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GartnerWebinarsGartner
deliversactionable,
objectiveinsight,
guidanceand
tools
toenablestronger
performance
onyourorganization’s
mission
critical
prioritiesEnhanceyour
webinar
experienceAskaQuestionDownloadAttachmentsWatchAgainRESTRICTED
DISTRIBUTION?2023
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Inc.
and/or
itsaffiliates.
All
rights
reserved.2Connectwith
GartnerDeliverBusiness
Value
Through
AISer
vices
andSolutionsAnnette
ZimmermannVibhaChitkaraVP
AnalystSrSpecialist,
ResearchAkhil
Pratap
SinghAakanksha
BansalSpecialist,
ResearchSrSpecialist,
ResearchRESTRICTED
DISTRIBUTION?2023
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Inc.
and/or
itsaffiliates.
All
rights
reserved.3GenAI
Increasesthe
Net
Value
of
AISer
viceOfferings20%GenAI
UseCases29%Efficiency/CostSaving30%CustomerExperienceN=168,
Gartner
CBR
for
AIServices,2023RESTRICTED
DISTRIBUTION4?2023
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Inc.
and/or
itsaffiliates.
All
rights
reserved.The
Impactof
AIser
vicesTCS$2.1MillionInCostSavingN=168,
Gartner
CBR
for
AIServices,2023RESTRICTED
DISTRIBUTION5?2023
Gartner,
Inc.
and/or
itsaffiliates.
All
rights
reserved.The
Impactof
AIser
vicesTCSHexaware$2.1Million50,000+InCostSavingHourssavedN=168,
Gartner
CBR
for
AIServices,2023RESTRICTED
DISTRIBUTION6?2023
Gartner,
Inc.
and/or
itsaffiliates.
All
rights
reserved.The
Impactof
AIser
vicesTCSHexaware$2.1Million50,000+InCostSavingHourssavedHCL2.7XImproved
throughputN=168,
Gartner
CBR
for
AIServices,2023RESTRICTED
DISTRIBUTION7?2023
Gartner,
Inc.
and/or
itsaffiliates.
All
rights
reserved.The
Impactof
AIser
vicesTCSHexaware$2.1Million50,000+InCostSavingHourssavedSalesforceHCL450%2.7XIncreaseinLive
ChatImproved
throughputN=168,
Gartner
CBR
for
AIServices,2023RESTRICTED
DISTRIBUTION8?2023
Gartner,
Inc.
and/or
itsaffiliates.
All
rights
reserved.Agenda?
TheStateofthe
AIServices
Market–
Whatis
themarketopportunity
andwhere
can
AIService
Vendors
delivervalue??
Whatarethetop
usecases
youshould
anticipate
supporting?–
Vertical
and/orhorizontal?–
Whichindustries
maybeimpacted
morethanothers??
WhatfutureusecasesandR&D
investmentsshould
youprioritize?RESTRICTED
DISTRIBUTION9?2023
Gartner,
Inc.
and/or
itsaffiliates.
All
rights
reserved.GenAI
Ser
vices
Revenue
W
ill
Reach
42%
ofOverall
AISer
vices
Revenue
in
2027$298bn35%GenAISoftware$146bnClassic
AI$443bnGenAI
42%Services$229bnClassic
AI20232024202520262027Source:
Forecast
Analysis:
Artificial
Intelligence
Services,2023-2027Source:
Forecast
Analysis:
Artificial
Intelligence
Software,
2023-2027RESTRICTED
DISTRIBUTION10
?2023
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Inc.
and/or
itsaffiliates.
All
rights
reserved.AISer
vicesDefinitionAIservices
enable
adopter
organizations
toimplement
and
scale
AItechniques
without
alargeinitialinvestment
andwithlowerrisk.AIservices
mayinclude
strategy,
dataengineering,
model
development
andgovernance.RESTRICTED
DISTRIBUTION11
?2023
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Inc.
and/or
itsaffiliates.
All
rights
reserved.Case-Based
Field
ResearchStudy:
AISer
vicesFocusDatacollectedParticipants?
AI
servicesinclude
consulting,modelbuild,
implementation,andmanaged
services
for
AItechniques.?
Understand
AIServices
offering,strategy
andGTM
(includingGenAI
trends)?
