2 outlinedtheguidingprinciplesofdigitaltransformation,commonissuesseeninfinancialservices,how totacklethem, requirementsforanefectiveoperatingmodelandadiscussionofdiferentapproaches.inpart3,weoutlinewhydigital transformationisdiferentfrom previouswavesoftechnicalinnovationandgiveexamplesoftheimpactitishavingin thefinancialservicesindustry. 9 wordpress.com, ScalingAgile@ SpotifywithTribes,Squads,Chapters&Guilds,

11 3Why digitaltransformation isdiferent? Previousincarnationsoftechnicalinnovationhaveimprovedeficiencyandcutcostswithvaryingdegreesofsuccess. Witheachnew wavecomesboththehypeofopportunityandthefearofmissingout,resultinginasignificantoutlayof resourcesafterwhichtheendsoftendoesn tjustifythemeans.sohow isdigitaltransformationdiferent? 1.It snotjustabouttechnology,peopleareatitscore Whilsttechnologyistheenabler,digitaltransformationisaboutmuchmore.Ifhumanbehaviourremainsthesame,the benefitsoftechnologicaladvanceswilbelimited.thatisnottransformationandwhereastechnologyprovidesthe buildingblocks,thecultureofdigitaltransformationisamindsetthatdefinesanddictatesthewayafirm operates. Shapinghumanbehaviourisatthecoreofdigitaltransformationwhereacultureofcolectivethinking,continuous improvementandanenvironmentofopencolaborationpervades. 2.Customerloyaltyisdeadandinformationisubiquitous Digitaltransformationhaschangedthewaytheconsumeroperates.Wherecustomerloyaltyoncemeantsomething, easyaccesstoanabundanceofinformationandchoicehasledtocustomersdemandingthebest,nomaterthe provider.wherebanksusedtomakemoneybytakingsizeablespreadsoncustomertransactions,easyaccessto pricing,aplethoraofchoicesandasurgeinnon-bankingdisruptorshavecreatedcompetitioninalsectorsofthe financialservicesindustry;from mortgagesandloans non-bankingentitiesquickenloansandcaliberhomeloans werethesecondandthirdlargesthomeloanlendersinamericain2016accordingtoinman 10 -totradeexecutionand brokeragewhereforbescalculatesthatfulservicebrokerscommandameagre1.5centspersharetodayversus5 centspershareinthepast Barierstoentrywon tprotectyouanymore Barierstoentryusetodeternew entrants,butwithlow startupcostsandeasyscalabilityprovidedbysoftware-as-a- Service(SaaS)deliverymodelsandaflexibleworkforce,disruptiveentrantsarenow drivingdemandinnew areas whilstclaiming marketsharein established ones.from alistoffinancialservicesorganisationspublished by 10 inman.com, Bigbankscedemarketsharetononbanks, Forbes.com, TheBrokerageWorldIsChanging,WhoWilSurvive?,

12 Burnmark 12 toshow nichedisruptorsandindustrytransformers,18outof37werefoundedinthepast3years,each oferingaclientpropositiontocompetewithcoretraditionalservicesacrossretailbanking.meanwhile,siliconvaleyis comingaftercapitalmarketsasfirmssuchassanfrancisco-basedsentienttechnologiesexpandintoinvestment managementwiththeuseofdeeplearningplatformstofindpaternsindataanddevisenew investmentstrategiesnot possiblewithtraditionalmethodsofanalysis.tostayrelevant,financialservicesorganisationsarehavingtorapidly adapttheirbusinessmodelsorfacedecliningmarketshareandoutofdateoferings.whilststartupsgainingmarket shareisn'tbreakingnewsanymore,increasinglyonerousregulatorycomplianceobligationsonestablishedfinancial servicesorganisationsandtheriseofshadow banking-lendingandotherfinancialactivitiesconductedbyunregulated non-bankfinancialintermediaries-meanthatitisn tsomethingthatwilbegoingawayanytimesoon. 4.DataanalyticsandA.I.havebecomeaccessibletoal Overthepastfew ofyears,theintroductionofmassiveparalelism incomputerprocessing,coupledwiththescalability ofcloudcomputingandtheavailabilityofseeminglyinfinitestorage,havemadeprocessingofhugeamountsof availabledataeverfaster,cheaper,andmorepowerful.machinelearningplatformsthatoncerequiredcomputepower beyondthereachofmostarenow easilyaccessiblewithitsapplicationtoprocessesacrossthefront,middleandback oficesinadditiontofinance,hranditoperations,transformingusercapabilities. 12 Burnmark,April2017TheFinancialBrand 12

13 Conclusion Thepathtodigitaltransformationandthedevelopmentofanoperatingmodelthatcansupport itisanongoingjourneythatwilrequireconstantadaptationinthefaceofdisruptivetechnologies andeverchangingbusinessmodels.firmsthatareslow toreactwilbeleftbehindwhilstthose thatcontinualyevolveunderstrongleadershipandacultureofconstantanditerativechange havebeguntoflourishwithtangiblebenefitsalreadyvisible.implementingefectivedigital transformationwiltaketimeanddedication,butasfirmsmaturealongthatpath,thecapabilities andopportunitiesthatcanberealisedwilhaveaprofoundimpactonthewholeorganisation, frfronttoback. Insummary,weconcludethat: Theutilisationofemergingtechnologiesincludingenhanceddataanalytics,A.I.andcloud computingarecreatingnew opportunitiesforgrowthandinnovation. Marketleadersthathaveprioritiseddigitaltransformationprogrammeshaveseennotable improvementsinoperationaleficiency. Asbusinessmodelsandstrategyadapttokeeppacewithchangingcustomerdemands,the meansbywhichtheyareexecuted(theoperatingmodel)mustalsoadapt. Applyingdigitaltransformationguidingprinciplestocommonissuesinthefinancialservices industryprovides6keyrequirementstoshapeoperatingmodelstrategy. Digitaltransformationisnotjustabouttechnology.It sacultureandawayofthinkingthat requiresstrongleadership,organisationalflexibilityandcross-companycolaboration. Theacceleratedavailabilityofdigitaltechnologieswilcontinuetodisruptthefinancial servicesindustryandbringnew entrantstoamarketinwhichcustomerdemandsaremore powerfulthanever.firmsthatfailtoadequatelyadaptwilstruggletosurvive. 13

