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Generative AI Examples: How These Companies are Shaping the Next Tech Revolution
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How UiPath Is Building the Enterprise Backbone for Agentic AI
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Unlock Excel’s Hidden Power: The Rise of Excel AI Tools
Founder & CEO
Pulse Marketing Group
The Architect Behind the Operating System That Live Entertainment Never Knew It Needed
Dear Readers,
Thereisadistinct,electricshiftintheairrightbeforeashowbegins.Inthatfleetingmoment, thousandsofstrangersalign,heartsracingtotheexactsamerhythm.Thisistheundeniable magicofliveentertainment.Itisaspacewhereaudiencesareentirelypresentandemotionally wideopen.Forvisionariesinourspace,theseeventsarefarmorethanjustconcerts.Theyare brilliantbrandingstrategieswheredreamsaretailoredintostunningrealities.Tocelebratethe mindsreshapinghowaudiencesandbrandsconnect,wepresent“TheMostTrailblazingLive Entertainment&MusicMarketingLeaders.”Thisissuehighlightsthepioneerswho understandthatthebestcampaignsdonotinterruptaculturalexperiencebutbecomeanatural, celebratedpartofit.
Leadingthischargeisourcoverfeature,MitchStrong,theFounderandCEOofPulse MarketingGroup.Yearsago,Mitchrecognizedaglaringdisconnect.Whileliveeventsfoster unparalleledhumanconnection,thecommercialinfrastructuresurroundingthemwasdeeply fracturedandinefficient.Brandsfacedisolatedagencies,staticrightspackages,andatotallack ofclearaccountability.Refusingtoacceptabrokensystem,helaunchedPulsein2022toserve asasingle,unifiedpartner.Throughhisproprietaryintelligencetechnology,Songbird,Mitch transformedahistoricallydisjointedprocessintoatransparent,scalable,andhighlymeasurable modernmarketingchannel.Bystartingwiththeaudienceinsteadofthebrand,hehasproven thatliveentertainmentisneveradiscretionaryluxury.Itisadeeplystrategic,high-performing assetthatdeliversmillionsofimpressions,authenticbrandlove,andunmatchedaudience advocacy
AlongsideMitch,weareabsolutelythrilledtospotlightfourotherexceptionalvisionarieswho areactivelyshapingthisgloballandscape.ThisphenomenalgroupincludesChristine Osazuwa,FounderandCEOofMeasureofMusic;NabilTaufik,HeadofMarketingand ArtisticDevelopmentatNagaswaraMusic;AayushmanSinha,FounderandCEOof REPRESENT;andTheréseSundlingLarsson,SeniorVicePresidentandHeadofMediaat LiveNationEMEA.
Together,theseremarkableinnovatorsarerewritingtherulesofmodernengagement.They provethatwhenyoulistencloselytotheheartbeatofacrowd,youcanbuildlasting,profitable connectionsthatecholongafterthestagesaredismantledandthefinalnotefadesintothenight.
Sincerely,
SIMRAN KHAN Managing Editor
Editor-in-Chief
Archana Ghule Publisher Vikram Suryawanshi
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Simran Khan
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Therése Sundling Larsson 48. Articles
22. Generative AI Examples: How These Companies are Shaping the Next Tech Revolution
34. How UiPath Is Building the Enterprise Backbone for Agentic AI
42. Unlock Excel’s Hidden Power: The Rise of Excel AI Tools
The Architect Behind the Operating System That Live Entertainment Never Knew It Needed
Thereisaparticularqualityofattentionthat
onlyliveentertainmentseemstoproduce. Thecrowdthickensasshowtime approaches.Theairchanges.Andsomewhere betweenthesoundandthelightandthecollective willingnessofthousandsofstrangerstofeelthesame thingatthesametime,peopleopenupinawaythat almostnootherenvironmentcanreplicate.Theyare present.Theyareemotionallyavailable.Theyare,in thevocabularyofmodernmarketing,preciselythe audiencethateverybrandintheworldwantsto reach.
MitchStrongnoticedthisyearsago.Buthealso noticedsomethingthatsatalongsidethatobservation likeanuninvitedguest:theindustrybuiltaroundthat extraordinaryhumanmomentwas,commercially speaking,deeplyfractured.
StrongistheFounderandCEOof PulseMarketingGroup,aLondon-basedagencyhe foundedin2022.Heismeasured,warm,andcarries theparticularconvictionofsomeonewhohas watchedaproblemgounsolvedforlongenoughthat buildingthesolutionbeginstofeellesslikeachoice andmorelikeanobligation.Hisentireprofessional lifehasbeenspentinmarketing,leadingcommercial teamsandbuildingbrandpartnerships,working agency-sideasaCommercialDirector,developing anddeliveringaward-winningpartnershipstrategies forsomeoftheworld’smostrecognisedbrands.
Theworkwassophisticated.Theresultswere measurable.Andthroughoutallofit,hisheartwas elsewhere.
“My personal passion has always been live entertainment,” Mitchsays. “Festivals, music, culture. That’s where audiences are most engaged, most emotionally connected, and most open to brand interaction when it’s done well. That’s also where I’ve had the most fun.”
Whatheobserved,standingattheintersectionofhis professionalexpertiseandhispersonalpassion,wasa gapofstrikingproportions.Ononeside,modern marketinghasevolvedrapidlyintoaworldofcontent strategy,socialplatforms,performancemetrics,and measurable,accountableoutcomes.
Ontheotherhand,theliveentertainmentsponsorship modelhadbarelystirred.Itwasstillrunningonstatic rightspackages,logoplacements,anddeal-making spreadacrossmultipledisconnectedpartieswho operatedlargelyinisolationfromoneanother.
“Despite being one of the most powerful environments for brand engagement,” Mitchreflects, “it wasn’t operating like a modern marketing channel.”
Brandswerestrugglingtoextractrealvaluefromlive environments.Rightsholderswereunderutilisingthe platformstheyowned.Advertiserswerespending enormousenergypiecingsolutionstogetheracross multipleagencies,withnounifiedthreadholdingany ofitinplace.Theindustrywaspowerfulintheoryand inefficientinpractice.
Thatgap,asMitchwouldlaterdescribeit,became impossibletoignore.Andso,in2022,hestopped ignoringit.
Pulsewasbuilttosolveasingle,clearlydefined problem: fragmentation. Theliveentertainment industry,foralltheemotionalandculturalweightit carries,wascompletelydisjointed.Abrandwantingto activateinthisspacehadtonavigatemultiple festivals,multipleagencies,multipleproduction partners,andmultiplemediachannels,allseparately, allwithoutaunifyinghandonthewheel.
“It’s inefficient, expensive, and almost impossible to scale properly,” Mitchsays.
ThesolutionhecreatedwasPulse:asingle,unified partnerforbrands,capableofhandlingeverything fromstrategyandsponsorshipthroughtocreative videoproduction,experientialactivations,media planning,anddeliveryatscale.Oneentrypointinto anentirelandscape.Themission,statedplainly,is “to make live entertainment work like a modern marketing channel. Not a one-off activation. Not a vanity spend. A scalable, measurable, high-performing channel.”
Crucially,Pulsewasdesignedtobeindependentby design.Nottiedtoanyspecificnetwork,inventory,or pre-packagedsolution.Thismattersconsiderably
AsMitchobserves,mostrightsholdersarestructurally setuptoselltheirownassets,withcommercialteams incentivisedtomovetheirownportfolioregardlessof whetherittrulyservesthebrandinquestion.
“Instead of objective guidance, brands are often being sold what’s available or what ‘needs’to be sold, rather than what will deliver the best outcome,” hesays. Pulsewasbuiltpreciselytobethealternativetothat model.
Pulseoperatesacrossfivecoreareas,eachdesignedto addressaspecificfailurepointinthetraditional industrystructure.
StrategyandDiscoverysitatthefoundation,powered bySongbird,Pulse’sproprietaryintelligence technology.Ratherthanrelyingonrelationshipsor instinct,Songbirdmapsthegloballiveentertainment ecosystemandenablesbrandstoinputastructured briefcoveringobjectives,audience,targetmarkets,and budget,instantlysurfacingthemoststrategicallyand commerciallyalignedopportunities.
SponsorshipandRightsManagementprovides centralisedaccesstoPulse’sglobalnetworkspanning hundredsoffestivals,venues,andliveexperiences, includingmajorfestivals,independentevents,grassroots venues,andemergingculturalspaces.Whatwould otherwiserequiremultipledisjointednegotiationsis streamlinedintoasingle,cohesiveapproach.
CreativeandProductiondevelopscontent-ledideas designedtolivebothon-siteandacrossdigitalplatforms, withafocusonproducingworkthataudiencesactively engagewithratherthanpassivelyignore.
ExperientialandBrandActivationshandlesthe physicaldimensionofacampaign,designingand deliveringbrandexperiencesbuilttofeelentirelynative totheliveenvironment,frominitialconceptthroughto fullexecutionontheground.
MediaandAmplificationextendscampaignswell beyondtheeventitself,deliveringprecisedigitalmedia strategy,targeteddistribution,anddetailedreporting acrossthePulsenetwork,transformingwhatwasoncea singlelivemomentintoanongoing,scalable mediachannel.
“
Balance through structure. Be present at home, work hard when it’s time to work, and make space for the people around you. That’s what keeps everything moving.
