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TheGartnerTopTrendsinData&

Analyticsfor2023

ConnectwithGartner

GarethHerschel

VPAnalyst

ThePower

ofTrends

Source:GettyImages

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Trends

Changes

Blips

?

RecognizingInflectionPoints

—Trends,ChangesorBlips?

!

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TheImpactofNewTechnologiesisUncertain

TechnologyChangesUnevenly

Effect

WeThinkLinearly

“We…overestimatetheeffect…

intheshortrun

Andunderestimatetheeffectinthe

longrun.”

—RoyAmara,Co-Founder:InstitutefortheFuture

Time

ValueOptimizationRegionalD&AEcosystem

CollaborativeAnalytics

DistributedEcosystemofDataandModel

DataFabric

FocusonLiteracy(Understanding)InsteadofBehavior(Culture)FinOps/FinancialGovernance

AIGovernanceMultistructuredAnalytics

MetricsManagement

HeadlessBI

GeospatialAnalyticsValueStreamManagementWorkstyleAnalytics

ManagingYourAIRisk

Agent-BasedSystems

DataSharing

isEssential

SimulationCitizen

Observability

MetadataInterchangeStandardsAcrossVendors

DataEngineeringD&AShiftFromaDataPipelinetoaDataProduct

SustainabilityDigitalTwins

Privacy-AwareAI

ObservableData,AnalyticsandAISystemsOperationalAISystems

ComputerVision

Practical

DataFabric

APracticalDecentralized

DataOps

Convergedand

Composable

Ecosystems

DataMesh

InfiniteDataReuse&Reshare

NeurocentricD&A

DataLakehouseEmergentAI

TalentShortage

Consumers

BecomeCreators

D&AasaCoreBusinessFunctionMetricsLayer

ModularityandConsequentialComposabilityforD&AConnectedGovernance

7

ContextualAwarenessStreamAnalytics

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AI-FirstSecurityPolicy

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“Don’tForgettheHumans”

ConsumersBecomeCreators

DrivingValueatScale

ManagingYourAIRisk

HumansRemaintheDecisionMakers

“ThinkLike

aBusiness”

ValueOptimization

DataSharingisEssential

Observability

D&ASustainability

ConvergedandComposableEcosystems

Practical

DataFabric

EmergentAI

“FromPlatforms

toEcosystems”

DrivingValueatScale

“ThinkLike

aBusiness”

“Don’tForgettheHumans”

“FromPlatforms

toEcosystems”

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DrivingValueatScale

ManagingYourAIRisk

“ThinkLike

aBusiness”

ValueOptimization

D&A

Sustainability

Observability

DataSharing

isEssential

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Theme1—ThinkLikeaBusiness

“ThinkLike

aBusiness”

ValueOptimization

ManagingYourAIRisk

D&A

Sustainability

Observability

DataSharing

isEssential

WhatThisMeans:

D&Acandeliverthemostvaluewhenitactsasabusinessratherthanasupportingbusinessfunction:

?Beproactivenotreactive.

?Dataandanalyticsasaproducttobe“sold”totherestoftheorganization.

?Owningresponsibilityfordataandanalyticsassetsandoutcomes.

?Balancingcostofdeliverywiththevaluedelivered.

Value

1

Optimization

WhatYouShouldDo:

?CreateaclearlinkbetweenD&Ainitiativesandbusinessvalue

?Optimizeresource-allocationdecisionsbycreatingaconsistentapproachtoscoring

investmentoptions

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Managing2

YourAIRisk

WhatYouShouldDo:

?EstablishanAIgovernance/ethicsboardtoprovideguidance,monitorAIactivitiesandresolveissuesbasedon

aclearsetofprinciplesand

practicalguidelines.

?CreateawarenessandbuildskillsforeffectiveAIriskmanagement,supportedbytechnologyfore.g.,modelmonitoring,fairnesstestingandprivacyenhancement.