160+casestudies
across9verticals?
35technologyproviders
includingstart-ups
andIT
ServiceProviders?
Sampleparticipants:
Avanade,
BCG,CapGemini,
Cognizant,E
Y,
NTTData,
Quantiphi,
TATA
Consulting?
Time:
June-August2023RESTRICTED
DISTRIBUTION12
?2023
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Inc.
and/or
itsaffiliates.
All
rights
reserved.To
p
Level
Findings100%
oftechnology
providers
interviewed
had
GenAIcapabilities.
90%had
GenAI
projects
orproducts
inproduction/live
deployments.
Themost
frequent
usecases
forGenAI
were
customer
experience,
knowledgemanagement
and
content
creation.AIService
Providersare
leadingwithGenAI
capabilitiesandinvest
inR&Das
wellastechnologypartnershipsFinancial
services/Insurance
and
lifescience/healthcarewere
among
theverticals
most
aggressively
adoptingGenAI
technologies.Some
ofthe
largest
IT
Service
providers
inthisstudyledwith
data
strategy
consulting
(data
architecture,
overalldata
strategy).Themostfrequent
challenges
mentioned
to(generative)AIadoption
were
lack
of
knowhow
and
skills
ontheadopter
side
and
“data-readiness”.RESTRICTED
DISTRIBUTION13
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Inc.
and/or
itsaffiliates.
All
rights
reserved.AISer
vices
Value
Chain
-Larger
Provider
s
FocusonData
Readiness
for
their
ClientsAIProductPrototypingInnovation/TransformationConsultingAIStrategyAIManaged
ServicesMLOpsOperationsMonitoringAPIRetrainingPlatformImplementationSensor
integrationResponsible
AIAIBuild
andDevelopmentModel
Training/Fine
TuningAppDevelopmentModel
ArchitectureDataDataScienceDataSourcingDataPlatformModernizationDataServicesCloudArchitectureGoogle
CloudMulti-cloudAzurePartnerSource:
GartnerCase-Based
Research
AI
Services,2023RESTRICTED
DISTRIBUTION14
?2023
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Inc.
and/or
itsaffiliates.
All
rights
reserved.Opportunity:
Ver
ticalGenAIModels
are
Tailor
edtoSpecific
IndustriesBy2027,
over
halfofthegenerative
AImodels
used
byenterprises
willbedomain-specific
(industryorbusiness
function),
upfrom1%today.ExamplesBloombergGPT,Google
Med-PaLM,IBM
Granite.13b(finance)RESTRICTED
DISTRIBUTION15
?2023
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Inc.
and/or
itsaffiliates.
All
rights
reserved.Gar
tnerdeveloped
theAI
Tr
ust,
Risk,
andSecurityManagement(TRiSM)
Framewor
ktoaddress
AIRisks
across
four
categoriesGartner
AI
TRiSM
FrameworkExplainability:
Ability
to
producedetailsor
reasons
that
clarify
amodel’sfunctioning
for
aspecificaudience.Model-Ops:End-to-end
governanceandlifecyclemanagement
of
allanalytics,AIanddecisionmodelsAI
Application
Security:Detectingandstoppingattacks
onAI
requiresnewframeworks
andtechniques
fortesting,
validating
andimprovingtherobustness
of
AI
workflows.AI
Privacy:Ensuringpersonal
oridentifiabledata
isnot
usedwithin
AImodels,
andifused,
proper
consent
isestablished.Model
Monitoring:
MonitoringAIproduction
data
for
drift,
bias,
attacks,data
entry
andprocess
mistakes
iskey
to
achieving
optimal
AIAcommon
approachto
prevent
privacyproblems
is
to
usesynthetic
datainsteadof
identifiableinformation,
risk,especially
inAI
model
training.Adversarial
attack
resistance
is
acore
element
of
AIapplicationsecurity.It
includesteachingmodelsorperformance,
andfor
protectingorganizationsfrom
maliciousattacksapplicationsto
eitherignore
or
responddifferently
towardadversarialinputs.RESTRICTED
DISTRIBUTION16
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and/or
itsaffiliates.
All
rights
reserved.BlueHeadings=Significant
orFull
Security
ResponsibilityTo
p
Use
Cases
forGenAI
andClassic
AIRESTRICTED
DISTRIBUTION17
?2023
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Inc.
and/or
itsaffiliates.