14 AboutCitihubConsulting CitihubConsultingisaglobal,independentITadvisoryfirm withdeepdomainexpertiseacrosseverylayer ofthetechnologystack from businessapplicationsanddataplatformsdowntocoreinfrastructure.from ITstrategy,architectureandsolutiondevelopment,throughtocostoptimisation,riskassessmentand implementation ourtrustedexpertsdelivertherightresultsforyourbusiness. Forus,consultancyispersonal.Wehavearelentlesscommitmenttogreatexecution,integrityandclient success.weaim toredefineperceptionsofourindustryandourcommitmenttodeliveringtherightresults forourclientshasneverchanged,evenasthebusinesshasgrownconsistentlyoverthelastdecades. Formoreinformation,pleasevisitwww.citihub.com ContactUs NorthAmerica EMEA AsiaPacific KeithMaitland RichardHamstead SteveRutherford 500FifthAve,Suite1610 New York,NY TheDineenBuilding 140YongeStreet,Suite200 Toronto,Ontario,M5C1X MoorPlace 1ForeStreet LondonEC2Y9DT PickeringStreet #01-64 Singapore

ArtificialInteligence. Integrity. Excelence. Results. CurentUsesAndLimitations.

ArtificialInteligence. Integrity. Excelence. Results. CurentUsesAndLimitations. ArtificialInteligence CurentUsesAndLimitations www.citihub.com Integrity. Excelence. Results. Contents 3 Introduction 4 DefiningArtificialInteligence 4 MachineLearningandDeepLearning 6 How AreOrganisationsCurentlyUsingArtificialInteligence

Læs mere

MiFID I: ToGo-LiveAndBeyond. Integrity. Excelence. Results. DeliveringMiFID Icompliance, avoidingregulatoryentropy andbuildingplansforbrexit.

MiFID I: ToGo-LiveAndBeyond. Integrity. Excelence. Results. DeliveringMiFID Icompliance, avoidingregulatoryentropy andbuildingplansforbrexit. MiFID I: ToGo-LiveAndBeyond DeliveringMiFID Icompliance, avoidingregulatoryentropy andbuildingplansforbrexit. 18July2017 www.citihub.com Integrity. Excelence. Results. Contents. Introduction. 3 TheFinalApproach:6MonthsToGo-Live

Læs mere

Time- og eksamensplaner, efterår 2014

Time- og eksamensplaner, efterår 2014 Time- og eksamensplaner, efterår 2014 For at undgå sammenfald af timer og eksaminer er planlægningen af undervisning og eksamen på cand.merc. gennem flere år sket med udgangspunkt i nedenstående fagklynger.

Læs mere

www.pwc.dk/bestyrelsesarbejde Bestyrelseskonferencen 2014 10. oktober 2014

www.pwc.dk/bestyrelsesarbejde Bestyrelseskonferencen 2014 10. oktober 2014 www.pwc.dk/bestyrelsesarbejde Bestyrelseskonferencen 2014 10. oktober 2014 Bestyrelsesarbejde i Danmark 2015 2 s årlige lønundersøgelse v/ Claus Høegh-Jensen, Partner, 3 Aflønning af ledelser s lønundersøgelse

Læs mere

Projektledelse i praksis

Projektledelse i praksis Projektledelse i praksis - Hvordan skaber man (grundlaget) for gode beslutninger? Martin Malis Business Consulting, NNIT mtmi@nnit.com 20. maj, 2010 Agenda Project Governance Portfolio Management Project

Læs mere

Byg din informationsarkitektur ud fra en velafprøvet forståelsesramme The Open Group Architecture Framework (TOGAF)

Byg din informationsarkitektur ud fra en velafprøvet forståelsesramme The Open Group Architecture Framework (TOGAF) Byg din informationsarkitektur ud fra en velafprøvet forståelsesramme The Open Group Framework (TOGAF) Otto Madsen Director of Enterprise Agenda TOGAF og informationsarkitektur på 30 min 1. Introduktion

Læs mere

Financing and procurement models for light rails in a new financial landscape

Financing and procurement models for light rails in a new financial landscape Financing and procurement models for light rails in a new financial landscape Jens Hoeck, Partner, Capital Markets Services 8 November 2011 Content 1. Why a need for rethinking 2. Criteria for a rethought

Læs mere

DSB s egen rejse med ny DSB App. Rubathas Thirumathyam Principal Architect Mobile

DSB s egen rejse med ny DSB App. Rubathas Thirumathyam Principal Architect Mobile DSB s egen rejse med ny DSB App Rubathas Thirumathyam Principal Architect Mobile Marts 2018 AGENDA 1. Ny App? Ny Silo? 2. Kunden => Kunderne i centrum 1 Ny app? Ny silo? 3 Mødetitel Velkommen til Danske

Læs mere

CGI Microsoft-dagen 2015

CGI Microsoft-dagen 2015 Velkommen til: CGI Microsoft-dagen 2015 Torben Ryttersgaard Vice President, CGI Danmark CGI Group Inc. 2015 Dagens agenda 1 2 3 4 5 6 7 09.00-09.15: Velkommen 09.15-10.00: Plenum-indlæg: PANDORA 10.15-11.00:

Læs mere

Challenges for the Future Greater Helsinki - North-European Metropolis

Challenges for the Future Greater Helsinki - North-European Metropolis Challenges for the Future Greater Helsinki - North-European Metropolis Prof. Dr.-Ing. / M.A. soc. pol. HafenCity University Hamburg Personal introduction background: - urban and regional planning - political

Læs mere

Molio specifications, development and challenges. ICIS DA 2019 Portland, Kim Streuli, Molio,

Molio specifications, development and challenges. ICIS DA 2019 Portland, Kim Streuli, Molio, Molio specifications, development and challenges ICIS DA 2019 Portland, Kim Streuli, Molio, 2019-06-04 Introduction The current structure is challenged by different factors. These are for example : Complex

Læs mere

Internationalisering gennem co-branding og strategiske samarbejder med kulturen

Internationalisering gennem co-branding og strategiske samarbejder med kulturen Internationalisering gennem co-branding og strategiske samarbejder med kulturen WHAT S NEXT?, INTERNATIONALISERINGSKONFERENCE, KØGE 1 DAGENS TEMA Hvad skal vi tale om i dag? Tiger har udviklet en ny platform,

Læs mere

Central Statistical Agency.