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Observability3

WhatYouShouldDo:

BigBrother

IsWatchingYou

?Understandcurrentstatebasedon

themovement,accessandutilization

ofdataandanalyticssothatyoucan

proactivelylearn,understandand

visualizeoutcomesandbeproactive

inoperatingefficientlyandatreduced

costs.

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DataSharingis4

Essential

WhatYouShouldDo:

?Adoptdatafabricdesigntoenableasinglearchitecturefordatasharing.

?Establishtrustindatathroughautomatedmechanismsandmetricsfromactivemetadatainsights,augmenteddatacatalogsandautomateddataqualitymetrics.

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Source:UN

D&A5

Sustainability

WhatYouShouldDo:

?PrioritizeorstartinitiativesthatoptimizeoperationstoboostsustainabilityandESGgoals.

?RaiseawarenessinD&AandAIteamsabouttheirownimpactonsustainability.Fostertheuseofobservabilitytomonitorenergyconsumptionandadoptemergingpracticestoimproveenergyefficiency.

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DrivingValueatScale

“ThinkLike

aBusiness”

ValueOptimization

ManagingYourAIRisk

“Don’tForgettheHumans”

DataSharing

isEssential

Observability

D&A

Sustainability

“FromPlatforms

toEcosystems”

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“Don’tForgettheHumans”

DataSharingisEssential

Observability

ConvergedandComposableEcosystems

D&ASustainability

Practical

DataFabric

EmergentAI

“FromPlatforms

toEcosystems”

DrivingValueatScale

“ThinkLike

aBusiness”

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Theme2—FromPlatformstoEcosystems

WhatThisMeans:

D&Aecosystemsrecognizetheconnectivityofnotjusttechnicalplatforms,

butthebroaderroleandconnectivityofD&A:

?Increasinglycomprehensiveandintegratedend-to-endarchitecturesmakeaddingnewcapabilitieslesscostly

?Betterunderstandingandsharingofresourcesandcapabilitiesenablesgreatervaluetobecreated

?IntegrationofD&Aintotheorganizationandsocietalecosystemhasbroadanddiverseimpact

Observability

DataSharing

isEssential

D&A

Sustainability

PracticalDataFabric

Convergedand

Composable

Ecosystems

EmergentAI

“FromPlatforms

toEcosystems”

Claims

Compounds

Customers

Products

DataFabric

Practical6

DataFabric

WhatYouShouldDo:

?Targetpracticaldatafabricopportunitiesbyfocusingonbusinessusecasesorspecifictypesofmetadatacaptured.

?Beginbymonitoringhowdataisused,andleveragediscoverytoolstolookfornewandunexpectedusesofdata.

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EmergentAI7

WhatYouShouldDo:

?(Re)assessopportunitiesforAIusecases,keepinginmindthatemergentAIcanneedlessdataandcandealwithgreatercomplexitythanbefore.

?As‘AIjoinstheteam,’impactingroles,activitiesandprocesses,makesurethatchangemanagementandHRaspectsarefullyaddressedin

AIinitiatives.

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Convergedand8

Composable

Ecosystem

WhatYouShouldDo:

?Enforceyourtechnologyarchitecturetobemodularandevolveyour

applicationsintocreating

buildingblocks.

?Leverageyourexistingcapabilities,processesandtechnologiestodevelopabaselineandenhancethemtobemoremodularandreusable,andprovidegreateragility.

