The software your substance-based business deserves has never existed. Until now.
AAregulatoryregulatoryupdateupdatehashaschangedchangedthethepermittedpermittedconcentrationconcentrationofofaapreservativepreservativeininthreethreeEUEUmarkets,markets,effectiveeffectiveininelevenelevenweeks.weeks.YourYourqualityqualityleadleadsearchessearchesthetheERPERPforforeveryeveryaffectedaffectedSKU,SKU,findsfindsseventeen,seventeen,butbutcannotcannotbebecertaincertainthethelistlistisiscompletecompletebecausebecausethetheingredientingredientisislistedlistedunderundertwotwodifferentdifferentINCIINCInamesnamesacrossacrossthetheformulationformulationrecords.records.TheThereformulationreformulationloglogliveslivesininaaspreadsheet.spreadsheet.TheThebriefbriefisisininaasharedshareddrive.drive.TheThebatchbatchrecordrecordisisininaadifferentdifferentsystem.system.ByByFridayFridayeveningeveningtherethereisisaadraftdraftimpactimpactassessment.assessment.NobodyNobodyhashastouchedtouchedthetheactualactualcompliancecompliancedocumentation.documentation.TheTheclockclockisisstillstillrunning.running.TheTherealrealproblemproblemisisnotnotthetheregulation.regulation.ItItisisthatthatthetheworkworkisisspreadspreadacrossacrosssystemssystemsthatthatdodonotnotshareshareoneoneoperatingoperatingbackbone.backbone.
AAspecialtyspecialtychemicalchemicaldistributordistributorhashasjustjustreceivedreceivedaacustomercustomerqueryqueryaboutaboutaasubstancesubstanceononthetheSVHCSVHCcandidatecandidatelist.list.TheirTheirresponseresponsedependsdependsononknowingknowingwhichwhichofoftheirtheircurrentcurrentproductproductlineslinescontainscontainsthatthatsubstance,substance,atatwhatwhatconcentrations,concentrations,ininwhichwhichformulationsformulationssoldsoldtotowhichwhichcustomers,customers,ininwhichwhichmarkets.markets.ThatThatdatadataexistsexistsininfourfourseparateseparateplaces:places:ananERP,ERP,aaproductproductdatabase,database,aaSharePointSharePointfolder,folder,andandaasalessalesCRMCRMthatthatnobodynobodyhashasfullyfullyupdatedupdatedsincesincethethelastlastreprepleft.left.TheThedistributordistributorisisnotnotshortshortofofsystems.systems.ItItisisshortshortofofoneonesystemsystemthethebusinessbusinessactuallyactuallyrunsrunson.on.
AAfoodfoodcontractcontractmanufacturermanufacturerhashasaaFSMAFSMA204204traceabilitytraceabilityauditauditininsixsixweeks.weeks.TheTheregulationregulationrequiresrequiresCriticalCriticalTrackingTrackingEventsEventstotobebeloggedloggedatateveryeverypointpointininthethesupplysupplychainchainfromfromgrowergrowertotoprocessor.processor.TheirTheircurrentcurrentsystemsystemtrackstracksfinishedfinishedgoodsgoodsbybylot.lot.ItItdoesdoesnotnotloglogthetheupstreamupstreamingredientingredientjourneyjourneyatatthethelevellevelofofgranularitygranularitythetheregulationregulationnownowdemands.demands.TheThegapgapisisnotnotaadatadataproblem.problem.ItItisisananarchitecturearchitectureproblem.problem.TheThetruthtruththethebusinessbusinessdependsdependsononisissplitsplitacrossacrosstootoomanymanyplacesplacestotobebetrusted.trusted.
AAnutraceuticalnutraceuticalbrandbrandisisreformulatingreformulatingaaproductproducttotomeetmeetNSFNSFcertificationcertificationrequirementsrequirementsforforaanewnewretailretailpartner.partner.TheTheprocessprocessrequiresrequiresidentityidentitytestingtestingdocumentationdocumentationforforeveryeveryrawrawmaterial,material,aacertificatecertificateofofanalysisanalysisforforeacheachlot,lot,aastabilitystabilityprotocol,protocol,andandaarevisedrevisedlabellabelclaimclaimreview.review.AllAllofofthatthatinformationinformationexists.exists.NoneNoneofofititisisininthethesamesamesystem.system.TheTheproductproductmanagermanagerisisspendingspendingthreethreedaysdaysassemblingassemblingaadocumentationdocumentationpackpackthatthataaproperlyproperlydesigneddesignedbackbonebackbonewouldwouldhavehaveproducedproducedininminutes.minutes.TheTheworkworkisishappeninghappeningoutsideoutsidethethesystemsystembecausebecausetherethereisisnonosinglesinglesystemsystemforforthetheworkworktotohappenhappeninside.inside.