Central Statistical Agency. Central Statistical Agency www.csa.gov.et 1 Outline Introduction Characteristics of Construction Aim of the Survey Methodology Result Conclusion 2 Introduction Meaning of Construction Construction may

Læs mere

ESG reporting meeting investors needs

ESG reporting meeting investors needs ESG reporting meeting investors needs Carina Ohm Nordic Head of Climate Change and Sustainability Services, EY DIRF dagen, 24 September 2019 Investors have growing focus on ESG EY Investor Survey 2018

Læs mere

Design til digitale kommunikationsplatforme-f2013

Design til digitale kommunikationsplatforme-f2013 E-travellbook Design til digitale kommunikationsplatforme-f2013 ITU 22.05.2013 Dreamers Lana Grunwald - svetlana.grunwald@gmail.com Iya Murash-Millo - iyam@itu.dk Hiwa Mansurbeg - hiwm@itu.dk Jørgen K.

Læs mere

IBM Software Group. SOA v akciji. Srečko Janjić WebSphere Business Integration technical presales IBM Software Group, CEMA / SEA IBM Corporation

IBM Software Group. SOA v akciji. Srečko Janjić WebSphere Business Integration technical presales IBM Software Group, CEMA / SEA IBM Corporation IBM Software Group SOA v akciji Srečko Janjić Business Integration technical presales IBM Software Group, CEMA / SEA Service Oriented Architecture Design principles and technology for building reusable,

Læs mere

»Industrial water efficiency. Danish Water Forum, 30. april 2013 Karsten Nielsen, Forretningschef - vand, miljø og energi

»Industrial water efficiency. Danish Water Forum, 30. april 2013 Karsten Nielsen, Forretningschef - vand, miljø og energi »Industrial water efficiency Danish Water Forum, 30. april 2013 Karsten Nielsen, Forretningschef - vand, miljø og energi Markedet Industriens behov Danske løsninger - aktører »Market Opportunities Global

Læs mere

ASDC hascolaborated with TataConsultancyServicesiON,MoU hasbeen signed with comprehensiveschedule.

ASDC hascolaborated with TataConsultancyServicesiON,MoU hasbeen signed with comprehensiveschedule. UpdateonAppointmentofCEO: MrArindam Lahiri(PGDBM,IM Lucknow;MechanicalEngineer,JadavpurUniversity)has beenselectedforthepositionofceo.hemetasdcteam duringameetandgreetsession onthe14thofnovember,2018.mrlahiriwiltakechargefrom

Læs mere

l i n d a b presentation CMD 07 Business area Ventilation

l i n d a b presentation CMD 07 Business area Ventilation l i n d a b presentation CMD 07 Business area Ventilation 1 Ventilation Sales LTM June 4 097 MSEK EBIT LTM June 449 MSEK 11,0% Two Divisions ADS 85% Comfort 15% YTD June 07 % Sales +31 Nordic countries

Læs mere

Linear Programming ١ C H A P T E R 2

Linear Programming ١ C H A P T E R 2 Linear Programming ١ C H A P T E R 2 Problem Formulation Problem formulation or modeling is the process of translating a verbal statement of a problem into a mathematical statement. The Guidelines of formulation

Læs mere

Forventer du at afslutte uddannelsen/har du afsluttet/ denne sommer?

Forventer du at afslutte uddannelsen/har du afsluttet/ denne sommer? Kandidatuddannelsen i Informationsvidenskab - Aalborg 2 respondenter 5 spørgeskemamodtagere Svarprocent: 40% Forventer du at afslutte uddannelsen/har du afsluttet/ denne sommer? I hvilken grad har uddannelsen

Læs mere

Elite sports stadium requirements - views from Danish municipalities

Elite sports stadium requirements - views from Danish municipalities Elite sports stadium requirements - views from Danish municipalities JENS ALM Ph.d. student Malmö University jens.alm@mah.se Analyst Danish Institute for Sports Studies jens.alm@idan.dk Background Definitions

Læs mere

Dansk profil for HL7 PHMR Principper for profilering

Dansk profil for HL7 PHMR Principper for profilering Dansk profil for HL7 PHMR Principper for profilering Morten Bruun-Rasmussen mbr@mediq.dk 12. december 2013 Profile definition A profile is a selection of definitions and options from standards or other

Læs mere

PARALLELIZATION OF ATTILA SIMULATOR WITH OPENMP MIGUEL ÁNGEL MARTÍNEZ DEL AMOR MINIPROJECT OF TDT24 NTNU

PARALLELIZATION OF ATTILA SIMULATOR WITH OPENMP MIGUEL ÁNGEL MARTÍNEZ DEL AMOR MINIPROJECT OF TDT24 NTNU PARALLELIZATION OF ATTILA SIMULATOR WITH OPENMP MIGUEL ÁNGEL MARTÍNEZ DEL AMOR MINIPROJECT OF TDT24 NTNU OUTLINE INEFFICIENCY OF ATTILA WAYS TO PARALLELIZE LOW COMPATIBILITY IN THE COMPILATION A SOLUTION

Læs mere

Aktivitet Dag Start Lektioner Uge BASP0_V1006U_International Human Resource Management/Lecture/BASP0V1006U.LA_E15 onsdag 11:40 3 36 41

