“…Knowledgeintheformofassessments,expertise,ratingsandrecommendationsistheprimary resourceforsuccessfulinvestmentbanks.Thisisduetoanenormousvarietyofinternalaswellas externaldata,whichneedtobeprocessedinordertocometointelligentbusinessdecisions (Soderborg, 2017). Atthesametime,theoverallbranchisunderhighpressurethroughnewdigitalbusinessmodels (e.g.bankingapps,blockchaintechnology,tonamesometends).Theintelligentapplicationofdata sciencetechniquesiscurrentlydiscussedasprimarywaytoorganizetheknowledgeresourcebestto strategicallydistinguishitselffromthecompetition (Tapscott&Tapscott,2016).Forexample,for consideringtheactualvalueofcompanies,manystructuredinformationsuchassales,andnumberof employees,locations,andproductsshouldbeconsidered.Atthesametimesemi-orevenun-structured informationsuchassocialmediareviews,buyingrecommendations,ortestportalsresultscouldbe used.Goingonestepfurther,weaksignalssuchasreviewsonemployerportalsorevenhardfacts likeproductionefficiencyinasmartfactoryarenowavailableforinformationprocessing (Viney& Phillips2015;Fahamietal.2015;Witkowska,1999).Whatstandsout:Thereareinnovativeideasfor datausageavailablethatbringnewusecaseswithit.Furthermore,rigidsystemsandsimpledatabase queriesneedtoberethoughtinfavorofflexibledatascienceknowledgemanagementtechniquesthat makesenseoflinkinginternalandexternaldataforgoodknowledge.…”