TheseThesearearenotnotedgeedgecases.cases.TheyTheyarearethethenormalnormaloperatingoperatingconditionsconditionsforforbrands,brands,contractcontractmanufacturers,manufacturers,ingredientingredientsuppliers,suppliers,andanddistributorsdistributorsacrossacrosscosmetics,cosmetics,specialtyspecialtychemicals,chemicals,foodfoodandandbeverage,beverage,andandnutraceuticals.nutraceuticals.SomeSomeversionversionofofatatleastleastoneoneofofthesethesescenariosscenariosisisplayingplayingoutoutininyouryourbusinessbusinessrightrightnow.now.TheThetechnologytechnologystackstackininplaceplaceisisalmostalmostneverneveradequateadequateforforthetheproblem.problem.TheThereasonsreasonsforforthatthatarearestructural,structural,notnotoperational.operational.ThereTherearearetootoomanymanysystems,systems,tootoomanymanysidesideprocesses,processes,andandnonosinglesingleoperatingoperatinglayerlayerunderunderthethebusiness.business.
01 · The problem
Why chemicals, cosmetics, and supplement businesses are uniquely hard to run
TheThecorecoreproblemproblemisisingredientingredientvariability.variability.AAsubstance-basedsubstance-basedbusinessbusinessisisfundamentallyfundamentallydifferentdifferentfromfromaadiscretediscretemanufacturermanufacturerbecausebecauseitsitsproductsproductsarearenotnotdefineddefinedobjectsobjectswithwithstablestableproperties.properties.TheyTheyareareformulations,formulations,andandeveryeveryformulationformulationisisaadynamicdynamiccombinationcombinationofofrawrawmaterialsmaterialswhosewhoseproperties,properties,regulatoryregulatorystatus,status,andanddocumentationdocumentationrequirementsrequirementscancanchangechangeatatanyanypointpointininthethesupplysupplychain.chain.WhenWhenthatthatvariabilityvariabilityisisspreadspreadacrossacrossERP,ERP,PLM,PLM,compliancecompliancetools,tools,spreadsheetsspreadsheetsandandemail,email,thethebusinessbusinessloseslosescontrolcontrolofofitsitsownownproductproducttruth.truth.
InIncosmeticscosmeticsandandpersonalpersonalcare,care,aasinglesinglepreservativepreservativemightmightbeberegulatedregulatedatatdifferentdifferentpermittedpermittedconcentrationsconcentrationsacrossacrossthetheEU,EU,thetheUK,UK,thetheUS,US,China,China,andandSoutheastSoutheastAsianAsianmarkets,markets,sometimessometimesunderunderdifferentdifferentregulatoryregulatoryframeworksframeworksentirely,entirely,andandthatthatstatusstatuscancanchangechangewithwitheacheachupdateupdatetotothetherelevantrelevantannex.annex.InInspecialtyspecialtychemicals,chemicals,aasubstancesubstanceononthetheREACHREACHcandidatecandidatelistlisttriggerstriggersnotificationnotificationobligationsobligationsthatthatdependdependononthetheconcentrationconcentrationininthethearticle,article,thetheuseusecase,case,andandthethedownstreamdownstreamcustomer'scustomer'sownownregulatoryregulatoryexposure.exposure.InInfoodfoodandandbeverage,beverage,thethesamesameingredientingredientcancanbebeaaprocessingprocessingaidaidininoneoneproductproductandandaadeclareddeclaredallergenallergenininanother,another,withwithtraceabilitytraceabilityrequirementsrequirementsthatthatnownowextendextendtotothethepointpointofoforigin.origin.InInnutraceuticals,nutraceuticals,thethesamesamecompoundcompoundcancanrequirerequiredifferentdifferentidentityidentitytestingtestingprotocolsprotocolsdependingdependingononwhetherwhetherititisisbeingbeingsoldsoldtotoaaretailerretailerrequiringrequiringNSFNSFcertificationcertificationororaabrandbrandrequiringrequiringUSPUSPcompliance.compliance.