Aktivitet Dag Start Lektioner Uge BASP0_V1006U_International Human Resource Management/Lecture/BASP0V1006U.LA_E15 onsdag 11:40 3 36 41 Aktivitet Dag Start Lektioner Uge BASP0_V1006U_International Human Resource Management/Lecture/BASP0V1006U.LA_E15 onsdag 11:40 3 36 41 BASP0_V1006U_International Human Resource Management/Lecture/BASP0V1006U.LA_E15

Læs mere

UNISONIC TECHNOLOGIES CO.,

UNISONIC TECHNOLOGIES CO., UNISONIC TECHNOLOGIES CO., 3 TERMINAL 1A NEGATIVE VOLTAGE REGULATOR DESCRIPTION 1 TO-263 The UTC series of three-terminal negative regulators are available in TO-263 package and with several fixed output

Læs mere

Handelsbanken. Lennart Francke, Head of Accounting and Control. UBS Annual Nordic Financial Service Conference August 25, 2005

Handelsbanken. Lennart Francke, Head of Accounting and Control. UBS Annual Nordic Financial Service Conference August 25, 2005 Handelsbanken Lennart Francke, Head of Accounting and Control UBS Annual Nordic Financial Service Conference August 25, 2005 UBS Annual Nordic Financial Service Conference Handelsbanken, first half-year

Læs mere

DANMARKS NATIONALBANK

DANMARKS NATIONALBANK DANMARKS NATIONALBANK PRODUCTIVITY IN DANISH FIRMS Mark Strøm Kristoffersen, Sune Malthe-Thagaard og Morten Spange 13. januar 218 Views and conclusions expressed are those of the author and do not necessarily

Læs mere

SKEMA TIL AFRAPPORTERING EVALUERINGSRAPPORT

SKEMA TIL AFRAPPORTERING EVALUERINGSRAPPORT SKEMA TIL AFRAPPORTERING EVALUERINGSRAPPORT OBS! Excel-ark/oversigt over fagelementernes placering i A-, B- og C-kategorier skal vedlægges rapporten. - Følgende bedes udfyldt som del af den Offentliggjorte

Læs mere

Tema III Kommunikation og samspil mellem it og forretningen. v/anne Mette Hansen & Anja Reinwald

Tema III Kommunikation og samspil mellem it og forretningen. v/anne Mette Hansen & Anja Reinwald Tema III Kommunikation og samspil mellem it og forretningen v/anne Mette Hansen & Anja Reinwald Tema III samspil og kommunikation mellem it og forretningen It-organisationen og it-ledelsens rolle Samspil

Læs mere

IBM Watson & Cognitive IoT. Sebastian Slej Channel Manager IBM Analytics

IBM Watson & Cognitive IoT. Sebastian Slej Channel Manager IBM Analytics IBM Watson & Cognitive IoT Sebastian Slej Channel Manager IBM Analytics 3 ting jeg håber I tager med fra denne præsentation 1. Et overblik over hvad Watson er og hvad Watson kan. 2. Et perspektiv på det

Læs mere

Diffusion of Innovations

Diffusion of Innovations Diffusion of Innovations Diffusion of Innovations er en netværksteori skabt af Everett M. Rogers. Den beskriver en måde, hvorpå man kan sprede et budskab, eller som Rogers betegner det, en innovation,

Læs mere

VARIO D1. Samlet pris kr. XXXX,-

VARIO D1. Samlet pris kr. XXXX,- Forside INDHOLD! NYHED! 1 sæt vario d1 6 modul monteret med 6 stk. fotoprint, format 70 x 100 cm. 3 stk. halogenspot, 200W 2 stk. brochureholder VARIO D1 5 sk. Vario d2 rammer, format 70 x 100 cm. Monteret

Læs mere

The City Goods Ordinance. 1. Introduction. Web: www.citygods.dk. City Gods. Certificeret. E-mail: citygods@btf.kk.dk

The City Goods Ordinance. 1. Introduction. Web: www.citygods.dk. City Gods. Certificeret. E-mail: citygods@btf.kk.dk 1. Introduction Web: www.citygods.dk City Gods Certificeret E-mail: citygods@btf.kk.dk 2. The City Goods ordinance - main target City Goods ordinance: Vans and lorries over 2.500kg totalweigt must be 60%

Læs mere

Interim report. 24 October 2008

Interim report. 24 October 2008 Interim report 24 October 2008 2 2008 Key figures July-September 2008 Net sales were SEK 3,690 m (3,748) Organic growth was 1% Operating profit (EBIT) declined by 32% to SEK 186 m (272). Negative currency

Læs mere

Finn Gilling The Human Decision/ Gilling September Insights Danmark 2012 Hotel Scandic Aarhus City

Finn Gilling The Human Decision/ Gilling September Insights Danmark 2012 Hotel Scandic Aarhus City Finn Gilling The Human Decision/ Gilling 12. 13. September Insights Danmark 2012 Hotel Scandic Aarhus City At beslutte (To decide) fra latin: de`caedere, at skære fra (To cut off) Gilling er fokuseret

Læs mere

Our activities. Dry sales market. The assortment

Our activities. Dry sales market. The assortment First we like to start to introduce our activities. Kébol B.V., based in the heart of the bulb district since 1989, specialises in importing and exporting bulbs world-wide. Bulbs suitable for dry sale,

Læs mere

Cooperation between LEADER groups and fisheries groups (FLAGS) René Kusier, National Network Unit, Denmark Focus group 3, Estonia February 2010

Cooperation between LEADER groups and fisheries groups (FLAGS) René Kusier, National Network Unit, Denmark Focus group 3, Estonia February 2010 Cooperation between LEADER groups and fisheries groups (FLAGS) René Kusier, National Network Unit, Denmark Focus group 3, Estonia February 2010 Why cooperation between rural (LEADER) and fisheries groups

