The front-runners'guide to scaling AlLessonsfrom industry leadersaccenture
AuthorsSenthilRamaniLan GuanPhilippeRoussiereGlobalLeadforData&AL,ChiefAOfficerGlobalLead forInnovationand.A,AccertureAccentureResearch
Abouttheresearchrwise impravingAlisusedasstext,imagesvideos,Thefront-
Executive summaryted,yet elushv70%ofthecompaniesAl experiments. A big reasan for this, aur mesearch alsoshowswithinwhich arises whenaltypes ofdatawe surveyeded to the max.acknowledged themeinventing the enterprise with generative.Al(genAl) ian'tneed for astrongdataFor cxample, 70%. of the companies wesurveyed acknowledgedition isabouteed for a strong data foundation when trying to soale Alfoundation whenData, of course,isn't the anly abstacle to enterprisereinventionents thatgobeyandadtomatingroutine taskstotryingtoscaleALto, respectively gen.Mltolk, comprethensive training and dleaaning. Al agentscalla borat.ta improve quality, procductivity and cost-efficiengadingfast:one-thindof theawithgenAL.TIgant thingright:Theyestakes"investmentsinaenAlwithnpany'sstrategy.To dothis, busineses, under the pmoacthipof theirCEO and board munt gobethat unlockAl'sfullpotential.post efficiency.And in their stra tegic bets., they deplay agentic Ato radically reinvent their organizational pxocessesand workflowsThefront-ru
GetstrategicWefound that34%ofsurveyed*Strategicbets"awe significant,long-terncompanies have scaledat least onestrategic bet.Souch comparnies alsospendsignificantly more on cloud and Al(devoting 51% of their technology budgetsto these areas than do companies thathave not scaled any strategic bets (45% oftheir respective tech budgets).alongaspectrum, framassthe enterprise人
Companies that scale strategic bets are usuallywhether they have a kot, or a litle, work to do be fore theysatbig thingsdelighted with their financial performance as wellions expeat a 13%egrowth,an11%. improvemerntFor instance.combared to competitors that havnot done so, companies that have scaled atleastonestrategic bet are nearly three times more likely tohave their return on investment (ROI) fromgen A surpass theirforecasts.tseffectively(for1.Leadwithvalue3.Build an Al-enabled, securedigital core4.ClosethAs this report makes clesar, artificial intelligence has. alreacy mavedpastitsfa mliar cole asa powerful tpol or boosting cefficienay. When used toits fulial, Alis nvingfargmater:anunstoppablefote better than rivals.
What makes a companyreinvention-ready tor Al?
e badersin foaundation aldata and AlcapabiltNehnventian-ready companies, ourresearch alsoshawsesbusinessovedbydex to measure and categorize corpanies based on theilNowData&AlessentalcapabilitiesNLLLMOpaMaudtynAL.Thelatterareance(DM&G),foundatianmodelspraction,Thefront
Figure2:AppreciatetheEightf maturity in those copabilities (medium-sized webs in8%front-runnersAlreinvention-readycaling Aland dataedriven initiatives,7%fast-followerstounderperformws thatnot all43%withAl42%SourcsAconturhsorch
Breaking away-howfront-runners are scaling Al
Figure3:ScalaW hat distinguishes front-runners fromfas...