Butthecomponentthatunderpinsallofthis,andwhere Mitchbelievestherealdifferentiationlives,is Songbird.Inexecution,itfunctionsasthecentralised platformwhereanentirepartnershipresides,bringing togetherrights,costs,creativedesigns,contentplans, eventmapping,andmediaoutputsintoonetransparent system.Itcreatesalevelofvisibilityandcontrolthat simplyhasn’texistedinthiscategorybefore.
“Instead of managing multiple trackers, suppliers, and conversations, brands have a single view of everything,” “What they’re investing Mitchexplains. in, how it works, and what it delivers.”
Thatcombinationofintelligenceanddelivery, discoveryandexecutionhousedinasingleplatform,is whattransformsatraditionallycomplexanddisjointed processintosomethingstructured,transparent,and commerciallyaccountable.
AskMitchwhatseparatesapartnershipthatgenuinely worksfromonethatislittlemorethanalogoona banner,andhisanswerarriveswithouthesitation.
“You have to start with the audience, not the brand,” hesays.
Itsoundsself-evident.Inpractice,itcutssharply againstthewaymostsponsorshipdealsareassembled. Brandsarrivewithamessagetheywanttodeliver,and thenattempttofindaspaceinwhichtodeliverit, regardlessofwhetherthatspacebelongstothem culturallyorexperientially Theresultisthekindof activationthatfestivalcrowdswalkpast withoutregistering.
Mitchtestseverypartnershipagainstthreeclear questions:Doesthebrandmakesenseinthatspace? Doesitaddgenuinevaluetotheaudienceexperience? Wouldpeopleengagewithitevenifitwerenot branded? “If the answer to those isn’t yes, it needs rethinking.”
Thebestpartnerships,inhisview,donotinterruptthe experience.Theybecomepartofit.Andtheydonot endwhentheeventdoes.Therealvalueliesinthe content,thestorytelling,andtheamplificationthat audiencescontinuetoencounterandengagewithlong afterthestageshavebeendismantled.
“The best partnerships today are hybrid models,” Mitchnotes, “part sponsorship, part media engine, part content platform.”
Pulsewasfoundedin2022andbuiltwithouta singlepoundofexternalinvestment.Completely bootstrapped,itgrewfromzerotoa multi-million-poundbusinessinjustovertwoyears.
Lastyear,thecompanyscaled7xyear-on-year
Thisyear,Pulsehasalreadymatchedthatfull revenuefigureatthemidpointofthefinancialyear alone.
Thesearenotmodestnumbersforayoungagencyin acategorythatthebroadermarketingworldhas historicallytreatedasperipheral.
ButthefiguresMitchreachesformostreadilyarenot hisown.Theybelongtothebrandsheworkswith.In 2025alone,Pulsedeliveredover100million impressionsforbrandsacrossitscampaigns.Across experientialactivations,itachievedover90%in purchaseintent,advocacy,andbrandlove.On brandedcontent,engagementratescameinatupto 8xhigherthanindustrybenchmarks.
Thoseresultshavedonesomethingthatpitchdecks andpersuasiveconversationsrarelyachieveontheir own:theyhavechangedhowpeoplethink.
“Partners who initially approached live entertainment as a one-off activation are now coming to us to treat it as a core part of their marketing strategy,” Mitchsays. “Integrated, measurable, and commercially accountable.”
BrandswherePulsehasalreadydemonstratedthe effectivenessofitsmodelincludeNivea,Lululemon, andHeineken.Lookinginto2026,theroster continuestogrow,withglobalpartnersincluding L’Oréal,FIAT,COTY,CalvinKlein,Capri-Sun,and Henkelnowcomingonboard.
“That change in perception,” Mitchsays, “is the real milestone. The growth simply reflects it.”
Thelong-termvisionisclearandunambiguous:to becometheoperatingsystemforlive entertainmentmarketing.
Notsimplytoservecampaigns,buttoreshapethe infrastructureofhowtheentireindustryoperates.
NotaLuxury.AStrategicChannel.
OneofthemostpersistentnarrativesMitch encountersistheideathatliveentertainmentisa discretionarybudgetitem.Somethingbrandsinvest induringthegoodyearsandquietlyremovewhen prioritiestighten.Heunderstandstheoriginofthat perception.
Historically,liveentertainmentsponsorshiphas lackedthemeasurementinfrastructurethatwould makeitdefensibleinaperformance-driven marketingenvironment.Itwaspositionedas brand-buildingratherthanperformance-driving. Atmosphericratherthanaccountable.Andwithout accountability,itwasalwaysgoingtobe vulnerable.
Pulse’sapproachisadirectchallengetothat framing.Bystructuringpartnershipswithdefined mediaoutputs,trackingperformanceacrossreach, engagement,andbrandimpact,andembeddinglive entertainmentwithinthewidermarketing ecosystemratherthantreatingitasastandalone event,thechannelbecomessomethingcategorically different.
“When you can show that a festival partnership can deliver millions of impressions, high engagement, and real audience connection,” Mitchsays, “it stops being a luxury. It becomes a strategic channel.”
Thecomparisonhedrawsisdeliberateandpointed. Whenmeasuredandexecutedproperly,live entertainmentiscapableofdeliveringscaled attention,meaningfulengagement,and commerciallyaccountableoutcomesthatsitonpar with,andoftenoutperform,moretraditionaldigital andsocialinvestments.
TheManBehindtheMission
Itwouldbeeasy,readingallofthis,topicture MitchStrongassomeoneentirelyconsumedbythe architectureofhisindustry Thesystems,the technology,thecommerciallogic.Andtheevidence suggestsheisveryseriousaboutallofit.
Butheisalso,andperhapsmoreimportantly,someone whogoeshome.
“My family comes first,” hesays,withasimplicitythat feelsentirelygenuine.Hiswifeandhistwoboyssetthe structureofhisdays.Heispresentinthemornings.He isthereattheendofthedaytohelpgetthemtobed. “That time is non-negotiable.”
Hespeakswithequalwarmthabouthisclosegroupof friendsandtheimportanceofstayingsocially connected.Thesearenotafterthoughts.Theyarethe thingsheprotectsdeliberately.
Whatmakesthisbalancesustainable,hesuggests,is partlystructuralandpartlysomethingharderto articulate. “I’ve built a business in a space I genuinely love. We’re creating new things every day, working on exciting ideas, building world-first campaigns, and doing it with a team that has a great culture. It doesn’t feel like a burden.”
Hisphilosophy,statedsimply,isthis: “Balance through structure. Be present at home, show up for people you love, work hard when it’s time to work, and make space for the people around you.”
Hisclosingmessagetoanyonenavigatingtheirown industry,whetherinliveentertainmentoranywhere else,isasdirectasthemanhimself.
“Don’t accept broken systems. The reason Pulse exists is that we challenged the way things were done. Every industry has inefficiencies. Most people work around them. The opportunity is in fixing them.”
That,intheend,iswhatPulseis.Notsimplyan agency.Notonlyatechnologyplatform.Itisthe deliberate,consideredproductofsomeonewholooked ataspaceheloved,sawpreciselywhatwaswrongwith it,anddecidedthatthemostcommerciallyintelligent thinghecoulddowasalsothemostpersonally meaningful.
Theheartbeatofliveentertainment,itturnsout,simply neededsomeonewillingtolistentoitproperly.
Everymeaningfulentrepreneurialstory beginswithaquestion,usuallyaquestion themarkethasnotfullyanswered,and sometimesaquestionthemarkethasnotyetthought toask.AayushmanSinha’squestionwas deceptivelysimpleandgenuinelyconsequential: What would it look like to build pop culture in India deliberately, strategically, and with the full force of entrepreneurial ambition behind it?
Theanswerhehasbeenconstructingthrough REPRESENTandBlackCabAgencyNetworkisstill unfolding.Butitsoutlinesarealreadyvisible,and theypointtowardagenerationofentrepreneurs operatingattheintersectionofmedia,entertainment, andculturalaccelerationinSouthAsia.
AayushmanistheFounderandCEOof REPRESENT,acompanywhosenamecarries withinitanentirephilosophyaboutvisibility, identity,andinfluence.Torepresentsomethingisto makeitvisible.Toinsistthatitbelongsinthe publicimagination.
REPRESENToperateswiththatconvictionatits center,focusedonbuildingandacceleratingpop culturewithinoneoftheworld’smostdynamicand rapidlyevolvingentertainmentmarkets.Heisalso Co-FounderofBlackCabAgencyNetwork,aventure thatextendshispresencewithintheIndianmedia andentertainmentecosystemandreflectsan understandingthatcultureisrarelybuiltthrougha singlecompanyalone.Itisbuiltthroughnetworks, collaborations,andconnectedsystemsofinfluence.
The decision to build two interconnected ventures reveals an entrepreneurial mindset focused not simply on participation but on infrastructure.
TounderstandwhatAayushmanisbuilding,ithelps tounderstandthescaleandcomplexityofthe environmentheisbuildingitwithin.
Indiaishometooneoftheworld’sfastest-evolving entertainmentlandscapes.Streamingplatforms continuetoexpand.Youngdigitalaudiencesare shapingtastesinrealtime.
Globalinfluencesmoveconstantlyalongsideregional languages,localtraditions,anddistinctlyIndiancultural identities.
Popculture,inthebroadestsense,becomestheshared vocabularyofageneration,thereferences,aesthetics,sounds, personalities,andstoriespeopleusetounderstandthemselves andcommunicatewiththeworldaroundthem.
InIndia,thatvocabularyisevolvingataremarkablespeed. AayushmanhaspositionedREPRESENTandBlackCab withinthatmovement,helpingshapehowartists,creators, brands,andaudiencesconnectwithoneanotherinsidea rapidlychangingculturalenvironment.