ContractContractmanufacturersmanufacturersfacefacethisthiscomplexitycomplexitymultipliedmultipliedacrossacrosseveryeverycustomercustomertheytheyserve.serve.AAmid-sizedmid-sizedCMCMworkingworkingwithwithfifteenfifteenbrandsbrandsmightmightproduceproducethethesamesamebasebaseformulaformulaininmultiplemultiplebatchbatchsizes,sizes,withwithdifferentdifferentfinished-productfinished-productlabelling,labelling,underunderdifferentdifferentcustomercustomerbrandbrandnames,names,subjectsubjecttotodifferentdifferentregulatoryregulatoryrequirementsrequirementsdependingdependingononwherewhereeacheachbrandbrandsells.sells.EachEachcombinationcombinationrequiresrequiresitsitsownownbatchbatchrecord,record,itsitsownowncertificatecertificateofofanalysisanalysisstructure,structure,itsitsownowndocumentationdocumentationtrail.trail.TheTheadministrativeadministrativeoverheadoverheadscalesscaleswithwithrevenue,revenue,whichwhichisispreciselypreciselythethewrongwrongdirection,direction,particularlyparticularlywhenwheneacheachpartpartofofthatthattrailtrailliveslivesininaadifferentdifferentsystem.system.
IngredientIngredientsupplierssuppliersandanddistributorsdistributorscarrycarryaafurtherfurthervariantvariantofofthetheproblem.problem.TheyTheyneedneedtotoknowknowwhichwhichcustomerscustomersareareusingusingwhichwhichsubstances,substances,ininwhichwhichproducts,products,atatwhichwhichconcentrations,concentrations,ininwhichwhichmarkets.markets.WhenWhenaaregulatoryregulatorychangechangearrives,arrives,whetherwhetheraanewnewSVHCSVHCrestriction,restriction,ananupdateupdatetotoAnnexAnnexIIIIIIofofthetheEUEUCosmeticsCosmeticsRegulation,Regulation,aaFSMAFSMA204204implementationimplementationdeadline,deadline,ororaanewnewMoCRAMoCRArequirementrequirementforforUSUSimports,imports,theytheyneedneedtotounderstandunderstandthethedownstreamdownstreamexposureexposureacrossacrosstheirtheirentireentirecustomercustomerbase,base,notnotjustjustthetherawrawregulatoryregulatoryupdate.update.ThatThatrequiresrequiresdatadatathatthatalmostalmostnonosuppliersuppliercurrentlycurrentlyholdsholdsininaasinglesingleplace.place.FragmentationFragmentationturnsturnseveryeveryregulatoryregulatorychangechangeintointoaamanualmanualsearchsearchexerciseexerciseinsteadinsteadofofaasystem-levelsystem-levelanswer.answer.
ThisThisstructuralstructuralcomplexity,complexity,ingredient-levelingredient-levelvariability,variability,multi-marketmulti-marketregulatoryregulatoryfragmentation,fragmentation,andandmulti-partymulti-partysupplysupplychainchainopacity,opacity,isiswhatwhatmakesmakessubstance-basedsubstance-basedindustriesindustriesfundamentallyfundamentallydifferentdifferentfromfromdiscretediscretemanufacturing,manufacturing,fromfromfashion,fashion,andandfromfromconsumerconsumerelectronics.electronics.TheThetoolstoolsbuiltbuiltforforthosethoseindustriesindustriesdodonotnottransfer.transfer.AnAnERPERPbuiltbuiltforforunitsunitsininandandunitsunitsoutoutcannot,cannot,ononitsitsown,own,bebethetheoperatingoperatingenvironmentenvironmentaaformulation-basedformulation-basedbusinessbusinessnownowneeds.needs.
02 · The failure
Why existing software has failed to solve it
EnterpriseEnterpriseresourceresourceplanningplanningsystemssystemswerewerebuiltbuiltforfordiscretediscretemanufacturingmanufacturingwithwithunitsunitsin,in,unitsunitsout,out,inventoryinventorytracked,tracked,andandordersordersraised.raised.TheThearchitecturalarchitecturalassumptionassumptionisisthatthataaproductproductisisaadefineddefinedobjectobjectwithwithstablestableproperties.properties.InInsubstance-basedsubstance-basedmanufacturing,manufacturing,thetheproductproductisisdefineddefinedbybyitsitsformulation,formulation,andandthetheformulationformulationisissubjectsubjecttotochangechangewheneverwheneverananingredientingredientlotlotvaries,varies,aaregulatoryregulatorylimitlimitshifts,shifts,ororaacustomercustomerbriefbriefisisupdated.updated.ERPsERPsdodonotnothavehaveaanativenativeconceptconceptofofaaformulationformulationororthetheingredient-levelingredient-levelvariabilityvariabilitybehindbehindit.it.TheTheworkarounds,workarounds,customcustomfields,fields,bolt-onbolt-onmodules,modules,andandintegrationsintegrationsthatthatneedneedtotobebemaintainedmaintainedmanuallymanuallyarearenotnotsolvingsolvingthetheunderlyingunderlyingmismatch.mismatch.TheyTheypaperpaperoveroverititandandleaveleavethethebusinessbusinessrunningrunningacrossacrossmultiplemultiplesystemssystemsinsteadinsteadofofone.one.