All
rights
reserved.GenAI
Use
Cases:
Focus
aroundContentCreationRESTRICTED
DISTRIBUTION18
?2023
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Inc.
and/or
itsaffiliates.
All
rights
reserved.Ke
y
Use
Cases
by
Industr
yVendors:AvanadeBCGGenAI
Use
CasesClassic
AI?Medicaldocumentation/reporting
–generating
accuratemedical
reports
and
summaries
improving
efficiency
ofmedicalexperts?Conversational
AI(e.g.graph
technology)?Computer
visionfor
X-rayanalysis???LiteratureminingHealthcareandLife
Sciences/PharmaCapGeminiCognizantEpamSimulation
ofclinical
trials??Operational
efficiency:Personalized
medicine–analysis
ofpatient
data
togeneratetreatment
planPatient
behavior
predictionClassic
AIEYGenAI
Use
Cases??Expertassistant
for
technicians?Computer
Vision
for
productinspectionGoogleHCL
TechHexawareIBMOnthespotassistant
for
maintenance
–chat
bot
tohelpidentify
nextaction
based
onhistorical
maintenance
dataManufacturingand???Computer
visionfor
leak
detectionPredictivemaintenance??GenAI
model
tooptimize
truckroutingConversational
AI
for
airports:reducing
FAQ
call
load,improving
customer
satisfaction
withlowerresponse
timeIoT
+analytics
toreduce
insafetynon-complianceTransportationInfosysQuantiphiWiproClassic
AIGenAI
Use
Cases?Adaptive
storytelling
using?Content
generation
–createproduct
descriptions
fromEmotion
AIimages
and
text??Sales
prediction/forecastingRetail/Consumer?Sentiment
analysis
toidentify
areas
of
productimprovementConversational
e-commerceexperienceWorlds.ioGoodsRESTRICTED
DISTRIBUTION19
?2023
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Inc.
and/or
itsaffiliates.
All
rights
reserved.Ke
y
Use
Cases
by
Industr
yVendorsGenAI
Use
CasesClassic
AI
UseCases?Service
Desk:
conversational
interface
for
Q&A
forcustomersAvanadeBCG??Customer
data
mining
andtrends
analysis???Frauddetection:identify
fraudulent
transactionsProperty
valueappraisal
auditusing
image
analyticsSynthetic
datageneration:for
financial
riskmodellingCapGeminiCognizantEpamBankingandSecuritiesFinancial
advisor:
avatar-based
advisory
servicebasedonuser
parameters
such
asincome,
live
stageClassic
AI
UseCasesGenAI
UseCasesEY??Media-
Automatic
script
writingbased
onstory
points?Identification
ofhigh-riskcustomersGoogleHCL
TechHexawareIBMMedia-
Contentgenerationandmoderation:improvement
oftextquality,
identification
ofinappropriate
verbiage??Sales
enablement
withpredictiveanalyticsComms
andMedia?Comms-Contactcenter:
casesummarizationimproving
agent
productivity.Improved
sales
conversion
byrouting
thecustomer
tothe
bestskilled
agentInfosysQuantiphiWiproGenAI
Use
CasesClassic
AI
UseCases??Knowledge
management
–making
informationsearchable
for
technicians
tomake
betterengineering
and
business
decisions?Computer
Vision
for
flaredetection??AssetinspectionHealth
and
safetyEnergy/UtilitiesOptimizedcustomerexperience–
Gen-AIenabled
chatbotsWorlds.ioRESTRICTED
DISTRIBUTION20
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Inc.
and/or
itsaffiliates.
All
rights
reserved.Business
Value
Delivered:
Focus
on
OperationalEfficiencyRESTRICTED
DISTRIBUTION21
?2023
Gartner,
Inc.
and/or
itsaffiliates.
All
rights
reserved.GenAI-enabled
CX
for
alarge
Air
por
tin
EuropeTheChallenge?
Large
volumesof
calls
to
the
contact
center?
Delayedflights
cause
low
customer
experienceTheSolution?
From
online
forms
to
knowledge
articles
andchatbots,
the
airport
isempowering
its
customers
and
colleagues
to
answer
queries
faster
andsmarter.?