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D&A

Sustainability

ManagingYourAIRisk

“Don’tForgettheHumans”

EmergentAI

Observability

ConvergedandComposableEcosystems

DataSharing

isEssential

Practical

DataFabric

“FromPlatforms

toEcosystems”

DrivingValueatScale

“ThinkLike

aBusiness”

ValueOptimization

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“Don’tForgettheHumans”

ConsumersBecomeCreators

DrivingValueatScale

ManagingYourAIRisk

HumansRemaintheDecisionMakers

“ThinkLike

aBusiness”

ValueOptimization

DataSharingisEssential

Observability

D&ASustainability

ConvergedandComposableEcosystems

Practical

DataFabric

EmergentAI

“FromPlatforms

toEcosystems”

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WhatThisMeans:

Dataandanalyticsissometimesseenasanefforttoremovethehumanelementsfromdecisionmaking.AbalancedviewofD&Arequires:

?DrivingadoptionofD&Abyworkingwithbusinessuserstoensureaccessibility,trustandrelevancetobusinessusers.

?Recognizinghuman

involvementacrosstherangeofdecisionmaking,fromdecisionsupporttodecisionsettingthecontextfordecisionautomation.

?EnsuringD&Adeploymentsconsidermultipleaspectsofrisk.

Theme3—Don’tForgettheHumans

ManagingYourAIRisk

HumansRemaintheDecisionMakers

D&A

Sustainability

“Don’tForgettheHumans”

EmergentAI

ConsumersBecomeCreators

9

Consumers

BecomeCreators

WhatYouShouldDo:

?Experimentwithnewaugmented,conversationalandembeddedexperiencesforconsumers.

?Inspireuserstomakethebehavioralchangesbymakingitclearwhat’sinitforthem.

?Buildtrustinblack-boxmodels.

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HumansRemain10

theDecisionMakers

WhatYouShouldDo:

?Donotlimitdecisionintelligenceeffortstocomplexdecisionsthatcanbeautomated.Decisionintelligenceisatleastasvaluabletodecisionsupportusecases.

?Designdataliteracyprogramstoincludeeducationaboutcombiningdataandanalyticswithhumandecision-makingskills.

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“Don’tForgettheHumans”

ConsumersBecomeCreators

DrivingValueatScale

ManagingYourAIRisk

HumansRemaintheDecisionMakers

“ThinkLike

aBusiness”

ValueOptimization

DataSharingisEssential

Observability

D&ASustainability

ConvergedandComposableEcosystems

Practical

DataFabric

EmergentAI

“FromPlatforms

toEcosystems”

DoestheTrend…

Ignore

Match

YourRisk

Tolerance?

Track

Match

Your

Needs?

Pilot

Adopt

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PlayingItSafeDoesn’tMeanIgnoringtheTrends;

DoingAnythingCanBeBetterThanDoingNothing

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“PlansAreNothing;PlanningIsEverything”

BenefitsofPlanningExercises

1.UnderstandOpportunities/Problems

2.ClarifyOutofScope

3.ConnectStakeholders

4.AgreeonPriorities&Objectives

5.IdentifytheConstraints

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AnalystsWhoCoverTheseTrends

1.ValueOptimization—RitaSallam,AlanDuncan,DavidPidsley,AndrewWhite

2.ManagingYourAIRisk—PieterdenHamer,SvetlanaSicular,SumitAgarwal,AvivahLitan

3.DataSharingisEssential—ThorntonCraig,LydiaCloughertyJones,LydiaFerguson,AndrewWhite

4.D&ASustainability—PieterdenHamer,GabrieleRigon,ErickBrethenoux

5.Observability—RamkeRamakrishnan,AnkushJain,SumitPal,JasonMedd

6.PracticalDataFabric—ThorntonCraig,RobertThanaraj,MayankTalwar,MarkBeyer

7.EmergentAI—PieterdenHamer,ErickBrethenoux,SumitAgarwal

8.ConvergedandComposableEcosystems—RamkeRamakrishnan,JulianSun,AdamRonthal,DonaldFeinberg,CarlieIdoine

9.ConsumersBecomeCreators—RitaSallam,DavidPidsley,GeorgiaO'Callaghan,JulianSun

10.HumansRemaintheDecisionMakers—GarethHerschel,DavidPidsley,ErickBrethenoux,RoySchulte,PieterdenHamer

Askthespeaker

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GartnerData&Analytics

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