Læs mere

Aktivitet Dag Start Lektioner Uge BASP0_V1006U_International Human Resource Management/Lecture/BASP0V1006U.LA_E15onsdag 11:40 3 36 41

Aktivitet Dag Start Lektioner Uge BASP0_V1006U_International Human Resource Management/Lecture/BASP0V1006U.LA_E15onsdag 11:40 3 36 41 Aktivitet Dag Start Lektioner Uge BASP0_V1006U_International Human Resource Management/Lecture/BASP0V1006U.LA_E15onsdag 11:40 3 36 41 BASP0_V1006U_International Human Resource Management/Lecture/BASP0V1006U.LA_E15tirsdag

Læs mere

Black Jack --- Review. Spring 2012

Black Jack --- Review. Spring 2012 Black Jack --- Review Spring 2012 Simulation Simulation can solve real-world problems by modeling realworld processes to provide otherwise unobtainable information. Computer simulation is used to predict

Læs mere

Quality indicators for clinical pharmacy services

Quality indicators for clinical pharmacy services Quality indicators for clinical pharmacy services Head of Quality and Improvement, Nordsjælland Hospital Dorthe Vilstrup Tomsen Assuring quality in clinical pharmacy services Following international, national

Læs mere

make connections share ideas be inspired

make connections share ideas be inspired make connections share ideas be inspired Integration af prædiktive analyser og operationelle forretningsregler med SAS Decision Manager Kristina Birch, chefkonsulent Professional Services, Banking & Mortgage

Læs mere

Bilag. Resume. Side 1 af 12

Bilag. Resume. Side 1 af 12 Bilag Resume I denne opgave, lægges der fokus på unge og ensomhed gennem sociale medier. Vi har i denne opgave valgt at benytte Facebook som det sociale medie vi ligger fokus på, da det er det største

Læs mere

Learnings from the implementation of Epic

Learnings from the implementation of Epic Learnings from the implementation of Epic Appendix Picture from Region H (2016) A thesis report by: Oliver Metcalf-Rinaldo, oliv@itu.dk Stephan Mosko Jensen, smos@itu.dk Appendix - Table of content Appendix

Læs mere

Information Lifecycle Management

Information Lifecycle Management Information Lifecycle Management Persondataforordningen og Privacy-by-design Frederik Helweg-Larsen, Principal, Devoteam fhl@devoteam.com 12. oktober 2016 2 3 Principper for behandling af personoplysninger

Læs mere

From innovation to market

From innovation to market Nupark Accelerace From innovation to market Public money Accelerace VC Private Equity Stock market Available capital BA 2 What is Nupark Accelerace Hands-on investment and business developmentprograms

Læs mere

Appendix. Side 1 af 13

Appendix. Side 1 af 13 Appendix Side 1 af 13 Indhold Appendix... 3 A: Interview Guides... 3 1. English Version: Rasmus Ankær Christensen and Hanne Krabbe... 3 2. Dansk Oversættelse - Rasmus Ankær Christensen og Hanne Krabbe...

Læs mere

Strategic Enrolment Management

Strategic Enrolment Management Strategic Enrolment Management Morton J. Mendelson, PhD Deputy Provost (Student Life and Learning) Senate Presentation March 25, 2009 Aim of Presentation Raise awareness about SEM Very brief report on

Læs mere

Susan Svec of Susan s Soaps. Visit Her At:

Susan Svec of Susan s Soaps. Visit Her At: Susan Svec of Susan s Soaps Visit Her At: www.susansoaps.com Background Based on All-Natural Soap and Other Products Started Due to Experience with Eczema Common Beginning Transition to Business Started

Læs mere

FDIH FRA SHOP TIL SERVICE.DK

FDIH FRA SHOP TIL SERVICE.DK FDIH FRA SHOP TIL SERVICE.DK EFFEKTIV ECOMMERCE ER I DAG LANGT MERE END ET OPTIMERET KØBSFLOW OG RELATEREDE TILBUD. I OPLÆGGET SÆTTER KLAUS BUNDVIG FOKUS PÅ TO TENDENSER, SOM SER UD TIL AT FÅ STOR BETYDNING

Læs mere

Retail trade and repair work, except motor vehicles

Retail trade and repair work, except motor vehicles Antallet af ny-registrerede virksomheder har været let stigende gennem de sidste tre år. Figure 5.1 Number of new registrations and employees, 1992-1997 Den klare tendens i dette skema er, at antallet

Læs mere

Undervisningsbeskrivelse

Undervisningsbeskrivelse Undervisningsbeskrivelse Stamoplysninger til brug ved prøver til gymnasiale uddannelser Termin Maj juni 2020 Institution Erhvervsgymnasiet Grinsted Uddannelse Fag og niveau Lærer(e) Hold hhx Engelsk A

Læs mere

Syddansk Universitet MBA beskrivelse af valgfag

Syddansk Universitet MBA beskrivelse af valgfag Syddansk Universitet MBA beskrivelse af valgfag Efterår 2016 Beskrivelse af fagene: Human resource management Strategisk kommunikation Innovationsledelse (undervises på engelsk) Business Performance Management

Læs mere

GNSS/INS Product Design Cycle. Taking into account MEMS-based IMU sensors

GNSS/INS Product Design Cycle. Taking into account MEMS-based IMU sensors GNSS/INS Product Design Cycle Taking into account MEMS-based IMU sensors L. Vander Kuylen 15 th th December 2005 Content Product Definition Product Development Hardware Firmware Measurement Campaign in

Læs mere

Improving data services by creating a question database. Nanna Floor Clausen Danish Data Archives

Improving data services by creating a question database. Nanna Floor Clausen Danish Data Archives Improving data services by creating a question database Nanna Floor Clausen Danish Data Archives Background Pressure on the students Decrease in response rates The users want more Why a question database?