TheThemajormajorERPERPvendorsvendorsservingservingthisthisspace,space,somesomewithwitharchitecturesarchitecturesdatingdatingbackbackthirtythirtyyears,years,havehavebegunbegunaddingaddingAIAIfeatures.features.ThisThisisisnotnotthethesamesameasasbeingbeingAI-native.AI-native.AddingAddingaalanguagelanguagemodelmodelonontoptopofofaadatadatamodelmodeldesigneddesignedforforthethe1990s1990sdoesdoesnotnotchangechangethetheunderlyingunderlyingarchitecture.architecture.TheThedatadataisisstillstillsiloed.siloed.TheThecompliancecompliancelogiclogicisisstillstillhard-codedhard-codedininstaticstaticrulerulesets.sets.TheTheAIAIisisansweringansweringquestionsquestionsaboutaboutdatadatathatthatisisalreadyalreadyincomplete.incomplete.AIAIlayeredlayeredonontoptopofoffragmentationfragmentationinheritsinheritsfragmentation.fragmentation.ItItbecomesbecomesdecorativedecorativeratherratherthanthanoperational.operational.
ProductProductlifecyclelifecyclemanagementmanagementtoolstoolswerewerebuiltbuiltforforaadifferentdifferentproblem,problem,managingmanagingthethedevelopmentdevelopmentworkflowworkflowfromfromconceptconcepttotolaunch,launch,typicallytypicallyininfashion,fashion,apparel,apparel,ororconsumerconsumergoods.goods.TheyTheyhandlehandlethethedesigndesignandandapprovalapprovalworkflowworkflowwell.well.TheyTheydodonotnothandlehandlemanufacturingmanufacturingoperations,operations,ingredientingredientsupplysupplychainchainmanagement,management,regulatoryregulatorycompliancecompliancemonitoring,monitoring,ororthethemulti-partymulti-partydocumentationdocumentationrequirementsrequirementsthatthatcontractcontractmanufacturersmanufacturerslivelivewithwitheveryeveryday.day.TheyTheyarearenotnotbuiltbuilttotobebesharedsharedacrossacrossthethesupplysupplychain.chain.TheyTheybecomebecomeoneonemoremoreislandislandininaastackstackthatthatisisalreadyalreadytootoofractured.fractured.
Compliance-focusedCompliance-focusedtoolstoolsaddressaddressregulatoryregulatorymonitoringmonitoringspecifically,specifically,trackingtrackingregulatoryregulatorychanges,changes,flaggingflaggingproductproductexposure,exposure,andandmanagingmanagingingredientingredientdocumentation.documentation.TheyTheyarearevaluablevaluablepointpointsolutions.solutions.TheyTheydodonotnotconnectconnecttotomanufacturingmanufacturingoperations.operations.TheyTheydodonotnotfeedfeeddirectlydirectlyintointobatchbatchrecordsrecordsororqualityqualitydocumentation.documentation.TheyTheysolvesolveoneonenodenodeofofthetheproblemproblemwithoutwithouttouchingtouchingthetherestrestofofthetheworkflow,workflow,andandtheytheyleaveleavethethecorecoreoperationoperationunchanged.unchanged.ImportantImportantworkworkstillstillhappenshappensoutsideoutsidethethesystem.system.
TheThedeepestdeepestissueissueisisthatthatnonenoneofofthesethesetoolstoolsshareshareaadatadatamodel.model.TheTheERPERPdoesdoesnotnotknowknowwhatwhatthethecompliancecompliancetooltoolknows.knows.TheThePLMPLMdoesdoesnotnottalktalktotothethebatchbatchrecordrecordsystem.system.TheTheingredientingredientdatadataininthetheprocurementprocurementplatformplatformisisnotnotthethesamesameingredientingredientdatadataininthetheformulationformulationsystem.system.EveryEverypersonpersonworkingworkingacrossacrossthesethesebusinessesbusinessesis,is,totosomesomedegree,degree,aahumanhumanAPI,API,manuallymanuallytranslatingtranslatinginformationinformationbetweenbetweensystemssystemsthatthatshould,should,ininaarationalrationalworld,world,bebetalkingtalkingtotoeacheachother.other.ThisThisisisasastruetrueforforaaspecialtyspecialtychemicalschemicalsdistributordistributormanagingmanagingSDSSDSdocumentationdocumentationasasititisisforforaacosmeticscosmeticsbrandbrandmanagingmanagingCPNPCPNPnotifications,notifications,andandasastruetrueforforaafoodfoodmanufacturermanufacturerassemblingassemblingFSMAFSMAtraceabilitytraceabilityrecordsrecordsasasititisisforforaanutraceuticalnutraceuticalbrandbrandpreparingpreparingNSFNSFcertificationcertificationdocumentation.documentation.TheThecompanycompanyisisnotnotrunningrunningonononeonebackbone.backbone.ItItisisrunningrunningononmanymanypatches.patches.