If
apassenger
is
running
late
for
aconnecting
flight,they
can
start
alive
chat
ontheir
phone
assoon
asthey
disembark
the
plane
tocheckthe
quickest
route
to
the
departure
gate.Result?
4,000
interactions
per
month?
450%
increase
in
live
chats
after
thelaunch?
27%reduction
in
call
handling
time?
Reduction
in
overall
number
ofcallsRESTRICTED
DISTRIBUTION22
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Inc.
and/or
itsaffiliates.
All
rights
reserved.ComputerVision-Based
AIfor
LeakDetectionandOperational
Efficiency
for
aU.S.
Energy
CompanySolutionBusiness
Outcomes?
Computer
vision
sensors
andIoT
sensors?
Real-time
sensing
andalert,by
connecting
and?
Costreduction
through
earlydetection
of
leaks
andhencereducing
size
and
severity
of
theincident
are
reduced
ofeach
event.?
Compliancesynchronizing
multiple
edgesensors,
detecting
leaks
inremote
facilities
in?
Increased
Safety?
23XROI3DLocationSensorsCamerasAIRemote
Monitoring
SolutionSource:
Worlds.io,
2023RESTRICTED
DISTRIBUTION23
?2023
Gartner,
Inc.
and/or
itsaffiliates.
All
rights
reserved.GenAI
for
KnowledgeManagementtoIncreaseProductivity
for
Field
Technicians35%ReducedservicecostsIntelligent
SearchAutomatically
completessearchqueries,sorts
theresult
list
byrelevance,suggestsrelated
documentsTheChallenge?
Increaseproductivityfor1.300field75%Shortertrainingperiodfor
newGuided
TroubleshoottechniciansStructures
the
informationin
theknowledgebaseandretrieves
itviaautomated
dialogs?
Manydifferent
datasources
to
solveemployeesissues
(manuals,training
material
etc.)FieldService
App55%Higherfirst-timefix
rate
infield
serviceAccessible
via
smartphone
ortabletRESTRICTED
DISTRIBUTION24
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Inc.
and/or
itsaffiliates.
All
rights
reserved.Source:
Empolis
GmbH,
2023Par
tner
ship
andFuture
OpportunitiesRESTRICTED
DISTRIBUTION25
?2023
Gartner,
Inc.
and/or
itsaffiliates.
All
rights
reserved.Asset
Creation:
Technolog
yand
OtherPar
tner
shipsTechnology
PartnersAcademiaTier-1
PartnersforCore
TechnologiesAIStartupsInvestinand
developEcosystemfornewusecasesandinnovationResearch
and
Co-PublicationCo-Developing
and/or
implementing
solutionsRESTRICTED
DISTRIBUTION26
?2023
Gartner,
Inc.
and/or
itsaffiliates.
All
rights
reserved.GenAI
is
theEnablerfor
Future
Multiple
UseCasesTarget
Future
Use
Cases?
Focusis
moving
to
GenAI,86%i.e.migrating
from
classicAItechniques
to
GenAI
technologies
suchasknowledge
management,conversational
AI?
GenAI
enabled
Conversational
AI?
GenAI
enabled
KnowledgeManagement?
GenAI
enabled
SelfService?
Manyusecasesarenow
infused
withGenAIto
advance
thecapabilities?
GenAI
enabled
Metaverse?
GenAI
enabled
Content
Generation?
GenAI
enabled
BI.??
GenAI
enabled
CodeGeneration?
Capability
focusisondeveloping
newtechcapabilities,
emotion
AI,
newcomputingarchitecture
andmore6%6%3%?
Growing
investmentinresponsible
AIGenAIUseCases
OptimizationUseCasesUseCaseAnalyticsDigitalTwinRESTRICTED
DISTRIBUTION27
?2023
Gartner,
Inc.
and/or
itsaffiliates.
All
rights
reserved.Future
Capabilities
Focus
is
onGenAI,
techcapabilities
anddata
preparationGen
AI
CapabilitiesCustomLLMs/Domain-SpecificLLMMultimodalGenAINextGen
ConversationalAIGen
AICodingAdaptability
(Multiple
Languages)Agent-Based
Systems
(Langchain)KnowledgeGraphsInformation
Diffusion
ModelsHybrid
AI/Neurosymbolic
AIRESTRICTED
DISTRIBUTION28
?2023
Gartner,
Inc.
and/or
itsaffiliates.