Buildingcompaniesinmediaandentertainmentrequiresa differentrelationshiptouncertaintythanoperatinginside establishedcorporatesystems.Itdemandstoleranceforrisk, comfortwithreinvention,andawillingnesstoinvestinideas longbeforetheircommercialoutcomesbecomeobvious.
Aayushmanhasembracedthosedemandsasdefiningpartsof hisprofessionalidentityratherthanobstaclestonavigate around.MediaandentertainmententrepreneurshipinIndia alsorequiresanunderstandingofhowlocalandglobal dynamicsconstantlyinteract,howcontenttravelsacross linguisticandculturalboundaries,andhowregionalmoments canevolveintonationaloreveninternationalconversations.
ThesearethetranslationchallengesthatREPRESENTand BlackCabcontinuetoengagewith.
Thephrase “accelerating pop culture” cansoundabstract untilthepracticalrealitiesbehinditbecomevisible.In practice,theworkinvolvesidentifyingartists,ideas, aesthetics,andformatswithgenuineculturalpotentialand thenbuildingaroundthemstrategically:management structures,partnerships,audienceengagement,media visibility,andbrandalignment.
Itrequiresunderstandingwhereaudiencesaremovingbefore theyfullyarrivethereandrecognizingculturalmomentum whileitisstillforming.Perhapsmostimportantly,itrequires believingthatpopculturedoesnotsimplyhappenonitsown. Itisshapedthroughdecisions,investments,collaborations, andlong-termvision.
WhatAayushmanSinhaisbuildingmatters beyondthecommercialsuccessofany singleventure.“Pop culture is not a trivial thing.”
Itisoneofthewayssocietiesconstruct identity,expressaspiration,andtellstories aboutthemselves.Bychoosingtobuild businessesaroundthatidea,andbyframing theworkexplicitlyaroundbuildingpop cultureinIndia,Aayushmanismakinga largerstatementaboutwhathebelieves deservesseriousattentionand entrepreneurialcommitment.
Heisbettingthatcultureitselfisworth building.Andinoneoftheworld’smost energeticandrapidlyevolvingcreative markets,thatbetcontinuestoshapethe storyofREPRESENT,BlackCab,andthe culturalecosystemgrowingaroundthem.
ArtificialIntelligenceisabuzzingwordinthe world.SeveralindustriesareimplementingAI partiallyorareinbetatesting.So,asan entrepreneur,youmustbesearchingforgenerativeAI examples,Right?
First,wehavetounderstanditsdepth.AIis transformingourworldandshowcasingglimpsesof ourbrightanddream-come-truefuturefromsci-fi movies.ThemostpopularAItoolsthatweoftenhear aboutareChatGPT,GoogleGemini,andBingCopilot.
AstheintegrationofthesegenerativeAIistakingplace acrossvarioussectors,letushavealookatspecific generativeAIexamples.
GenerativeAIExamplesAccordingtoSpecific Industries
GenerativeAIExamplesinHealthcare
1.DiagnosisandImaging
Paige.ai leverages generative AI for cancer pathology analysis.
Paigeisacompanythatusescutting-edgeAI technologiestorevolutionizepathology.Thismakes generativeAIaccessibletodoctors,enhancingtheir abilitytodiagnoseandtreatdiseases.
Movingon,Paigeisn’tjustaboutthepresent.It’s buildingthefutureofcancerdiagnosis.Byofferinga comprehensivedigitalpathologyplatformandrobust AIapplications,it’spavingthewayforadvancements inmedicalscience.
Now,let’sdelveintosomekeypoints.Paigeharnesses thepowerofAItousherinaneweraofcancer
discoveryandtreatment.Ithasdevelopedacloudbasedplatformthattransformstheworkflowof pathologists.Thisnotonlyincreasestheir productivitybutalsobooststheirdiagnostic confidence.
Inaddition,Paigehasjoinedforceswith Microsoft.Together,theyhavebuilttheworld’s largestimage-basedAImodels.Thesemodelsare specificallydesignedfordigitalpathologyand oncology.
Lastly,Paigehasmadeasignificantbreakthrough. IthasintroducedanewAI-BasedBiomarker ScreeningAdvancement.Thisinnovation drasticallyreducesdiagnosticturnaroundtimes.
Asaresult,itenablesdoctorstomakeprecision treatmentdecisionsmoreefficiently.
Insilico Medicine is utilizing generative AI to design and develop new drugs.
InsilicoMedicineisagloballyrecognizedbiotech company.Itleadsthewayinend-to-endgenerative AI-drivenbiotechnology.
ThemissionofInsilicoMedicineisnoteworthy.It aimstoextendhealthyproductivelongevity This isachievedbytransformingdrugdiscoveryand developmentwithgenerativeartificialintelligence.
KeypointsaboutInsilicoMedicine:
Thecompanyplaysasignificantroleinthe medicalfield.Itreducesthetimeandcostof deliveringlife-savingmedicationstopatients.
Theypossessauniquetool,thePharma.AI platform.Thisproprietaryplatformacceleratesdrug discoveryanddevelopment.Itspansacrossbiology, chemistry,andclinicaldevelopment.
Anotherremarkableplatformtheyhaveisin Clinico.Thisdata-drivenplatformforecastsasingle clinicaltrial’ssuccessprobability.
Lastly,anotablememberofInsilicoMedicine’s ScientificAdvisoryBoardisMichaelLevitt.He wontheNobelPrizeinChemistryin2013.His groundbreakingworkinproteinstructureand proteinfoldingusingcomputermodelingis commendable.
Navina’s AI assistant helps doctors by generating reports, summarizing patient data, and even drafting referral letters.
Navinaisacompanythatprovidesaclinician-first AIplatform.ThemissionofNavinaistostreamline patientcare.Itachievesthisbytransformingchaotic dataintoactionablepatientportraits.
KeypointsaboutNavina:
Navina’sproprietaryAIisagame-changer.It integratesdatafromEHRsandothersources.The AIsurfaceswhat’simportantandidentifiespotential qualityandriskgapsrequiringattention.
Furthermore,Navinaprovidesefficientpre-visit planning.Itensuresaccuratediagnosiscapture, improvedriskadjustmentaccuracy,andsuperior qualitycompliance.Thisreducestheburdenon physicians,makingtheirworkmoremanageable.
Navina’sAIenginemeetsriskadjustmentneeds.It streamlinespre-visitreviewswithAI-poweredHCC recommendations.Thissimplifiestheworkflowfor everyoneinvolved,makingitapracticalapplication ofgenerativeAI.
Lastly,Navinaoffersacompleteriskadjustment solution.Itcoverseverythingfrompre-visit planningtopoint-of-careassessment.Navina’sAIpoweredsolutionforcaregapmanagement streamlinesthequalityworkflow
Thisbenefitsbothqualityteamsandclinicians,showcasing thepowerofgenerativeAIexamplesinhealthcare.
Autodesk partnered with Airbus to utilize generative AI for designing future jetliners.
Airbus,theaircraftmanufacturer,isashiningexampleof generativeAIinaction.Ithasbeenusingadvanced technologieslikegenerativedesignand3Dprintingto transformairtravelintoadynamic,eco-friendly experience.
Movingon,Airbus’sInnovationManager,Bastian Schaefer,isattheforefrontofthistransformation.Heis workingtirelesslytomakejetlinersmoreefficientand comfortable.
AspartoftheteamthatdevelopedtheAirbusConcept Plane,Schaefer’sinsightsareshapingthefutureofair travel.Thisvisionofthejetlinerof2050willbemuch lighter,uselessfuel,andleaveasmallercarbonfootprint.
Thiscomplexvisionreliesoncutting-edgetechnology inspiredbynature:generativedesign.Schaeferbegan workingwithAutodeskResearch,usinggenerativedesign todevelopwhattheteamcalled “the bionic partition.”
Generativedesignisatechnologythatmimicsnature’s evolutionaryapproachtodesign.Itstartswithyourdesign goalsandthenexploresallpossiblepermutationsofa solutiontofindthebestoption.
ThisisoneofthemanygenerativeAIexamplesthatare revolutionizingindustries.
GE Predix is an AI platform used by GE Aviation for predictive maintenance in jet engines.
ThePredixPlatformbyGEDigital.ItservesasanIoT edge-to-cloudfoundationsharedbyGEDigital applications.
Movingon,thePredixPlatformismorethanjusta platform.It’sacloud-basedPlatform-as-a-Service(PaaS) specificallydesignedfortheindustrialinternet.
Furthermore,thePredixPlatformconnectsvariouselements. Itlinksmachines,data,people,andotherassets.Thisis achievedusingleadingtechnologiesfordistributed computing,big-dataanalytics,assetdatamanagement,and machine-to-machinecommunication.
Lastly,PredixEssentialsisthecommercialofferingofthe PredixPlatform.Itofferscustomersacompletepackageof thecorePredixPlatformservicesusedbyGEDigital applications.
ThisshowcasesthepracticalapplicationofgenerativeAI examplesinthemanufacturingindustry.
Generative Design technology by Siemens Software
GenerativeDesignTechnologybySiemensSoftwareenables designcollaborationwithartificialintelligencein engineering.
Movingon,generativedesignisauniquecapabilityofCAD generativeengineeringapplications.Itautonomously generatesanumberofdesignalternativesgivenasetnumber ofconstraints.Thiscanbedonewithoutanengineer’s guidanceorinteraction,freeingthemupforothertasks.
