The Agentic State — Functional Layers for Public AdministrationRendition of goals & objectives implied by the GGTC white paper in valid StratML Part 1 format.[Submitter's Note: This StratML rendition was compiled from the source by ChatGPT and lightly edited in the XForm at https://stratml.us/forms2/Part1Form.xml]Global Government Technology Centre BerlinGGTC_a97d3ac2-ad0f-11f0-9dd3-e4bdf682ea00Agenda-setting hub connecting national GovTech ecosystems to global expertise.Luukas IlvesLead AuthorManuel KilianContributorTiago C. PeixotoContributorOtt VelsbergContributorPublic Sector LeadersSet priorities and ensure accountable adoption of agentic AI.Civil ServantsOperate hybrid human–AI teams to deliver outcomes.GovTech Vendors & Open-Source CommunitiesProvide platforms, models, and services in partnership with government.Civil Society & ResidentsBenefit from inclusive, proactive services and trustworthy oversight.Inclusive, trustworthy, and resilient public value realized through agentic AI across core functions._a97d3c98-ad0f-11f0-9dd3-e4bdf682ea00To operationalize agentic AI to improve services, workflows, regulation, leadership, workforce, technology, and procurement foundations._a97d3d74-ad0f-11f0-9dd3-e4bdf682ea00Artificial IntelligenceInclusivenessTrustworthinessResilienceService Delivery & User ExperienceReplace fragmented portals with self-composing, multimodal, and proactive services tailored to individual needs._a97d3dba-ad0f-11f0-9dd3-e4bdf682ea001Layer 1PersonalisationDeliver real-time, multimodal interactions in any language and tone matched to user context and ability._a97d3e00-ad0f-11f0-9dd3-e4bdf682ea001.1ProactivityInitiate outreach, guidance, and eligibility nudges that close gaps and increase inclusion._a97d3e46-ad0f-11f0-9dd3-e4bdf682ea001.2Self-compositionCompose end-to-end service flows across microservices from plain-language intent._a97d3f40-ad0f-11f0-9dd3-e4bdf682ea001.3Internal WorkflowsTransform manual casework into outcome-driven agentic operations with auditability and humans on the loop._a97d3f86-ad0f-11f0-9dd3-e4bdf682ea002Layer 2Unstructured Data HandlingInterpret and reason over PDFs, notes, and heterogeneous registries to reduce preprocessing burdens._a97d3fcc-ad0f-11f0-9dd3-e4bdf682ea002.1Outcome AutomationOrchestrate tasks across silos against explicit KPIs, escalating only edge cases._a97d4012-ad0f-11f0-9dd3-e4bdf682ea002.2Legitimacy & SafeguardsDefine confidence thresholds, escalation rules, and delegated authority for agentic acts._a97d404e-ad0f-11f0-9dd3-e4bdf682ea002.3Data Governance, Management & OperationsStitch public and private data with fine-grained consent to enable privacy-safe insight and innovation._a97d4094-ad0f-11f0-9dd3-e4bdf682ea003Layer 3Consent OrchestrationImplement granular permissions and provenance for cross-domain data use._a97d40da-ad0f-11f0-9dd3-e4bdf682ea003.1InteroperabilityAdopt schemas and APIs enabling secure linkage and reuse across registries and partners._a97d4120-ad0f-11f0-9dd3-e4bdf682ea003.2Insight EnablementProvide trusted analytics surfaces for policy, service, and market co-innovation._a97d41a2-ad0f-11f0-9dd3-e4bdf682ea003.3Crisis Response & ResilienceDetect weak signals, simulate scenarios, and coordinate machine-speed actions to protect lives and assets._a97d41e8-ad0f-11f0-9dd3-e4bdf682ea004Layer 4Signal DetectionMonitor multi-source data to surface emerging threats and cascading risks._a97d422e-ad0f-11f0-9dd3-e4bdf682ea004.1Scenario SimulationStress-test response options continuously and update contingency