RROLEAAGENCYIIMPACTSSYSTEMSEEXPLORATIONHuman-AgenticBuildCapabilityScalePilotsPrepareDataGovernAIDriveAdoptionDriveROIRole RedesignUpskillingWorkflowsRedesign & ReskillPeople & CultureDiverse TeamEmployee AIHuman-Machine IntelligenceCareer PathsDigital HRAI LiteracyCentralised AISkillsMomentumCulture & ChangeBusiness CaseRemoving BarriersAlways-On ChangeAI-Ready CulturePurposeTransformation LeadershipCommunicationsEarly AdoptersAI StrategyMotivationStrategic VisionUrgencyPersonalised ChangeExperimentationAutomationSponsorshipStatus ChecksChange TriangleAbilityMaking It StickDeploy–Reshape–InventResource AllocationChange MeasurementPilotsOKRs & KPIsBusiness ImpactPerformanceUse-CasesAI MaturityShort-Term WinsRoadmapAssetsSequenced InvestmentsCapability-BuildingProcess MonetisationAI GovernanceOversightRisk & ComplianceIncident ReportingProhibited AITrustRisk ClassificationConformity AssessmentExplainabilityAI EthicsAdvisory CommitteeEthics DesignGovernanceRobustnessMonitoringAccountability EmbeddedSafetySustainabilityResponsible AIData PrivacyFairnessTransparencyAI PoliciesObligationsData StrategyData AccessibilityGenAIData DocumentationData GovernanceData QualityData ManagementData SharingData OwnershipData IntegrityEmbedded DataData ArchitectureData AssetsData FitnessCross-Functional CollaborationScaling AIModular ArchitectureMLOpsHyperautomationChange ImpactAgile ChangeDocumentationAI InventoryIntegrationAI EngineeringAI EcosystemsManaged ServicesManual Process LogsAI Model LifecycleReliabilitySecurityOperating ModelAgile OpsDistributed TechnologyScalable EnterpriseAI MaturityAwarenessBCG AI at ScaleBoomi ProcessDeloitteEU AI ActGartnerGoogleIBMKotterKPMGMcKinseyMITProsci

    Turn AI Ambition Into Organisational Momentum

    An Atlas of Scalable AI Transformation.

    • 135 years of organisational science
    • 80+ years of real-world practice
    • 12+ global frameworks
    • 111+ transformation levers

    Curated by Ina Catrinescu

    Synthesises twelve global frameworks

    BCG AI at ScaleBoomi Process Maturity LadderDeloitte Human-Centred ChangeEU AI ActIT Score for AICloud AI Adoption FrameworkEthics for AI8-StepTrusted AIRewiredCISR AI frameworkADKAR®

    Atlas Edition 2026 · v1.0 · Published June 2026

    About Future Positive Atlas

    Future Positive Atlas is a research hub mapping the signals of change shaping organisational transformation. Spanning both established practices and emerging innovations, the Atlas treats technological and institutional evolution as a continuous, interconnected system. By consolidating these signals into a unified visualisation, the project helps leaders, strategists, and change professionals reduce reactive decision-making, align their perspectives, and navigate the future with clarity.

    How to read the Atlas

    Each ring of the map answers a different question. The deeper you go, the more specific the answer.

    01 Centre · RAISE

    What dimension are we operating in?

    Five forces every transformation must hold open.

    02 Middle · Frameworks

    Which school speaks to it?

    Twelve global syntheses — the best of every major industry framework.

    03 Outer · Levers

    What is the specific move?

    Over one hundred transformation levers — the actual material of the work.

    Legend

    Solid lines — direct connections. Dashed lines — the gaps the field has not yet closed. Move from node to node. Each one opens a new view of the same question.

    References to third-party frameworks are nominative. Future Positive is not affiliated with or endorsed by the organisations referenced; all trademarks are the property of their respective owners. Sources are cited on the methodology page.