Oncecomplete,theengineerscanchoosewhichdesignsthey wanttoexploremorecompletely.GenerativedesigninCAD isaninnovativeapproach.Itinvolvesusingalgorithmsand AItogeneratemultipledesignoptionsbasedonspecified parametersandconstraints.
Furthermore,itallowsdesignersandengineerstoexplorea widerangeofpotentialsolutions.Theycanoptimizedesigns forvariousobjectivessuchasweightreduction,material efficiency,costminimization,andperformanceenhancement.
Generativedesignoftenproducescomplexgeometric shapesandstructures.Thesemaybedifficultto conceivemanuallybutareexcellentgenerativeAI examples.Thesedesignscanleveragethefull potentialofadvancedmanufacturingtechniquessuch asadditivemanufacturing(3Dprinting).
Lastly,generativedesigncanoptimizedesignsacross multipledisciplines.Thisincludesstructuralanalysis, fluiddynamics,thermalmanagement,and electromagneticsimulations.Itachievesoptimal performanceacrossvariouscriteria,showcasingthe powerofgenerativeAIinaction.
“Planet” provides the most current and complete agricultural insights across every region and season.
Planetcompanyspecializesin “Monitoring for Precision Agriculture.” Itprovideshigh-resolution, high-frequencysatellitesolutions.Thesesolutions offercriticalinsightsnecessaryforproductive, profitable,andsustainablefarming.
Movingon,Planetprovidesthemostcurrentand completeagriculturalinsights.Theseinsightsspan acrosseveryregionandseason.WithPlanet,growers canmeasurecrophealthfrompreseasontoharvest. Thisallowsthemtofarmmoreefficiently,profitably, andsustainably.
Furthermore,Planet’sdailystreamofhigh-resolution satelliteimageryisnoteworthy.Itenablesprecision agricultureatscale,eveninregionswithfrequent cloudcover.Providingacombinationofbroadarea coverage,field-leveldetail,frequentin-seasonrevisit rates,andrapidaccess,Planetprovidesvaluableinput ateachstageofcropmanagement.
Lastly,Planet’ssimplecloud-basedAPIsareworth mentioning.TheyallowPlanetdatatobeintegrated intoyoursoftwarepipelinewithease.Planet’shigh cadencemonitoringand3-5meterresolutionimagery allowyoutotrackagriculturalprocesseswithease.
Thisshowcasesthepracticalapplicationofgenerative AIexamplesintheagricultureindustry
Phytech uses generative AI to analyze historical data and weather patterns to predict outbreaks of crop diseases and pests.
Phytechisacompanythatconnectsgrowerstotheirplants, helpingthemmonitor,plan,automate,andmanagevarious aspectsoffarming.
Movingon,Phytech’stechnologyisbasedondirectdata fromyourtrees,fruits,soil,climate,andirrigationsystem. Thisallowsforamoreefficientandeffectivefarming process.
Furthermore,Phytechprovidesdirecthealthandwater demanddata.Thisallowstreestoindicatewhenandhow muchwatertheyneedtoproducehigh-qualityyields.It’sa practicalapplicationofgenerativeAIexamplesin agriculture.
Phytechoffersafullpictureofyourfarm’sneedsata glance.Thisincludesstressedblocks,irrigation performance,andPhytech’srecommendations.It’sa testamenttothepowerofgenerativeAIinaction.
Phytech’spressuresensorsplacedontheirrigationsystem monitoractualirrigationineachblock.Thisensuresoptimal waterusageandpromotessustainablefarmingpractices.
Inaddition,Phytechhelpsgrowersreachtheirdesiredfruit size.Ittracksthefruit’sgrowthagainstatrajectoryand controlsitssizebyapplyingirrigation.Atlast,Phytech offersongoingirrigationconsultancyandsupport.
9.AI-poweredChatbotsforPersonalizedLearning
Plantix uses generative AI to create chatbots that answer farmers’ questions about crop health, pest identification, and best practices.
Plantixisafreeappthatservesasaprimeexampleof generativeAIinaction.Ithelpsfarmersdiagnoseandtreat cropproblems,therebyimprovingproductivityand providingfarmingknowledge.
Movingforward,Plantixoffersauniquefeature.Farmers cantakeaphotooftheirsickcropandgetafreediagnosis andtreatmentsuggestionsinafewseconds.Thisshowcases thepracticalapplicationofgenerativeAIexamplesin agriculture.
Furthermore,Plantixhasacommunityofagriexperts.Theyprovideadviceandsharetheir experiences,contributingtoaknowledge-rich platform.
Theappalsoprovidesinformationonspecificcrop diseasesandpreventionmethods.Thisensuresa successfulharvest,demonstratingthepowerof generativeAIinaction.
Lastly,Plantixhasachievedasignificantmilestone. Asthemostdownloadedag-techappworldwide,it hasansweredmorethan100millioncrop-related questionsfromfarmers.Thisisatestamenttothe impactofgenerativeAIexamplesintheindustry
ALEKS creates individualized learning paths for students in math, chemistry, statistics, and accounting.
ALEKSisanadaptiveonlinelearningprogram.It caterstovarioussubjectslikemath,chemistry, statistics,andaccounting.
ALEKSenablesallstudentstohavethesame learningopportunity WithALEKS,studentsachieve masterymorethan90%ofthetime,showcasingthe effectivenessofgenerativeAIexamplesineducation.
Furthermore,ALEKSisaresearch-based,online learningprogram.ItofferscourseproductsforMath, Chemistry,Statistics,andmore.Rootedin20years ofresearchandanalytics,ALEKSprovidesadeep understandingofeachstudent’sknowledgeand learningprogress.
Constantlyadaptingtoupdateeachstudent’s knowledgestate,ALEKSguidesstudentsto preciselywhattheyarereadytolearnatalltimes. Thisensuresapersonalizedlearningexperiencefor everystudent.
Atlast,ALEKShelpsstudentsmastercoursetopics throughacontinuouscycleofmastery,knowledge retention,andpositivefeedback.Ithashelpedover 25,000,000studentsandcounting,demonstratingthe impactofgenerativeAIexamplesintheindustry
italki connects students with online language tutors.
italkiisalanguagelearningplatformconnecting studentswithcertifiedlanguagetutorsfromaroundthe world.
Itoffers1-on-1lessonsthatarecustomizableand trustedbymillionsofusers.Youcanlearnfrom certifiedteacherswhofityourbudgetandschedule, showcasingtheflexibilityofgenerativeAIexamples ineducation.
Furthermore,italkiprovidesaglobalcommunityof languagelearners.Thisfostersacollaborativelearning environmentandenhancesthelearningexperience.
Inaddition,italkioffersawiderangeoflanguage options.Youcanpickfromover150languages includingEnglish,Japanese,Spanish,Chinese, French,Italian,German,Portuguese,Korean,Arabic, andmore.
Lastly,italkioffersvariousresourcesforlearning beyondtheclassroom.Theseincludeassessments, podcasts,articles,topics,prompts,quizzes,andmore. Thiscomprehensiveapproachtolanguagelearning demonstratesthefar-reachingimpactofgenerativeAI examplesintheeducationalsector
Nearpod allows teachers to create interactive lessons that include quizzes, polls, and open-ended questions.
Nearpodisareal-timestudentengagementplatform thatstandsasoneoftheprimegenerativeAI examples.Itoffersinteractivelessons,videos, gamification,andactivities.
Movingon,Nearpodprovidesreal-timeinsightsinto studentunderstanding.Itdoesthisthroughinteractive lessons,videos,gamification,andactivities,allwithin asingleplatform.
Furthermore,Nearpodallowsteacherstovisualizeand supportstudentunderstanding.Itenablesthemto adaptinstructionoraddressmisconceptionson-the-fly, showcasingtheflexibilityofgenerativeAIexamples ineducation.
Teacherscanmakeanyslides-basedlessonsinteractive withNearpod.Theycangatherdataonstudent understandingbyaddingformativeassessments, simulations,anddynamicmedia.
Additionally,Nearpodoffersgamificationandactivities likeTimetoClimb,MatchingPairs,DrawIt,andNEW Drag&Drop.Thesefeaturesenhancethelearning experienceandmakeitmoreengaging.
Lastly,Nearpodisflexibleandcanbeusedinvarious environments,beitclassroom,distancelearning,or hybrid.Itintegrateswiththetoolsyou’realreadyusing, suchasPowerPoints,GoogleSlides,worksheets,videos, andotherresources.Thisshowcasesthepractical applicationofgenerativeAIexamplesintheeducational sector.
Anyword is an AI writing platform that uses natural language processing to generate and optimize marketing content.
Anywordisaversatiletoolthatstandsasaprimeexample ofgenerativeAIinadvertisingandmarketing.Itcanbe usedtocreateandoptimizecontentforwebsites,social media,email,andads.
Movingon,Anywordboastsarangeoffeatures.Itoffers customscoringmodelsthattrainAImodelsonbrandand performancedata.Thisensuresthecontentgeneratedisin linewiththebrandvoiceandislikelytoperformwell.
Furthermore,Anywordsupportscustomization.Itallows userstodefinekeywordstomaintainbrandvoiceand relevance.ThisshowcasestheflexibilityofgenerativeAI examplesincontentcreation.
Inaddition,Anywordcaterstoavarietyofcontenttypes. Itincludessocialmediadescriptions,headlines,andemail marketing.Italsoprovidestemplatesforvarious platforms,enhancingtheuserexperience.