03 · The architecture
What an AI operating system actually means for this industry
TheThephrasephrase"AI"AIoperatingoperatingsystem"system"isisbeingbeingusedusedlooselylooselyininaanumbernumberofofcontexts.contexts.ForForchemicals,chemicals,cosmetics,cosmetics,andandsupplementsupplementbusinesses,businesses,itithashasaaspecificspecificmeaning.meaning.ItItisisaasinglesingleplatformplatformthatthatholdsholdsthethecompletecompleteoperationaloperationaldatadatamodelmodelofofthethebusiness,business,formulations,formulations,ingredients,ingredients,suppliers,suppliers,customers,customers,SKUs,SKUs,regulatoryregulatoryrequirementsrequirementsbybymarket,market,batchbatchrecords,records,andandqualityqualitydocumentation,documentation,andandusesusesAIAInotnotasasaalayerlayeronontoptopofofthatthatdatadatabutbutasasthetheoperatingoperatingintelligenceintelligencerunningrunningthroughthroughit.it.
TheThefirstfirststepstepisisruthless:ruthless:fixfixthethedatadatafoundation.foundation.ConsolidateConsolidatethetheproductproducttruthtruththethebusinessbusinessdependsdependson,on,products,products,rawrawmaterials,materials,formulas,formulas,specifications,specifications,suppliersupplierinformation,information,ingredientingredientrecords,records,andandregulatoryregulatorycontext,context,intointooneonecleancleanlayer.layer.WhenWhenthosethoserecordsrecordsarearesplitsplitacrossacrosssystems,systems,everyeveryworkflowworkflowandandeveryeveryAIAIpromisepromiseaboveabovethemthembecomesbecomesunreliable.unreliable.WhenWhentheytheysitsitininoneonebackbone,backbone,everythingeverythingbuiltbuiltaboveaboveititcancanbebetrusted.trusted.
TheThesecondsecondstepstepisisjustjustasasimportant:important:bringbringworkworkinsideinsidethethesystem.system.OnceOncethethedatadatalayerlayerexists,exists,WorldoverWorldoverreplacesreplacessidesideprocessesprocessessosothethebusinessbusinessisisnonolongerlongeroperatingoperatingthroughthroughdisconnecteddisconnectedsystemssystemsandandpersonalpersonalworkarounds.workarounds.TheThelitmuslitmustesttestisissimple.simple.NoNoimportantimportantworkworkshouldshouldhappenhappenoutsideoutsidethetheoperatingoperatingsystem.system.ApprovalsApprovalsbybyemail,email,handoffshandoffsininspreadsheets,spreadsheets,andandcriticalcriticaldocumentationdocumentationininprivateprivatedrivesdrivesallallmovemoveintointothethebackbonebackbonesosothethecompanycompanyisisactuallyactuallyrunningrunningonononeonearchitecturearchitectureinsteadinsteadofofmany.many.
OnlyOnlythenthendoesdoesthethethirdthirdstepstepmakemakesense:sense:makemakeAIAIgenuinelygenuinelyuseful,useful,notnotdecorative.decorative.AAlanguagelanguagemodelmodelthatthatcancanansweranswerquestionsquestionsaboutaboutyouryourformulationsformulationsisisonlyonlyasasgoodgoodasasthethedatadataititcancanaccessaccessandandthetheworkflowsworkflowsititsitssitsinside.inside.IfIfthatthatdatadataisisfragmentedfragmentedacrossacrosssixsixsystems,systems,thetheAIAIinheritsinheritsthethefragmentation.fragmentation.AnAnAI-nativeAI-nativeplatformplatformisisoneonewherewherethethedatadatamodelmodelandandworkflowworkflowmodelmodelwereweredesigneddesignedfromfromthethegroundgroundupuptotosupportsupportthethekindkindofofreasoningreasoningthatthatAIAIenables:enables:cross-referencingcross-referencingingredientingredientpropertiespropertiesagainstagainstregulatoryregulatoryrequirementsrequirementsininmultiplemultiplejurisdictionsjurisdictionssimultaneously,simultaneously,monitoringmonitoringportfolioportfoliocompliancecomplianceacrossacrosseveryeverymarketmarketcontinuouslycontinuouslyratherratherthanthanduringduringperiodicperiodicreviewreviewcycles,cycles,anticipatinganticipatingdocumentationdocumentationrequirementsrequirementsbeforebeforetheytheybecomebecomeurgent,urgent,andandcoordinatingcoordinatingrealrealworkworkacrossacrossteamsteamswithoutwithoutleavingleavingthethesystem.system.