All
rights
reserved.Future
Capabilities
Focus
is
onGenAI,
techcapabilities
anddata
preparationGen
AI
CapabilitiesNew
Tech
CapabilitiesCustomLLMs/Domain-SpecificLLMNewComputing
ArchitectureMultimodalGenAINextGen
ConversationalAINextGen
Digital
TwinEdgeAIComputer
VisionGen
AICodingAdaptability
(Multiple
Languages)Agent-Based
Systems
(Langchain)KnowledgeGraphsInPlatformAutomationEmotion
AIIntegrationInformation
Diffusion
ModelsHybrid
AI/Neurosymbolic
AIRESTRICTED
DISTRIBUTION29
?2023
Gartner,
Inc.
and/or
itsaffiliates.
All
rights
reserved.Future
Capabilities
Focus
is
onGenAI,
techcapabilities
anddata
preparationGen
AI
CapabilitiesCustomLLMs/Domain-SpecificLLMNew
Tech
CapabilitiesData
preparationSynthetic
Data
GenerationInference
GenerationNewComputing
ArchitectureMultimodalGenAINextGen
ConversationalAINextGen
Digital
TwinEdgeAIGraph
TechComputer
VisionGen
AICodingAdaptability
(Multiple
Languages)Agent-Based
Systems
(Langchain)KnowledgeGraphsSemantic
SearchInPlatformAutomationEmotion
AIIntegrationDataSecurityAndPrivacyHomomorphic
EncryptionVector
DatabasesInformation
Diffusion
ModelsAutoLabelingHybrid
AI/Neurosymbolic
AIDataAugmentation
AndAnalysisDataLineageTracking
SystemsEnhanced
DataStoryTellingSolutionsEnhanced
ModelTesting
FrameworkRESTRICTED
DISTRIBUTION30
?2023
Gartner,
Inc.
and/or
itsaffiliates.
All
rights
reserved.Future
Capabilities
Focus
is
onGenAI,
techcapabilities
anddata
preparationGen
AI
CapabilitiesCustomLLMs/Domain-SpecificLLMNew
Tech
CapabilitiesData
preparationSynthetic
Data
GenerationInference
GenerationNewComputing
ArchitectureMultimodalGenAINextGen
ConversationalAINextGen
Digital
TwinEdgeAIGraph
TechComputer
VisionGen
AICodingAdaptability
(Multiple
Languages)Agent-Based
Systems
(Langchain)KnowledgeGraphsSemantic
SearchInPlatformAutomationEmotion
AIIntegrationDataSecurityAndPrivacyHomomorphic
EncryptionVector
DatabasesInformation
Diffusion
ModelsAutoLabelingHybrid
AI/Neurosymbolic
AIDataAugmentation
AndAnalysisDataLineageTracking
SystemsEnhanced
DataStoryTellingSolutionsEnhanced
ModelTesting
FrameworkIndustry/DomainSolutionsNextGen
DesignAndEngineeringNextGen
SensingTechnologiesAdvancement
InRoboticsAnd
Autonomous
SystemsIndustryFocused
QuantumMLAlgorithmsVerticalSpecificSolutionsAIForSecurityLowCodeNoCodeSoftwareDevelopmentRESTRICTED
DISTRIBUTION31
?2023
Gartner,
Inc.
and/or
itsaffiliates.
All
rights
reserved.Future
Capabilities
Focus
is
onGenAI,
techcapabilities
anddata
preparationGen
AI
CapabilitiesCustomLLMs/Domain-SpecificLLMNew
Tech
CapabilitiesData
preparationSynthetic
Data
GenerationInference
GenerationNewComputing
ArchitectureMultimodalGenAINextGen
ConversationalAINextGen
Digital
TwinEdgeAIGraph
TechComputer
VisionGen
AICodingAdaptability
(Multiple
Languages)Agent-Based
Systems
(Langchain)KnowledgeGraphsSemantic
SearchInPlatformAutomationEmotion
AIIntegrationDataSecurityAndPrivacyHomomorphic
EncryptionVector
DatabasesInformation
Diffusion
ModelsAutoLabelingHybrid
AI/Neurosymbolic
AIDataAugmentation
AndAnalysisDataLineageTracking
SystemsEnhanced
DataStoryTellingSolutionsEnhanced
ModelTesting
FrameworkImmersive
ExperiencesMetaverseIndustry/DomainSolutionsWeb3AIPowered
MetaverseAR/VRNextGen
DesignAndEngineeringNextGen
SensingTechnologiesAdvancement
InRoboticsAnd
Autonomous
SystemsIndustryFocused
QuantumMLAlgorithmsVerticalSpecificSolutionsAIForSecurityLowCodeNoCodeSoftwareDevelopmentRESTRICTED
DISTRIBUTION32
?2023
Gartner,
Inc.