Lastly,Anywordexcelsinadcopycreationand optimization.Itenhancesadcopycreationand optimizationforplatformslikeGoogleandFacebook. Thisdemonstratesthepracticalapplicationofgenerative AIexamplesinthemarketingsector
Anywordcanbeusedtocreateandoptimizealltypes ofmarketingcontent.Thisincludesgeneratingon-page contentandmetadescriptionsforwebsites,creating relevantadcopiespersonalizedtodifferentaudiences forads,andproducinghundredsofhigh-converting postideastailoredtoeachplatformforsocialmedia.
muse.ai is a next-gen ad-free video hosting platform that includes a powerful embedded video player and the most advanced video search.
Muse.aiisanAI-poweredplatformthatstandsasa primeexampleofgenerativeAI.Itusesmachine learningalgorithmstoanalyzevideocontentand extractmetadataandinsights.Thishelpsbusinesses store,share,andembedvideooraudiofilesona unifiedinterface.
Muse.aioffersseveraladvantages.Oneofthemis automatedvideotranscription.Itconvertsspeechinto text,allowinguserstosearchandnavigatethrough theirvideos.
Furthermore,Muse.aiprovidesanAIvideosearch feature.Userscanusethistofindabstractideaslike “mysteriousatmosphere”or“happymoment”.This showcasesthepowerofgenerativeAIexamplesin contentdiscovery
Inaddition,Muse.aioffersprivatestreaming.Userscan enjoyad-freeandprivatestreaming,enhancingtheuser experience.
Moreover,Muse.aiprovidesAI-assistedinsights.Users canusetheseinsightstogainadeeperunderstanding andcontextwithinvideocontent.
Inaddition,Muse.aioffersadvancedvideosearch. Yourvideosareautomaticallyanalyzedandlabeledby artificialintelligence.Youcansearchforanything: speech,people,text,objects,sounds,actions,and more.
Youcanswiftlyfindrelatedconceptsacrossa multitudeofvideos,surfacerelevantclips,discover unexpectedinsights,andzeroinontheresultswith fine-grainedfilters.Thisdemonstratesthepractical applicationofgenerativeAIexamplesinthe mediasector
RunwayML’s Video AI model allows users to generate videos on their phones using text.
RunwayMLisanAIresearchcompany.It’s shapingthenexteraofart,entertainment,and humancreativity.Itsmissionistobringthe creativepotentialofAItoeveryone.
RunwayMLprovidesasuiteoftoolsforcreative tasks.ThesetoolsareperfectgenerativeAI examples.TheyincludeGen-1andGen-2, amongothers.Gen-1isagenerativevideo-tovideotool.Gen-2isagenerativeimage-to-video ortext-to-videotool.
TheyalsoofferaMotionBrushandtoolsfor convertingtexttovideo,imagetovideo,videoto video,texttoimage,andimagetoimage.
RunwayStudiosisaplatformcreatedby RunwayML.It’sforanyonewithastorytotell. Theaimistoempowerandcelebratethenext generationofstorytellers.
TheCreativePartnersProgramexiststouplift andempowertoday’sleadingcreatives. Establishedin2023,theAIFilmFestivalisa celebrationoftheartandartistsembracingnew AItechniquesforfilmmaking.
RunwayMListrustedbytheworld’stop creatives.It’susedbycompaniesandcreatives worldwide.ItallowsuserstoleverageAIto elevatetheirvideoeditingcreations.Userscan producemoreadvancedcontent,including3D animations,effects,andmore.
ThesearethehandfulofgenerativeAIexamples wecuratedforourreaders.Butremember,the generativeAIecosystemiscontinuously evolving,andnewbusinessesareconsistently emerging.
Stayingupdatedwithindustrynewsandtrends canhelpyouidentifythemostsuitablesolutions foryourneeds.Wewillkeepbringingupsuch valuablecontentforyou.
Therearepeoplewhoarriveattheircallingthrough asinglerevelation,amomentofclaritythat rearrangeseverything.Andthentherearepeople likeChristineOsazuwa,whosecallingseemstohavebeen assembledgradually,piecebypiece,fromalifelivedatthe intersectionofmanyworldsatonce.
Sheisafirst-generationNigerianAmericanwhogrewupin Baltimore,goingtorockshows.ShenowlivesinLondon. ShefoundedacompanycalledMeasureofMusicand worksasamusicmarketing,strategy,anddataconsultant whoseworksitsattheintersectionofstorytelling,analytics, andculture.TotrytoplaceChristineinsideasingle categoryistomissthepointofherentirely.
Baltimoreisnotacitythatoftenappearsinthemythology ofmusicmarketing.ButforChristine,therockshowsshe attendedgrowingupwerenotsimplyentertainment.They wereeducated,andthat’swhereshefirstunderstood,ata levelthatprecededlanguage,whatitfeelslikewhenmusic connectswithacrowd,whenaperformancebecomes somethingshared,somethingthatliftsoffthegroundand becomeslargerthanthesumofitsparts.
Thatunderstanding,formedinBaltimorevenueslong beforeshehadaprofessionalvocabularytodescribeit, becamethefoundationofeverythingshewouldlaterbuild. Christinebelieves,withthecertaintyofsomeonewhohas testedthebeliefrepeatedly,that “not much on Earth rivals the experience of live music.”
Thisisnotmerelyamarketingposition.Itisa convictionthatrunsthroughherprofessional lifeandgivesherworkitsparticulargravity
WhenChristinefoundedMeasureofMusic, shewasestablishingapositiontheindustry hadnotfullyoccupied.Thecompany operatesattheconvergenceofmusic marketing,strategicthinking,anddata analysis,builtaroundapremiseChristine articulateswithunusualclarity:dataand numbersarenotsubstitutesforagoodstory andgenuinepassion,butstrongstorytelling shouldalsobesupportedbymeaningful insightsandmeasurableunderstanding.This isamoresophisticatedpositionthanitfirst appears.
Themusicindustryhasoftenswungbetween twoextremes:theromanticinstinctthat dismissedquantitativethinkingas incompatiblewithart,andtheobsessionwith metricsthatsometimesforgotwhymusic matteredinthefirstplace.Christineoccupies thefarmoredemandingmiddleground.
She understands that a pivot table can reveal things a feeling cannot, and she also understands that no pivot table has ever made someone cry at a concert.
Christineisapersonofexplicitconvictions,andshecarriesthemopenly.Shebelieves thatmarketingshouldbeusedforgood,astatementthatsoundssimpleandcontains, uponcloserexamination,agreatdealofethicalweight.
Shebelievesininvestinginemployeesasmuchascustomers,whichistosayshe believestheinternallifeofanorganizationmattersjustasmuchasitspublicimage. Shebelievesinneverstoppinglearningandneverstoppinglistening,twodisciplines thatsoundeasyuntiltheyaretestedbyanindustrythatrewardsspeedandcertainty.
Shebelievesthatbusinesscanbeanartandartcanbeabusiness.Shebelievesthat marketingandtechnologyarenotmutuallyexclusive.Shebelievesinspending moneyonexperiencesratherthanpossessions,aphilosophythatconnectsdirectlyto herconvictionabouttheirreplaceablevalueoflivemusic,andperhapsmost importantly,shebelievesinthepowerofintersectional,innovative,interdisciplinary thinking.
Christineherselfexistsattheintersectionofmultiplecultures,disciplines,and perspectives.Ratherthantreatingthoseintersectionsascontradictions,shetreatsthem asresources.
TheConsulting,TheBoards,TheShapeofInfluence
Christine’sworkextendsbeyondMeasureofMusicthroughconsultingandadvisory engagementsfocusedonmusicmarketingstrategyanddata.
Shealsocontributestobroaderindustryconversationsthroughboardand organizationalinvolvement,bringingthesamecombinationofanalyticalrigorand humanunderstandingthatdefinesherprofessionalidentity Thereissomething instructiveintheshapeofChristine’scareer,inthewayshehasbuiltauthoritynotby narrowingherperspective,butbyexpandingitdeliberately
The live music industry becomes better at understanding audiences when it includes people who understand, from the inside, how many different kinds of people are standing in the crowd.
WhenChristinewalksintoaroom,shebringswithheracombinationofwarmthand rigorthatisnotespeciallycommon.Sheissomeonewhowillarguepassionatelyfor thepowerofagreatstoryandthen,inthesamebreath,asktoseethedata.Sheis someonewhogrewupafanandbecameananalystandsomehowmanagedtokeep bothofthoseidentitiesaliveandinconversationwitheachother.
That combination is ultimately what Measure of Music is built on, and it is what makes Christine Osazuwa one of the most compelling voices in music marketing today
How
AIhypeisloud.Butthereal transformationishappeningquietly—in thebackroomsoflargeenterprises,where legacysystems,compliancenightmares,and operationalinefficiencieslive.
UiPathisn’tsellinghype.It’sselling infrastructure—quietlyarmingenterpriseswith toolsthatdon’tjustaddAI;they build around it Thisisn’tanotherChatGPTintegration.Thisisa full-stackstrategyforturningAIagentsinto dependableco-workers—withincomplex, regulated,human-in-the-loopenterpriseworkflows.
Lastweek’sAgenticAISummitwaslessabout shinydemos,andmoreaboutexecution.Thekind thatmakesthedifferencebetweenacorporate proof-of-conceptgraveyardandarealcompetitive edge.
Let’sbreakdowntherealstorybehindthesummit:
1.FromAutomationtoAgency:WhyEnterprises AreThinkingDifferentlyAboutAI
Theautomationgamehaschanged.Early automationpromisedcostsavingsandheadcount reduction.That’sover
Now,thenewpromiseis agency:givingAIagents theabilityto act—notjustanalyzeorsuggest.But forthistoworkinenterpriseenvironments,two conditionsmustbemet:
· Theagentsmustbehavepredictably
· Theymustwork with humansanddeterministic bots,notaroundthem.