WorldoverWorldoverisisthatthatplatformplatformforforcosmeticscosmeticsandandchemicals.chemicals.ItItisisnotnotanotheranotherERP.ERP.ItItisisthetheoperatingoperatingbackbonebackbonethatthatreplacesreplacesfragmentation,fragmentation,holdsholdsthethetruthtruthofofthethebusinessbusinessininoneoneplace,place,bringsbringscriticalcriticalworkworkinsideinsidethethesystem,system,andandgivesgivesAIAIaacoherentcoherentenvironmentenvironmenttotorunrunacrossacrossthethewholewholeoperationoperationforformanufacturers,manufacturers,ingredientingredientproviders,providers,brands,brands,andanddistributors.distributors.
WhatWhatthisthislookslookslikelikeacrossacrossthethefourfourverticals:verticals:inincosmetics,cosmetics,aasystemsystemthatthathashasalreadyalreadyidentifiedidentifiedeveryeverySKUSKUaffectedaffectedbybyaaregulatoryregulatorychangechangeandandsurfacedsurfacedaadraftdraftimpactimpactassessmentassessmentbeforebeforethethequalityqualityteamteamhashasopenedopenedtheirtheiremail,email,withwiththethereformulation,reformulation,documentation,documentation,andandapprovalsapprovalsallallhappeninghappeninginsideinsidethetheplatform.platform.InInspecialtyspecialtychemicals,chemicals,aasystemsystemthatthatflagsflagsSVHCSVHCcandidatecandidatelistlistupdatesupdatesagainstagainstthetheliveliveproductproductcataloguecatalogueandandgeneratesgeneratesthethedownstreamdownstreamcustomercustomernotificationnotificationworkflowworkflowautomatically,automatically,withoutwithoutanyoneanyoneneedingneedingtotoreconcilereconcilespreadsheetsspreadsheetsagainstagainstERPERPrecords.records.InInfood,food,aasystemsystemwherewhereFSMAFSMA204204CriticalCriticalTrackingTrackingEventsEventsareareloggedloggedcontinuouslycontinuouslyatatthetheingredientingredientlevellevelasasaastandardstandardoperationaloperationaloutput,output,notnotassembledassembledretrospectivelyretrospectivelybeforebeforeananaudit,audit,becausebecauseeveryeverystepstepininthethesupplysupplychainchainrunsrunsthroughthroughthethesamesamebackbone.backbone.InInnutraceuticals,nutraceuticals,aasystemsystemwherewherethetheidentityidentitytestingtestingdocumentation,documentation,certificatescertificatesofofanalysis,analysis,andandlabellabelclaimclaimreviewreviewforforaareformulationreformulationarearedrawndrawnfromfromaasinglesinglelivelivedatadataenvironmentenvironmentratherratherthanthanassembledassembledmanuallymanuallyfromfromfourfourseparateseparatesystems.systems.
ThisThisisisnotnotautomationautomationforforitsitsownownsake.sake.ItItisisthetheremovalremovalofofthetheadministrativeadministrativeoverheadoverheadthatthatcurrentlycurrentlyconsumesconsumesthetheworkingworkingtimetimeofofsomesomeofofthethemostmostoperationallyoperationallycriticalcriticalpeoplepeopleininthesethesebusinesses:businesses:qualityqualitymanagers,managers,regulatoryregulatoryaffairsaffairsleads,leads,productionproductionplanners,planners,andandoperationsoperationsdirectors.directors.TheTheproductivityproductivitygainsgainsarearereal,real,butbutthethemoremoresignificantsignificantchangechangeisisstructural.structural.WhenWhencompliancecomplianceandanddocumentationdocumentationworkworkisishappeninghappeningcontinuouslycontinuouslyandandautonomouslyautonomouslyinsideinsideoneoneoperatingoperatingsystem,system,andandwhenwhennonoimportantimportantworkworkhappenshappensoutsideoutsideit,it,thosethosepeoplepeoplecancanshiftshifttheirtheirattentionattentiontotothethedecisionsdecisionsthatthatactuallyactuallyrequirerequirehumanhumanjudgment.judgment.