playbooks._a97d427e-ad0f-11f0-9dd3-e4bdf682ea004.2Coordinated ActuationTrigger automated, auditable interventions across agencies and vendors._a97d42c4-ad0f-11f0-9dd3-e4bdf682ea004.3Compliance & ReportingScan live data and apply risk-based oversight to replace red tape with real-time assurance._a97d4314-ad0f-11f0-9dd3-e4bdf682ea005Layer 5Live MonitoringAutomate checks from operational data feeds against policy and control frameworks._a97d4364-ad0f-11f0-9dd3-e4bdf682ea005.1Risk PrioritisationFocus reviews on anomalies and high-impact noncompliance._a97d43b4-ad0f-11f0-9dd3-e4bdf682ea005.2Burden ReductionEliminate duplicative reporting and shorten cycles with machine-generated narratives._a97d4404-ad0f-11f0-9dd3-e4bdf682ea005.3Policy & RulemakingContinuously retune rules and negotiate with markets in real time to reach targets sooner._a97d445e-ad0f-11f0-9dd3-e4bdf682ea006Layer 6Option Stress TestingModel impacts, trade-offs, and distributional effects before adoption._a97d44b8-ad0f-11f0-9dd3-e4bdf682ea006.1Continuous TuningUpdate parameters from live outcomes to reduce compliance lag._a97d4508-ad0f-11f0-9dd3-e4bdf682ea006.2Market InteractionEngage agents with market actors to align incentives and reduce societal drag._a97d4562-ad0f-11f0-9dd3-e4bdf682ea006.3LeadershipMake performance visible, surface hidden risks, and steer by impact rather than anecdote._a97d45bc-ad0f-11f0-9dd3-e4bdf682ea007Layer 7Impact TransparencyExpose outcome dashboards and risk heatmaps for executive decisions._a97d4616-ad0f-11f0-9dd3-e4bdf682ea007.1Portfolio AlignmentPrioritise initiatives by measurable public value and adjust quickly._a97d467a-ad0f-11f0-9dd3-e4bdf682ea007.2Governance AssuranceInstitute guardrails, audits, and ethical oversight for agentic systems._a97d46de-ad0f-11f0-9dd3-e4bdf682ea007.3Workforce & CultureCo-pilot routine tasks, democratise access to tech, and accelerate organisational learning and change._a97d4738-ad0f-11f0-9dd3-e4bdf682ea008Layer 8Copilot AdoptionDeploy assistants for drafting, analysis, coding, and case support._a97d479c-ad0f-11f0-9dd3-e4bdf682ea008.1UpskillingProvide role-specific training and patterns for safe, effective agent use._a97d48b4-ad0f-11f0-9dd3-e4bdf682ea008.2Change EnablementEmbed new practices for hybrid teams and measure cultural adoption._a97d4922-ad0f-11f0-9dd3-e4bdf682ea008.3Technology StackOrchestrate agents on modular identity-to-compute platforms that enable elasticity, oversight, and new capabilities._a97d4986-ad0f-11f0-9dd3-e4bdf682ea009Layer 9Platform ModularityAdopt composable components for identity, data, models, and runtime._a97d4a1c-ad0f-11f0-9dd3-e4bdf682ea009.1ObservabilityEnsure tracing, logging, evaluation, and guardrails for agent actions._a97d4a80-ad0f-11f0-9dd3-e4bdf682ea009.2Cost ElasticityScale compute and storage to deliver low marginal costs per service._a97d4aee-ad0f-11f0-9dd3-e4bdf682ea009.3Public ProcurementShift to outcome-based contracting where agents auto-tender, evaluate, and pay for measurable results._a97d4b84-ad0f-11f0-9dd3-e4bdf682ea0010Layer 10Outcome PricingAdopt per-transaction, per-outcome, or marginal-cost models for agentic services._a97d4bf2-ad0f-11f0-9dd3-e4bdf682ea0010.1SME EnablementShorten procurement cycles and expand access for smaller innovators._a97d4c6a-ad0f-11f0-9dd3-e4bdf682ea0010.2SMEsContract AutomationAutomate tendering, evaluation, and milestone payments with full audit trails._a97d4cd8-ad0f-11f0-9dd3-e4bdf682ea0010.32025-10-19https://www.globalgovtechcentre.org/about-whitepaper#contentOwenAmburOwen.Ambur@verizon.net