That'swhereUiPath’sstrategyhitsdifferent.
Thecompanyisbettingon agentic orchestration—a frameworkwhere:
· AIagentshandlejudgment-driventasks.
· Robotsexecuterepeatablelogic.
· Humansoversee,escalate,andsteerdecisions.
Inotherwords,it’snotaboutAIreplacinganyone. It'sabout designing systems where AI belongs
Everyenterpriseisaskingthesamequestion: How do we build agents we can trust?
Off-the-shelfLLMsdon’tcutit.Theyhallucinate. Theyignorecontext.Theycan’texplaintheir thinking.
UiPath’sanswer:AgentBuilder Thisisn’tanovelty tool.It’sapracticalresponsetoanoperationalneed.
Whatitactuallydoes:
· Letsusers(technicalornot)buildspecializedagents.
· Includesmemory,context,andfallbacklogic.
· Allowsuserstoinspectandrefinehowtheagent behavesovertime.
Theresult?Purpose-builtagentsthatdon’tgo rogue—anddon’trequireaPhDtodeploy
TakeWEX,apaymentscompany.UsingAgent Builder,theydevelopedaGitHubagentthatsaves 6,000 work hours annually.That’snottheoretical ROI—it’soperationalleverage.
Theyalsodeployedagentsforclaimsprocessingand frauddetection,turningmulti-hourtasksintonearinstantones.Therealwin?Theydidthis inside their enterprise stack,notbyboltingonSaaSgimmicks.
3.OrchestrationIsEverything:EnterUiPath Maestro
AIagentswithoutorchestrationarelikemusicians withoutaconductor:noisy,chaotic,andineffective.
EnterUiPathMaestro—nowinpublicpreview.
Maestrodoesn’tcarewheretheagentsorbotscome from.YoucouldbeusingOpenAI,Google, Salesforce,orinternalmodels.Maestro’sjobisto choreographworkflowsacrosstools,teams,andtech stacks.
Andthat’s the moat. Mostcompaniestodayrunfragmentedautomation. OneteamrunsRPA.AnotherteamplayswithAI. Businessusersarestuckinbetween.
Maestroconnectsallthemovingparts:
· Apurchaseordercomesin.
· AnAIagentreadsit.
· ArobotlogsitintoSAP
· Ahumanapprovestheexception.
· AnotherAIagentreconcilesitagainstvendorcontracts.
Allofthat?Seamless.
Wärtsilä,amarine/energygiant,isalreadyrunningthis playbook.Theirview:Maestroisn’tjustaproduct;it's the backbone forenterprise-wideagenticadoption.
4.IXP:Unlockingthe90%ofDataThat’sUselessWithout It
Here’stheenterpriseAIbottleneck: 90%ofenterprisedataisunstructured.
Invoices.Contracts.Labresults.Doctor’snotes.Legal memos.
LLMslovestructuredprompts.Butenterprisegoldislocked insidePDFsandhandwrittenscans.UiPath’sanswerisIXP (IntelligentXtractionandProcessing).
WhatmakesIXPstandout:
· It’smultimodal—processesstructured,semi-structured,and unstructureddocs.
· Itdoesn’tneedhugetrainingdatasets.
· Itusesprompt-basedlogic,makingitpracticalforbusiness users.
WEXagainleanedinhere.Theirteamimporteddocuments, trainedmodelsquickly,andskippedtheusualbottleneckslike manualdatalabeling.
Whatthisunlocks: Agentsthatdon'tguess.They know whattoextract,andthey doitinrealtime.
5.AgenticTesting:FixingtheUnderratedAI Problem—BadSoftware
Mostpeopleunderestimatethis: AIisonlyasgoodasthesystemsittouches.
YoucanbuildabrilliantAIagent.Butifitbreakseverytime yourUIchangesoryourbackendlogicshifts,it’suseless.
That’swhyUiPathTestCloudmatters.
It’snotjustanupgradetoTestSuite.It’sanend-to-end testautomationstack built for agentic workflows.It includes:
· Agentsthatwriteandruntests.
· Governancecontrolsforenterprisecompliance.
· IntegrationwithexistingDevOpspipelines.
CiscousedTestCloudtocutmanualtestinginhalf.That translatesto $1 million+ in savings.Notfluff.Actual dollars.
StateStreet,afinancialgiant,usesittotesttheirentire investmentplatform.Theresult:fasterreleases,better reliability,lessfirefighting.
6.WhyThisStrategyWorks:UiPathIsn’tBettingon aModel—It'sBuildingtheStack
Let’sgetbrutallyclear.
UiPathisn’ttryingtooutbuildOpenAI,Anthropic,or Googleonmodels.
It’sbuildingthe infrastructure layer—thepartofthe stackwhere:
· Decisionshappen.
· Complianceistracked.
· Tasksareexecuted.
· Humansintervene.
That’sthehardpartofAIadoption.Thepartenterprise CIOsactuallyworryabout.
MostAIstartupssell“magic.”UiPathsellssystemsthat workin messy, regulated, bureaucratic enterprises—and stilldelivervalue.
Theirmoatisn’tthemodel.It’sthe trust, governance,and orchestration builtintoeverythingtheyrelease.
FinalThought
The Real Enterprise AI Race Isn't About Who Has the Best Model—It’s About Who Can Deploy Agents That Actually Work
Here’swhatmostpeoplemiss: LLMsarecommoditytech.Whatmattersis deployment architecture
Canyoubuildagentswithcontext?Canyouorchestrate themacrosssilos?Canyoutracetheiroutput?Canyour humansstayincontrol?
UiPathisquietlybuildingtheanswerstoallofthose.And they’repackagingitintotools—AgentBuilder,Maestro, IXP,TestCloud—thatturnAIhypeintosystemsyoucan actuallyuse.
Thisiswhatitlookslikewhenacompanyplaysthelong game.
Andit’sthekindofstrategyCEOs,notengineers,are bettingon.
Somepeopleunderstandthemusicindustry
fromtheoutsidelookingin,through observation,analytics,andcarefulstudy NabilTaufikunderstandsitthroughexperience.
Overthecourseofnearlytwodecades,hehasworked acrosssomeofthemostinfluentialorganizationsinthe globalandregionalmusicbusiness,includingSony Music,UniversalMusicGroup,andMNCGroup.He nowbringsthataccumulatedexperienceto NagaswaraMusicandPublishing,wherehiswork continuestofocusonstrategicmarketing,artist positioning,andbrandinnovation.
Twodecadesisalongtimeinanyindustry.Inmusic andentertainment,whereaudiencesshiftrapidly, andtechnologyconstantlyrewritestherulesof engagement,sustainedrelevancerequiresaparticular kindofadaptability.
Nabilhasbuiltthatacrossorganizationswithvery differentscales,structures,andaudiences.
AtSonyMusic,hedevelopedexpertiseinbrand strategyandmusicmarketingwithinoneofthe world’smostrecognizableentertainmentcompanies.
AtUniversalMusicGroup,heworkedinan environmentshapedbyglobalreachandthe acceleratingtransformationofdigitalmusic distribution.
HisexperienceatMNCGroupaddedanother dimensiontohisunderstandingofentertainmentand media,connectinginternational-scalemarketing perspectiveswiththeuniquerhythmsofSoutheast Asianaudiencesandcontentecosystems.
Throughouthiscareer,Nabilhasfocusedonbuilding marketingactivationsdesignedtocreatecultural resonanceratherthansimplycommercialvisibility.
Thisisaspecificdiscipline.Itrequiresunderstandingnotonly howcampaignsperform,butwhyaudiencesconnectwith thememotionallyandculturally
Buildingthatkindofworkdemandsacombinationofcreative ambitionandbusinessintelligence.Nabilhasspentyears operatingbetweenthoseworlds,helpingbridgethespace betweencreativedirectionandstrategicobjectives.
Hehasledcross-functionalcollaborationswiththe understandingthatstrongmarketingrarelyemergesfrom isolatedthinking.Ithappenswhencreativeinstincts,audience understanding,andbusinessstrategyareallowedtowork together
Nabil’sexpertiseextendsbeyondmarketingintostrategic communicationandmediaengagement.Heunderstandshow artists,campaigns,andbrandscommunicatetheiridentities acrossincreasinglyfragmentedplatformsandaudiences.He alsounderstandstheimportanceofbalancingvisibilitywith authenticity,particularlyinanerawhereaudiencesarehighly sensitivetomanufacturedmessaging.
Anothermajorareaofhisworkhasinvolvedartistgrowthand commercialdevelopment.Thecontemporarymusicindustry requiresartistsandentertainmentcompaniestothinkbeyond traditionalreleasecycles.Sustainablegrowthnowdependson howeffectivelytalent,storytelling,branding,andaudience engagementareintegratedacrossplatformsandexperiences.
Nabil’scareerhasunfoldedalongsidethattransformation, givinghimexperienceinsidetheindustry’songoing evolution.
WhatstandsoutmostclearlyinNabil’sprofessionalapproach ishisinterestinculturalrelevanceasmorethanamarketing objective.Forhim,musicandentertainmentarenotsimply commercialproducts.Theyarepartofthebroadercultural conversationaboutidentity,aspiration,memory,and connection.
Thatperspectiveshapesthewayheapproachescampaigns, partnerships,andbranddevelopment.Italsoexplainswhyhis workconsistentlyreturnstotherelationshipbetween creativityandmeaningratherthanmetricsalone.