04 · In practice
What this looks like in practice
Iconic London, one of the UK's fastest-growing prestige beauty brands, uses Worldover to manage SKU compliance across multiple international markets. The complexity of a brand at that growth stage, with new markets opening, formulations evolving, and regulatory landscapes shifting, makes manual compliance management not just inefficient but genuinely risky. The operating backbone monitors every SKU across all relevant markets continuously, surfaces issues before they become launch blockers or regulatory incidents, and keeps the work inside the system rather than scattered across tools.
Presperse, a specialty ingredient supplier and distributor serving the personal care and cosmetics industry, represents the supply chain side of the same value. For an ingredient supplier, the backbone provides visibility into how their ingredients are being used downstream, which customers are exposed to which regulatory changes, and the ability to be a more informed commercial partner to the brands and manufacturers they serve, without relying on individual people as manual connectors between systems.
TheTheoperationaloperationalscenarioscenariothatthatunifiesunifiesallallfourfourverticalsverticalsisiscontinuouscontinuouscompliancecompliancemonitoringmonitoringonontoptopofofoneonearchitecture.architecture.ItItisisnotnotaaperiodicperiodicauditauditbutbutaastandingstandingoperationaloperationalcapabilitycapabilitythatthatrunsrunsregardlessregardlessofofwhetherwhetheranyoneanyoneisisactivelyactivelychecking.checking.WhenWhenaamarket-specificmarket-specificregulatoryregulatorylimitlimitchanges,changes,thetheplatformplatformknows.knows.WhenWhenaanewnewmarketmarketisisaddedaddedtotoaaproduct'sproduct'sdistributiondistributionfootprint,footprint,thethecompliancecompliancerequirementsrequirementsforforthatthatmarketmarketareareappliedappliedautomatically.automatically.TheThesamesamebackbonebackbonethatthathandleshandlesCPNPCPNPnotificationsnotificationsforforaacosmeticscosmeticsbrandbrandhandleshandlesSDSSDSmanagementmanagementforforaachemicalchemicaldistributor,distributor,FSMAFSMAtraceabilitytraceabilityforforaafoodfoodmanufacturer,manufacturer,andandcGMPcGMPdocumentationdocumentationforforaanutraceuticalnutraceuticalCM,CM,becausebecausethetheunderlyingunderlyingdatadatamodel,model,ingredient-level,ingredient-level,formulation-level,formulation-level,andandmarket-level,market-level,isisthethesamesameacrossacrossallallfourfourandandliveslivesininoneoneplace.place.
TheThebroaderbroadervalue,value,whichwhichbecomesbecomesvisiblevisibleatatscale,scale,isisthethedatadataandandworkflowworkflownetworknetworkeffect.effect.WhenWhenaaplatformplatformholdsholdsingredientingredientdata,data,formulationformulationdata,data,regulatoryregulatorydata,data,andandoperationaloperationaldatadataforforbrands,brands,manufacturers,manufacturers,ingredientingredientsuppliers,suppliers,andanddistributorsdistributorssimultaneously,simultaneously,allallfourfourcustomercustomertypestypesthatthatmakemakeupupaasubstance-basedsubstance-basedsupplysupplychain,chain,andandwhenwhentheirtheirworkworkactuallyactuallyhappenshappensinsideinsidethatthatplatform,platform,thetheintelligenceintelligenceavailableavailabletotoeacheachparticipantparticipantisissubstantiallysubstantiallyricherricherthanthananythinganythingtheytheycouldcouldgenerategeneratewithinwithinaasingle-companysingle-companysystem.system.AAfoodfoodbrandbrandbenefitsbenefitsfromfromformulationformulationintelligenceintelligenceinformedinformedbybythethemanufacturingmanufacturingrealitiesrealitiesofofitsitsco-packers.co-packers.AAchemicalchemicaldistributordistributorbenefitsbenefitsfromfromdownstreamdownstreamregulatoryregulatoryexposureexposuredatadataititwouldwouldotherwiseotherwisehavehavetotobuildbuildmanually.manually.AnAningredientingredientsuppliersupplierservingservingallallfourfourverticalsverticalsbenefitsbenefitsfromfrommarketmarketintelligenceintelligencethatthatnonenoneofoftheirtheircompetitors,competitors,operatingoperatingininnarrowernarrowersystems,systems,cancanaccess.access.