and/or
itsaffiliates.
All
rights
reserved.Future
Capabilities
Focus
is
onGenAI,
techcapabilities
anddata
preparationGen
AI
CapabilitiesCustomLLMs/Domain-SpecificLLMNew
Tech
CapabilitiesData
preparationSynthetic
Data
GenerationInference
GenerationNewComputing
ArchitectureMultimodalGenAINextGen
ConversationalAINextGen
Digital
TwinEdgeAIGraph
TechComputer
VisionGen
AICodingAdaptability
(Multiple
Languages)Agent-Based
Systems
(Langchain)KnowledgeGraphsSemantic
SearchInPlatformAutomationEmotion
AIIntegrationDataSecurityAndPrivacyHomomorphic
EncryptionVector
DatabasesInformation
Diffusion
ModelsAutoLabelingHybrid
AI/Neurosymbolic
AIDataAugmentation
AndAnalysisDataLineageTracking
SystemsEnhanced
DataStoryTellingSolutionsEnhanced
ModelTesting
FrameworkImmersive
ExperiencesMetaverseIndustry/DomainSolutionsWeb3AIPowered
MetaverseAR/VRNextGen
DesignAndEngineeringNextGen
SensingTechnologiesAdvancement
InRoboticsAnd
Autonomous
SystemsIndustryFocused
QuantumMLAlgorithmsVerticalSpecificSolutionsSustainabilityResponsible
andEthical
AIESGExplainableAIModelBiodiversity
MonitoringAIForSecurityGovernance
and
ResponsibleAISustainableProduct/ServiceDeliveryLowCodeNoCodeSoftwareDevelopmentRESTRICTED
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Inc.
and/or
itsaffiliates.
All
rights
reserved.Recommendations?Become
an
AI-centricbusiness
byinvesting
inan
AI
centerofexcellence,responsible
AIand
GenAI
talentwhich
areall
criticalcomponents
tohelpyourclients
deploy
GenAIat
scale.?Prioritize
theleading
usecasessuchassummarization
andknowledgemanagement
asthey
bringclear
resultsand
ROI
foryourclients.?Developing
frameworksandbestpracticesforyourclients’
datascienceprogramsthatwill
enable
AIatscale.?Lead
the
AIservices
ecosystembyco-creatingnewassetssuchasdomain-specific
modelsandinvestinginstart-ups
thatwill
drive
moreinnovationRESTRICTED
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Inc.
and/or
itsaffiliates.
All
rights
reserved.Upcoming
andPublished
Research?
Emerging
Tech:
Top
Emerging
GenAIUseCasesin
AIServices?
Emerging
Tech:
AIService
Providers
Unlock
theValue
of
Generative
AI?
Emerging
Tech:
Top
usecasesin
AIServices?
Emerging
Tech:
Business
Value
Patternin
AIServices?
Emerging
tech:Specialized
Tech
innovators
in
AIServices?
Emergingtech:
Top
challenges
in
AIServices?
Forecast
Analysis:
Artificial
Intelligence
Services,2023-2027,
WorldwideRESTRICTED
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Inc.
and/or
itsaffiliates.
All
rights
reserved.Ask
thespeakerRESTRICTED
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Inc.
and/or
itsaffiliates.
All
rights
reserved.Gartner
Tech
Growth
&Innovation
ConferenceAt
this
year’s
conference,
learn
howto:March
20–21,
2024
|
Grapevine,
TXDesign
compelling
and
innovative
productand
service
experiences
using
strategies
andtactics
thatcreate
customer
impactGet
ready
tolearnhowtoacceleraterevenuegrowthefficiently
at
the
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