The question is not simply whether audiences notice the work. The question is whether the work stays with them afterward.
Afternearlytwentyyearsinthe industry,NabilTaufikcontinuesto applythefullrangeofhis experiencetothenextgenerationof entertainmentandmusicmarketing challenges.Howdoesamusic companybuildbrandsthatremain relevantacrossrapidlychanging medialandscapes?Howdoartists navigateglobalopportunitywhile remainingconnectedtothecultural specificitythatmakesthemunique? Howdodigitalcampaignsand humanstorytellingcoexistwithout diminishingoneanother?
Thesearethekindsofquestions thathaveshapedNabil’s professionaljourneyacrossglobal musicorganizationsandregional entertainmentecosystemsalike,and theyarethequestionsthatcontinue tokeephisworkmovingforward.
Excel.Seriously,hasn’titbeen the program
foranyonewrestlingwithnumbersfor agesnow?Spreadsheets,charts, formulas—it’sbecomeessentialforbusinessesofall sizes,youknow?Buthey,evensomethingthat’s alreadytop-notchcangetaseriousupgrade,right? Andthat’swhereartificialintelligencecomesinto thepicture.Yep,ExcelAItoolsarestartingtopop up,andhonestly,they'resettochangethingsinabig way
ThinkabouthowyouusuallyuseExcel—you’re alreadyinthere,crunchingdata,spottingtrends,and tryingtomakesmartdecisionsbasedonwhatyou’re seeing.Now,justimagineExcel,but,like, smarter, boostedwithAI.
Suddenly,it’snotjustaboutwrestlingwithformulas allday;you’vegotthesecleverassistantsworking rightthere inside yourspreadsheets,helpingyou pickoutpatternsyou’dprobablymissyourself, takingovertheboring,repetitivestuff,anddigging upinsightsthatareburieddeepinyourdata.
Thisisn’tsomefuturisticfantasy;ExcelAItoolsare becomingarealthing,andfromwhatitlookslike, 2025isgoingtobetheirbreakoutyear.Forpretty muchanyonewhodealswithdata—and'smostof usthesedays—gettingagriponExcelAItoolsisn't justsomeoptionalextra.
It’sfastbecomingacoreskillyou’regoingtoneed. So,inthisarticle,we’regoingtobreakdown exactlywhatthesetoolsareallabout,whythey’rea prettybigdeal,andhowyoucanstartusingthe powerofAIwithinyourgoodold,reliable spreadsheets.GetreadytoseeExcelinacompletely new,muchmoreintelligentlight.
1.WhatExactlyAreExcelAITools?Giving YourSpreadsheetsSomeBrainpower.
Okay,let’sgetdowntowhatExcelAItools are. Theeasiestwaytothinkofitisthis:it’sallabout bringingartificialintelligencerightintoMicrosoft Excelitself.Andyouseethishappeninginafew majorways:
● AI-PoweredAdd-ins:Thinkofthemlikeapps, but for Excel.Littleextrabitsofsoftwareyou canjustplugintoaddabunchofnewAItricks. Theycandomanythings,fromreallysmartdata analysistomakingpredictions.Imagineadding atoolthat, boom,cleansupyourdatamess, flagsanythingthatlooksweird,andeven suggeststhebestwaystoshowit visually—that’s thekindofcoolstuffAIadd-ins cando.
● Built-inAIFeatures:Microsoftitselfisstarting tojointhepartytoo.They’reincreasingly buildingAIsmartsdirectlyintoExcel.Features like“Ideas”inExcelthatpopupwithchartand pivottablesuggestions?That’sjustthestart. Expecttoseemoreandmoreofthesebuilt-in intelligentfeaturesshowingup,makingExcel smarterstraightoutofthebox,noextrasneeded.
● CloudPowerWorkingBehindtheScenes: Thisiswhereitgets really interesting.Lotsof AItoolsareusingthecloudtobringsome seriousprocessingpowerandmachinelearning muscletoyourspreadsheets.YourExcelonyour computercantapinto huge AIbrainssittingout thereinthecloud,lettingithandlecomplexjobs withnoneedforasuperpowerfulcomputer rightinfrontofyou.Prettyclever,huh?
So,inanutshell,ExcelAItoolsareallaboutusing smartalgorithmsandmachinelearningtoboostwhat youcanalreadydowithExcel.They’remadeto makeanalyzingdataquicker,findingdeeperinsights easier,andcuttingdownonthosehumanerrorswe allmake.It’saboutturningExcelintosomething waymorethanjustrowsandcolumns—it’s becomingyourintelligentdatahelper.
2.ExamplesofExcelAIToolsThatCouldTake Offin2025
Tech'smovingfast,nodoubtaboutit.Butwhatkind ofExcelAItoolsarewelikelytoseemakinga splashin2025?Hereareafewexamplesthatare alreadystartingtolookprettypromising:
● AI-DrivenDataCleaning—DataCleaningonAutopilot:Just picturethis:toolsthatcanautomaticallyfindandfixallthe problemsinyourspreadsheets—mistakes,thingsthatdon’t match,bitsthataremissing.TheseAIcleanerscould learn what yourdatashouldlooklikeandstartsuggestingwaystocleanit up,savingyou hours ofboringmanualwork.Soundsgood, right?
● IntelligentForecasting-CrystalBallAnalytics,SortOf: Forgetjustdrawingbasiclinesonacharttoguessthefuture.AIpoweredforecasting?That’sawholedifferentballgame. ImagineExcellookingatyearsofpastdata,takingintoaccount outsidethingslikemarketchangesorseasonaltrends,andgiving youwaybetterpredictionsforthingslikesalesnumbers,how muchmoneyyou’llmake,orwhatcustomersaregoingtowant. We'retalkingserious“whatif”power,allpoweredbyAIsmarts.
● AutomatedInsightsDiscovery-DataAnalysis DoneforYou(Almost):Spendingagestrying tofindpatternsinyourdata?Nobody’sgottime forthatanymore.ExcelAItoolscouldstepin andautomaticallydigthroughyourdata,point outtheimportanttrends,spotweird connections,highlightanythingunusual,and evenwriteupreportsthatexplainthemain thingstheyfoundinplainEnglish.Think “instantdatainsights.”
● AI-EnhancedCharting-Chart-Making ExpertsBuilt-In:Tryingtopicktherightchart toshowyourdata?Itcanbearealheadache. ButwhatifExcelcould suggest the best typeof charttomakeyourdatajumpoffthepage,using AItoanalyzeyourdataandknowingallthebest waystovisualizeinformation?Suddenly,your datapresentationsgetalotmoreimpressive.
● NaturalLanguageQuery—JustTalktoExcel LikeYou’dTalktoaPerson:Whatifyou couldjusttypeaquestionintoExcel,likeyou wereaskingacolleague,“HeyExcel,showme salesbyregionlastquarter?”Soundsabitlike magic,doesn’tit?ButExcelAItoolsare movingtowardsmakingthisareality,letting youaskquestionsandworkwithyourdata usingnormallanguage;nomoreconfusing formulasareneeded.
Andhonestly,that’sjustthetipoftheiceberg.The sheernumberofdifferentExcelAItoolsthatare comingoutisprettyincredible.We'retalkingAI solutionsforbasicallyanydataproblemyoucan thinkofinsideExcel.
3.TheInterestingBenefits:WhyGetExcited AboutExcelAITools?
Okay,sothesetoolssoundkindofcool,butwhy should you careaboutExcelAItools?Let’sbreak downtherealreasonswhythey’reworthpaying attentionto:
● EfficiencyBoost—SayGoodbyetoBusywork, HellotoGettingThingsDone:Automatethose soul-crushingtasks,cleanupdatafasterthan ever,whipoutreportsinseconds—AIjust vaporizesthemanuallabor,freeingyouupto think aboutstrategyandthebiggerpicture.
● DeeperInsights—FindingtheGoldNuggets HiddeninYourData:AI’sgoodatspotting thosesubtlepatternsandhiddenlinksindata thatwehumansoftenmiss.Thatmeansyouget richer,moredata-backedinsights,whichleads tomakingsmarterdecisions,plain.
● MoreAccurateData—FewerMistakes, MoreTrustworthyResult:AIdoingdata cleaningandanalysis?It’sasignificantchange forcuttingdownonthosesillyhumanerrors. Thatmeanscleanerdataandfindingsyoucan relyon.
● AnalyticsforEveryone:YouDon’tNeedto BeaDataScientistAnymore(ToDoSome CoolDataScienceStuff):Here’sthecoolpart: ExcelAItoolsputseriouslypowerfulanalysis toolsinthehandsof anyone whoknowstheir wayaroundExcel.Youdon’thavetobeadata experttostartusingAI’spower.It’slike makingdataskillsavailabletoeveryone.
● DataStoriesThatGrab Attention—CommunicateYourInsightsLike aPro:AIcanbeyoursecretweaponfor makingdatavisualizationsthatstandoutand reportsthatgetyourpointacrossclearly Suddenly,you'renotjustshowingnumbers; you'retellingdatastoriesthatpeople understandandremember.
4.WhoWillBenefitMostfromExcelAITools?
So,whoaretheseExcelAItoolsmeantfor?Well, it'sasurprisinglywidegroup:
● BusinessAnalysts&DataPros:Your AnalystToolkitJustGotaMajorUpgrade: Forthoseofyoualreadyworkingwithdataday in,dayout,AIislikeaddingasuperchargerto whatyoualreadydo.Handlebiggerdatasets, domorecomplexanalyses,andgettothose insightswayfaster
● Finance&AccountingTeams:FinanceJust GotALotSmarter:Makingforecasts, buildingfinancialmodels,spottingunusual stuff,figuringoutrisks—AIinExcelcan streamlineandsharpenthosekeyfinancejobs likeneverbefore.