Læs mere

Supplier development så langt kan man nå i samarbejdet mellem kunde og leverandør. Søren Jepsen 13. Juni 2013

Supplier development så langt kan man nå i samarbejdet mellem kunde og leverandør. Søren Jepsen 13. Juni 2013 Supplier development så langt kan man nå i samarbejdet mellem kunde og leverandør. Søren Jepsen 13. Juni 2013 Solar in short Solar is one of Northern Europe s leading technical wholesalers Listed on NASDAQ

Læs mere

Mapning af forretningsprocesserne og IAM

Mapning af forretningsprocesserne og IAM Mapning af forretningsprocesserne og IAM 1 Agenda Kort om LinkGRC Omfanget af præsentationen Overordnet metodik Kravstyring Implementering af krav i organisationen IAM relateret processer Assurance 2 Agenda

Læs mere

Financial Management -II

Financial Management -II SEMESTER V Financial Management -II To understand theories of value, risk and return, capital investment decisions, financing decisions, dividend policy, capital structure, and options. Also, to study

Læs mere

Brug sømbrættet til at lave sjove figurer. Lav fx: Få de andre til at gætte, hvad du har lavet. Use the nail board to make funny shapes.

Brug sømbrættet til at lave sjove figurer. Lav fx: Få de andre til at gætte, hvad du har lavet. Use the nail board to make funny shapes. Brug sømbrættet til at lave sjove figurer. Lav f: Et dannebrogsflag Et hus med tag, vinduer og dør En fugl En bil En blomst Få de andre til at gætte, hvad du har lavet. Use the nail board to make funn

Læs mere

Current Trends and Approaches in Urban Hydrogeology, Bucharest, 13-15 may 2015

Current Trends and Approaches in Urban Hydrogeology, Bucharest, 13-15 may 2015 Current Trends and Approaches in Urban Hydrogeology, Bucharest, 13-15 may 2015 Gert Laursen, Hydrogeneralist The Municipality of Odense, Denmark Urbanisation, water abstraction and climate adaptation City

Læs mere

Profilbeskrivelse for Marketing, Globalisering og Kommunikation Marketing, Globalization and Communication

Profilbeskrivelse for Marketing, Globalisering og Kommunikation Marketing, Globalization and Communication Profilbeskrivelse for Marketing, Globalisering og Kommunikation Marketing, Globalization and Communication Bilag til studieordningen for kandidatuddannelsen i erhvervsøkonomi (cand.merc.) Odense 2009 1

Læs mere

SHOWROOM / GALLERI / FOTOSTUDIE / LAGER / ARKIV VED KONGENS HAVE Sølvgade 38E, kld., 1307 København K Sag 107159 (NRL)

SHOWROOM / GALLERI / FOTOSTUDIE / LAGER / ARKIV VED KONGENS HAVE Sølvgade 38E, kld., 1307 København K Sag 107159 (NRL) SHOWROOM / GALLERI / FOTOSTUDIE / LAGER / ARKIV VED KONGENS HAVE Sølvgade 38E, kld., 1307 København K Sag 107159 (NRL) BELIGGENHED DK Lejemålet er beliggende ved Kongens Have nær Frederiksstaden og Indre

Læs mere

Rettelse nr. / Correction no. 354-362

Rettelse nr. / Correction no. 354-362 16. august 2013 25. årgang SØKORTRETTELSER 32 DANISH CHART CORRECTIONS 2013 Rettelse nr. / Correction no. 354-362 Kort / Chart Rettelse nr. / Correction no. Kort / Chart Rettelse nr. / Correction no. 60

Læs mere

Den uddannede har viden om: Den uddannede kan:

Den uddannede har viden om: Den uddannede kan: Den uddannede har viden om: Den uddannede kan: Den uddannede kan: Den studerende har udviklingsbaseret viden om og forståelse for Den studerende kan Den studerende kan Den studerende har udviklingsbaseret

Læs mere

Modtageklasser i Tønder Kommune

Modtageklasser i Tønder Kommune Modtageklasser i Tønder Kommune - et tilbud i Toftlund og Tønder til børn, der har behov for at blive bedre til dansk TOFTLUND TØNDER Hvad er en modtageklasse? En modtageklasse er en klasse med særligt

Læs mere

Nyhedsbrev 15 Februar 2008

Nyhedsbrev 15 Februar 2008 Nyhedsbrev 15 Februar 2008 FTU Boghandel Halmstadgade 6, 8200 Århus N Tlf: 86 10 03 38 / Mail:ftu@ats.dk / Inet: www.ftu.dk Hvem er FTU Boghandel? FTU Boghandel er en specialboghandel indenfor teknik,

Læs mere

Agenda. Hvad er Smart City og hvem er aktørerne? Udfordringer. Muligheder

Agenda. Hvad er Smart City og hvem er aktørerne? Udfordringer. Muligheder Smart City i et energimæssigt perspektiv Frank Elefsen, Teknologichef Teknologisk Institut Agenda Hvad er Smart City og hvem er aktørerne? Udfordringer Muligheder Hvad er Smart City? Definition fra European

Læs mere

Economic policy in the EU. The Danish Case: Excessive Loyalty to Austerity Bent Gravesen

Economic policy in the EU. The Danish Case: Excessive Loyalty to Austerity Bent Gravesen Economic policy in the EU The Danish Case: Excessive Loyalty to Austerity Bent Gravesen begr@foa.dk Disposition Global crisis 2008 Danish version 2010ff Austerity - the Danish political consensus version

Læs mere

How Al-Anon Works - for Families & Friends of Alcoholics. Pris: kr. 130,00 Ikke på lager i øjeblikket Vare nr. 74 Produktkode: B-22.

How Al-Anon Works - for Families & Friends of Alcoholics. Pris: kr. 130,00 Ikke på lager i øjeblikket Vare nr. 74 Produktkode: B-22. Bøger på engelsk How Al-Anon Works - for Families & Friends of Alcoholics Al-Anons grundbog på engelsk, der indfører os i Al- Anon programmet. Om Al-Anons historie, om forståelse af os selv og alkoholismen.