05 · The direction
Where this industry is heading
TheTheregulatoryregulatoryenvironmentenvironmentforforsubstance-basedsubstance-basedindustriesindustriesisistighteningtighteningsimultaneouslysimultaneouslyacrossacrossallallfourfourverticalsverticalsandandmultiplemultiplejurisdictions.jurisdictions.TheTheEU'sEU'sPackagingPackagingandandPackagingPackagingWasteWasteRegulationRegulationisisaddingaddinglabellinglabellingandandrecyclabilityrecyclabilityrequirementsrequirementsthatthataffectaffecteveryeverybrandbrandandandmanufacturermanufactureroperatingoperatingininEurope.Europe.REACHREACHisisundergoingundergoingaarollingrollingseriesseriesofofrestrictionrestrictionupdatesupdatesthatthataffectaffectspecialtyspecialtychemicalschemicalsand,and,bybyextension,extension,thetheformulationsformulationsacrossacrosscosmetics,cosmetics,foodfoodprocessing,processing,andandnutraceuticalsnutraceuticalsthatthatdependdependononthem.them.InInthetheUnitedUnitedStates,States,thetheModernizationModernizationofofCosmeticsCosmeticsRegulationRegulationActActhashasintroducedintroducedfacilityfacilityregistrationregistrationandandadverseadverseeventeventreportingreportingrequirementsrequirementsthatthatmanymanybrandsbrandssellingsellingintointothetheUSUSmarketmarkethavehavenotnotyetyetfullyfullyoperationalised,operationalised,andandFSMAFSMA204204isismovingmovingfromfromguidanceguidancetotoenforcementenforcementforforfoodfoodmanufacturers.manufacturers.TheThedirectiondirectionofoftraveltravelacrossacrossallallfourfourverticalsverticalsisismoremoredocumentation,documentation,moremoremarket-specificmarket-specificcompliancecomplianceobligations,obligations,andandmoremoretraceabilitytraceabilityrequirementsrequirementsatatthetheingredientingredientlevel.level.AllAllofofthisthiscompoundscompoundsthethecostcostofoffragmentation.fragmentation.
AtAtthethesamesametime,time,thethelegacylegacyERPERPlandscapelandscapeisisconsolidatingconsolidatingrapidly.rapidly.TheTheacquisitionsacquisitionsofofECIECIandandDeacom,Deacom,thetheintegrationintegrationofofTraceGainsTraceGainsintointoVeralto,Veralto,andandthethePE-backedPE-backedroll-uproll-upstrategiesstrategiesacrossacrossthetheprocessprocessmanufacturingmanufacturingERPERPsectorsectorareareexamplesexamplesofofaabroaderbroaderpattern.pattern.TheTheestablishedestablishedplayersplayersarearebuyingbuyingtheirtheirwaywaytowardtowardcapabilitycapabilityratherratherthanthanbuildingbuildingit.it.ThisThisisistypicallytypicallyhowhowananindustryindustrylookslooksjustjustbeforebeforethethearchitecturearchitecturegenerationgenerationchangeschangesentirely.entirely.Bolt-onBolt-onacquisitionsacquisitionsaccelerateacceleratenear-termnear-termrevenue.revenue.TheyTheydodonotnotresolveresolvethetheunderlyingunderlyingarchitecturalarchitecturaldebt.debt.TheyTheydodonotnotendendfragmentation.fragmentation.TheyTheyaddaddtotoit.it.
TheThebusinessesbusinessesthatthatwillwillbebebestbestpositionedpositionedininthisthisenvironmentenvironmentarearethosethosethatthathavehavemovedmovedtotoananAI-nativeAI-nativeoperatingoperatingplatformplatformbeforebeforethetheregulatoryregulatoryandandcompliancecomplianceoverheadoverheadbecomesbecomesunmanageableunmanageableononlegacylegacystacks.stacks.TheThewindowwindowforforthatthattransitiontransitionisisopenopennow.now.TheThecostcostofofdelaydelayisisnotnotjustjustoperationaloperationalinefficiency.inefficiency.ItItisisthethegrowinggrowingdivergencedivergencebetweenbetweenthethepacepaceatatwhichwhichthetheregulatoryregulatoryenvironmentenvironmentisismovingmovingandandthethepacepaceatatwhichwhichfragmentedfragmentedsystemssystemscancanbebeupdatedupdatedtotokeepkeepupupwithwithit,it,andandthethegrowinggrowinggapgapbetweenbetweenAIAIclaimsclaimsandandAIAIthatthatisisactuallyactuallyusefulusefulinsideinsidethetheoperation.operation.
TheThequestionquestionforforanyanyoperationsoperationsdirector,director,qualityqualitylead,lead,ororheadheadofofITITevaluatingevaluatingtheirtheirtechnologytechnologystackstackisisnotnotwhetherwhetherAIAIwillwillchangechangehowhowthisthisindustryindustryisisrun.run.ItItwill.will.TheThequestionquestionisiswhetherwhetheryouyouarearereadyreadytotoendendfragmentationfragmentationandandrunrunthethebusinessbusinessononthetheoperatingoperatingsystemsystemthatthatwaswasdesigneddesignedforforit.it.