● Marketing&SalesFolks:Finally,DataDrivenMarketingThatWorks:Analyzing howyourmarketingisdoing,predicting whatcustomersarelikelytodonext,and makingyourmarketingmore personal—ExcelAItoolscanbringrealdata smartstoyourmarketingandsalesstrategies.
● Operations&SupplyChainIndividuals: Efficiency,TakentotheNextLevel:Finetuninghowthingsmovearound,predicting whenyou’llneedmorestock,making everythingmoreefficient—AIcanbeyour secretweaponforgettingyouroperations andsupplychainrunninglikeclockwork,all withintheExcelworldyoualreadyknow.
● EverydayExcelUsers:Yep,EvenYou! Honestly,evenifyoujustuseExcelforthe basics,AIfeaturescansimplifyyour everydaytasks,helpyoukeepyourdata cleaner,andmaybeevenhelpyouuncover someinterestingthingshidinginyour spreadsheets.
Ifyou’reworkingwithdatainExcelatall, ExcelAItoolsarehighlylikelytomakeyou quicker,smarter,andmoreeffectiveatwhatyou do.
5.GettingStarted:HowtoTryOuttheAIPoweredExcelWorld
Soundinteresting?Readytogiveitago? Here’swheretostartexploringExcelAItools:
● CheckouttheExcelAdd-inStores:Think ofitlikeanappstore,butjustforExcelAI goodies.Microsoftandloadsofother developersarecreatingAI-poweredadd-ins likecrazy.Havealookthroughthesestores andseewhatgrabsyourattention.What toolsseemliketheycouldsolve your particulardataproblems?
● KeepanEyeonExcel’sBuilt-inSmart Features:Microsoft’sAlwaysAddingNew Stuff.Stayup-to-datewithExcelupdates! They'reconstantlyaddingnewAIfeatures rightintoExcel.Don’tmissoutonthefree upgrades—they’reoftenprettyuseful.
● LookAroundOnline:TheInternet’sFullofAI-in-Excel Info.Thistotalareaistakingoff,sothewebisbuzzingwith information.Searchforblogs,articles,andtutorials specificallyaboutusingAIinsideExcel.Learnthebestways todothings,findcoolnewtools,andgetuptospeedfast.
● JustTryThingsOut:Hands-OnistheBestWaytoLearn. Seriously,thebestwaytogetthehangofthisstuffistojust jumpinandexperiment.GrabfreetrialsofExcelAItools, playaroundwiththebuilt-infeatures,andstarttryingtouse AIinyourrealExcelprojects,startingnow
Conclusion:Excel+AI—TheFutureofDataAnalysisis RightHere,RightNow
ExcelAItoolsaren’tjustafad;trustmeonthis.Thisisa major shiftinhowwe’regoingtobeworkingwithspreadsheetsand datafromnowon.BymixingthetrustypowerofExcelwiththe smartsofAI,we’removingintoaneweraofdataanalysis—one that’sfaster,moreinsightful,waymoreefficient,andfinally, genuinelyaccessibleto,well,justaboutanyone.2025?
Yeah,itlookslikeit’sgoingtobetheyearExcelAItoolsgo frombeingsomethingkindofnichetosomethingessentialfor businesseseverywhere.So,getready,startexploring,andgetset tounlockawholenewlevelofdata-drivenawesomenessin yourworkandineverythingelseyoudo.
Thereisaparticularkindofintelligencethat doesnotannounceitselfloudly.Itshowsup inthewayaroomshiftswhensomeone walksin,inthequalityofattentionapersonbringstoa conversation,inthewaycomplexityseemstosoftenin thepresenceofsomeonewhohasspentyearslearning toholdit.TheréseSundlingLarssonhasthatkindof intelligence,andithastakenherintothehighestlevels oftheliveentertainmentindustry
AsSeniorVicePresidentandHeadofMediaand SponsorshipforLiveNationEMEAandInternational, Therésesitsatthecenterofoneofthemost consequentialbusinessesinglobalculture.LiveNation Entertainmentistheworld’slargestliveentertainment company,asprawlingoperationthatconnectshundreds ofmillionsoffanswiththeartiststheyloveacross continents,timezones,andvastlydifferentmarket conditions.Toleadmediaandsponsorshipacrossthe EMEAandinternationalterritoriesistomanagea portfolioofrelationships,responsibilities,and opportunitiesthatwouldbedauntingforalmost anyone.ForTherése,itseemstofeellikehome.
WhatmakesTherése’sstorysocompellingisnotasingle definingmoment,butrathertheaccumulationofexperience acrosssomeofthemostdynamicorganizationsinEuropean mediaandentertainment.
BeforearrivingatLiveNation,shebuiltherfoundationat MTG,theModernTimesGroup,acompanythatemerged fromtheSwedishinvestmentfirmKinnevikandbecamea majorforceinScandinavianmedia.Heryearstherewere formativeinthetruestsense.Shewasdevelopingtheskills, instincts,andstrategicvocabularythatwouldeventuallyallow hertooperateatthehighestlevelofinternational entertainmentpartnerships.
Herexpertisespansarangethatisgenuinelyunusual: leadership,salesandnegotiation,strategiccommunication, marketing,businessdevelopment,entertainment,music industryoperations,brandpositioning,organizationalgrowth, andcapabilitydevelopment.Thatbreadthisnotaccidental.It istheproductofsustainedcuriosityandarefusaltoremain comfortableinsideasinglediscipline.
TounderstandwhatTheréseactuallydoes,ithelpsto understandwhatliveentertainmentsponsorshipmeans today.Itisnolongersimplyamatterofattachingalogoto astage.Themostsuccessfulpartnershipsarebuilton genuinealignmentbetweenabrand’sidentityandthe emotionalexperienceoflivemusicandentertainment.
Gettingthatrightrequiresadepthofmarketunderstanding, asensitivitytoaudienceexpectations,andacreative ambitionthatextendsfarbeyondconventionalmarketing thinking.
TherésedrivesthisworkacrosstheEMEAregion,a territorythatencompassesdozensofdistinctmarkets,each withitsownculturaltexturesandcommercialrhythms.The strategicpartnerships,sponsorships,andinnovativebrand collaborationssheoverseesmustresonateinStockholm andJohannesburg,inLondonandDubai,inmarketswith matureliveentertainmentecosystemsandinmarketsthat arestillevolving.
The range of that challenge is extraordinary, and it rewards exactly the skills Therése has spent her career developing.
AskTherésehowsheleads,andtheanswerisimmediate andconsistent: “Passion, energy, and a people-first mindset.”
Inanotherperson’shands,thosewordsmightsoundlike corporatelanguage.Inhers,theydescribesomething genuine.Sheisknownamongcolleaguesandcollaborators asaleaderwhosincerelyinvestsinthepeoplearoundher, notthroughabstractconversationsaboutworkplaceculture, butthroughtheday-to-daypracticeofbuildingteamswith cleargoals,strongcommunication,andashared understandingofsuccess.
High-performingteamsdonotemergefromgood intentionsalone.Theyarebuiltthroughdeliberatechoices abouthowworkisstructured,howachievementis recognized,andhowsetbacksareabsorbedandlearned from.
Therésehasmadethosechoicesacrossmultiple organizationsandmultiplephasesofhercareer,andthe consistencyofherapproachreflectsasettledphilosophy ratherthanamanagementstyleborrowedfromatrend.
WhatisperhapsmosttellingaboutTherése’ssenseof professionalpurposeishowmuchofherenergyextends beyondtheformalboundariesofherexecutiveroleat LiveNation.
Sheservesasanadvisor,mentor,andcoachto professionalsacrossthemediaandentertainment industries,approachingthatworkwiththesame seriousnessshebringstoexecutiveleadership.
Herindustryengagementalsoincludesinvolvement withSES,Sponsrings&Eventsverige,oneofSweden’s leadingprofessionalorganizationsinsponsorshipand events.Throughthiswork,shecontributesto conversationsthathelpshapehowtheindustry understandsitselfandwhereithopestogo.
ShehasalsobeenassociatedwithGylleneHjulet,widely recognizedasoneofSweden’smostrespectedawardsin sponsorshipandbrandexperience,abenchmark recognitioninafieldshehasspentyearshelpingto elevate.
Theliveentertainmentindustryisinthemiddleofa periodofrealreinvention.Audiencesarereturningtolive experienceswithremarkableintensity.Sponsorship modelsareevolving.Therelationshipbetweenphysical anddigitalengagementcontinuestoshiftinwaysthe industryisstilllearningtounderstand.
Intothischanginglandscape,Therésebringsaperspective shapedbyyearsofoperatingattheintersectionofculture, commerce,andhumanconnection.
Hervisionisbuiltonabeliefthatthebestpartnerships aretheonesthatfeelinevitable,wherethebrandandthe experiencearesowellmatchedthataudiencescannot imagineonewithouttheother
Getting to that feeling requires patience, craft, and relationships built over years rather than assembled in a single quarter.
TheréseSundlingLarssonisnotaleaderwhomakes noiseforitsownsake.Sheisaleaderwhobuildsthings thatlast:partnerships,teams,standards,andcareers, includingthecareersofmanypeopleshehasmentored alongtheway.
In an industry that often mistakes spectacle for substance, she is a reminder of what substance actually looks like.