Læs mere

KENDSKAB TIL MARKETING AUTOMATION RAPPORT MARTS 2017

KENDSKAB TIL MARKETING AUTOMATION RAPPORT MARTS 2017 KENDSKAB TIL MARKETING AUTOMATION RAPPORT MARTS 2017 HOVEDRESULTATER Selvom marketing automation er et fokusområde blandt 33% af de deltagende virksomheder, er det kun en lille gruppe der siger deres virksomhed

Læs mere

Oversigt over ønskede ændringer på cand.merc.-linjer. Innovation Management udbudt af Institut for Virksomhedsledelse. Optag 2015: Optag 2016:

Oversigt over ønskede ændringer på cand.merc.-linjer. Innovation Management udbudt af Institut for Virksomhedsledelse. Optag 2015: Optag 2016: Oversigt over ønskede ændringer på cand.merc.-linjer. Innovation Management udbudt af Institut for Virksomhedsledelse Optag 201: Management Research Method (+ SOL + IB) FAG 2013 Entrepreneurship: Shaping

Læs mere

CONNECTING PEOPLE AUTOMATION & IT

CONNECTING PEOPLE AUTOMATION & IT CONNECTING PEOPLE AUTOMATION & IT Agenda 1) Hvad er IoT 2) Hvilke marked? 1) Hvor stor er markedet 2) Hvor er mulighederne 3) Hvad ser vi af trends i dag Hvad er IoT? Defining the Internet of Things -

Læs mere

applies equally to HRT and tibolone this should be made clear by replacing HRT with HRT or tibolone in the tibolone SmPC.

applies equally to HRT and tibolone this should be made clear by replacing HRT with HRT or tibolone in the tibolone SmPC. Annex I English wording to be implemented SmPC The texts of the 3 rd revision of the Core SPC for HRT products, as published on the CMD(h) website, should be included in the SmPC. Where a statement in

Læs mere

ATU Seminar 2014: Innova4on

ATU Seminar 2014: Innova4on ATU Seminar 2014: Innova4on Who are we? Professors and students from Innova&on and Business SDU Campus Sønderborg SDU Campus Sønderborg Approx. 1.000 Students Engineering, Social Science und Humani4es

Læs mere

VidenForum Fokus på viden Viden i fokus

VidenForum Fokus på viden Viden i fokus VidenForum inviterer til seminarrække - Learn how to improve your intelligence and market analysis capabilities VidenForum har fornøjelsen at præsentere en række spændende seminarer i samarbejde med Novintel

Læs mere

IBM WebSphere Operational Decision Management

IBM WebSphere Operational Decision Management IBM WebSphere Operational Decision Management 8 0 49., WebSphere Operational Decision Management 8, 0, 0. Copyright IBM Corporation 2008, 2012. ........... 1 :......... 1 Miniloan........ 3 1:........

Læs mere

E K S T R A O R D I N Æ R G E N E R A F O R S A M L I N G E X T R A O R D I N A R Y G E N E R A L M E E T I N G. Azanta A/S. J.nr.

E K S T R A O R D I N Æ R G E N E R A F O R S A M L I N G E X T R A O R D I N A R Y G E N E R A L M E E T I N G. Azanta A/S. J.nr. J.nr. 210150001 E K S T R A O R D I N Æ R G E N E R A F O R S A M L I N G E X T R A O R D I N A R Y G E N E R A L M E E T I N G Azanta A/S Brinkmann Kronborg Henriksen Advokatpartnerselskab /// Amaliegade

Læs mere

IBM WebSphere Operational Decision Management

IBM WebSphere Operational Decision Management IBM WebSphere Operational Decision Management 8 0 29., WebSphere Operational Decision Management 8, 0, 0. Copyright IBM Corporation 2008, 2012. ........... 1 :......... 1 1: Decision Center....... 3 1

Læs mere

Using SL-RAT to Reduce SSOs

Using SL-RAT to Reduce SSOs Using SL-RAT to Reduce SSOs Daniel R. Murphy, P.E. Lindsey L. Donbavand November 17, 2016 Presentation Outline Background Overview of Acoustic Inspection Approach Results Conclusion 2 Background Sanitary

Læs mere

Lovkrav vs. udvikling af sundhedsapps

Lovkrav vs. udvikling af sundhedsapps Lovkrav vs. udvikling af sundhedsapps Health apps give patients better control User Data Social media Pharma Products User behaviour Relatives www Self monitoring (app) data extract Healthcare specialists

Læs mere

Observation Processes:

Observation Processes: Observation Processes: Preparing for lesson observations, Observing lessons Providing formative feedback Gerry Davies Faculty of Education Preparing for Observation: Task 1 How can we help student-teachers

Læs mere

UNIVERSITY COLLEGE LILLEBÆLT

UNIVERSITY COLLEGE LILLEBÆLT UNIVERSITY COLLEGE LILLEBÆLT Den skabende skole makers mindset FabLab Innovation, Odense d. 28/4 2014 Helle Munkholm Davidsen, ph.d. Centerleder Innovation og Entreprenørskab Forskning og innovation, UCL

Læs mere

Sport for the elderly

Sport for the elderly Sport for the elderly - Teenagers of the future Play the Game 2013 Aarhus, 29 October 2013 Ditte Toft Danish Institute for Sports Studies +45 3266 1037 ditte.toft@idan.dk A growing group in the population

Læs mere

m² ARKIV/ LAGER. Rahbeks Alle 21, kld., 1801 Frederiksberg Sag (NRL)

m² ARKIV/ LAGER. Rahbeks Alle 21, kld., 1801 Frederiksberg Sag (NRL) 100 228 m² ARKIV/ LAGER Rahbeks Alle 21, kld., 1801 Frederiksberg Sag 129617 (NRL) EJENDOMMEN/ LEJEMÅLENE DK BELIGGENHED DK Flot fredet ejendom opført i 1862, med ydervæg af røde mursten, kalksandsten

Læs mere

Trolling Master Bornholm 2012

Trolling Master Bornholm 2012 Trolling Master Bornholm 1 (English version further down) Tak for denne gang Det var en fornøjelse især jo også fordi vejret var med os. Så heldig har vi aldrig været før. Vi skal evaluere 1, og I må meget

Læs mere

Indkøbsturen. Beslutningsprocessens digitale processer

Indkøbsturen. Beslutningsprocessens digitale processer Indkøbsturen Mortens bemærkninger med lidt om købsroller Beslutningsprocessens digitale processer Fysiske aktører påvirker via digitale agenter Bannere, URL, nyhedsgrupper, e- Need identification (Recognition)

Læs mere

Basic statistics for experimental medical researchers

Basic statistics for experimental medical researchers Basic statistics for experimental medical researchers Sample size calculations September 15th 2016 Christian Pipper Department of public health (IFSV) Faculty of Health and Medicinal Science (SUND) E-mail:

Læs mere

Fra: Sendt: Til: Emne:

Fra: Sendt: Til: Emne: Fra: René Zacho [mailto:slagterzacho@gmail.com] Sendt: 26. august 2015 20:04 Til: Gyda Bay Emne: deltagelse i Differentieringspuljen. Min deltagelse i differentieringspuljen, har været

Læs mere

H2020 DiscardLess ( ) Lessons learnt. Chefkonsulent, seniorrådgiver Erling P. Larsen, DTU Aqua, Denmark,

H2020 DiscardLess ( ) Lessons learnt.   Chefkonsulent, seniorrådgiver Erling P. Larsen, DTU Aqua, Denmark, H2020 DiscardLess (2015-2019) Lessons learnt www.discardless.eu Chefkonsulent, seniorrådgiver Erling P. Larsen, DTU Aqua, Denmark, Fra ændrede fiskeredskaber til cost-benefit analyser Endnu et skifte i

Læs mere

Havefrø. Specialiseret frøproduktion en niche i dansk fødevarenetværk. Specialized seed production a niche in the danish food network

Havefrø. Specialiseret frøproduktion en niche i dansk fødevarenetværk. Specialized seed production a niche in the danish food network Specialiseret frøproduktion en niche i dansk fødevarenetværk Specialized seed production a niche in the danish food network Lise C. Deleuran Institut for Agroøkologi Aarhus Universitet Havefrø Research

Læs mere

Emergency Management. FY08 Budget Information Session April 26, 2007

Emergency Management. FY08 Budget Information Session April 26, 2007 Emergency Management FY08 Budget Information Session April 26, 2007 Department Direction/Highlights New approaches to Expansion of Public Shelter Capacities Public Safety Campus planning Enhanced Public

Læs mere

South Baileygate Retail Park Pontefract

South Baileygate Retail Park Pontefract Key Details : available June 2016 has a primary shopping catchment of 77,000 (source: PMA), extending to 186,000 within 10km (source: FOCUS) 86,000 sq ft of retail including Aldi, B&M, Poundstretcher,

Læs mere

Flag s on the move Gijon Spain - March 2010. Money makes the world go round How to encourage viable private investment

Flag s on the move Gijon Spain - March 2010. Money makes the world go round How to encourage viable private investment Flag s on the move Gijon Spain - March 2010 Money makes the world go round How to encourage viable private investment Local action groups in fisheries areas of Denmark Nordfyn The organization of FLAG

Læs mere

Seminar d. 19.9.2013. Klik for at redigere forfatter

Seminar d. 19.9.2013. Klik for at redigere forfatter Seminar d. 19.9.2013 Klik for at redigere forfatter M_o_R En risiko er en usikker begivenhed, der, hvis den indtræffer, påvirker en målsætning Risici kan dele op i to typer Trusler: Der påvirker målsætningen

Læs mere

Evaluering i Europa-kommissionen:

Evaluering i Europa-kommissionen: Evaluering i Europa-kommissionen: Udvikling af et system til evaluering af mangesidige politikker og forskelligartede implementeringsmetoder Svend Jakobsen, DG Budgets evalueringskontor Dansk Evalueringsselskabs

Læs mere

Innovation i Horizon 2020 Klima

Innovation i Horizon 2020 Klima Innovation i Horizon 2020 Klima Stefanie Bondy Jørgensen, EuroCenter o NCP for Klima, Rummelige Samfund og Videnskab med og for samfundet i Horizon 2020 o Medlem af programkomitéen for Klima Horizon 2020

Læs mere

Hitachi Data Systems. The Hitachi Way!

Hitachi Data Systems. The Hitachi Way! Hitachi Data Systems The Hitachi Way! Terkel Steenholt Solutions Consultant 2009 Hitachi Data Systems Hitachi Data Systems overblik 100% ejet af Hitachi,Ltd. (NYSE:HIT) Grundlagt i 1989 Excellence in Customer

Læs mere

Managing Risk Enabling Growth Through Compliance! Alex Sinvani Copenhagen, 30.10.2012

Managing Risk Enabling Growth Through Compliance! Alex Sinvani Copenhagen, 30.10.2012 Managing Risk Enabling Growth Through Compliance! Alex Sinvani Copenhagen, 30.10.2012 Headline are written here in one line Section title (Arial Regular, 24/26 pt) Second section title Third section title

Læs mere

Copyrights Prof Torsten Ringberg CBS, IDA 2018

Copyrights Prof Torsten Ringberg CBS, IDA 2018 Forbered dig på digital disruption Grundene er mange: kompetence mangel, silo tænkning, rutiner, etc. Men en af de væsentligste er ledernes og medarbejdernes manglende evne til at tænke anderledes! MYOPIA

Læs mere

Forventer du at afslutte uddannelsen/har du afsluttet/ denne sommer?

Forventer du at afslutte uddannelsen/har du afsluttet/ denne sommer? Kandidatuddannelsen i Informationsarkitektur - Aalborg 3 respondenter 10 spørgeskemamodtagere Svarprocent: 30% Forventer du at afslutte uddannelsen/har du afsluttet/ denne sommer? I hvilken grad har uddannelsen

Læs mere