Use cases

Europese Use Case Catalogus

Een gestructureerde catalogus van 284 operationele AI-use-cases voor Europa's gereguleerde en strategische sectoren — hoe NeuroCluster data, modellen, enterprise-context, governance en workflows verbindt tot evidence-linked besluiten en bestuurde operationele actie.

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284 / 284 use cases

ID	Use case	Sector	Subdomein	NeuroCluster pattern
UC-001	Congestion Forecasting	Energy & grid	Grid planning and congestion	forecasting models and scenario simulation
UC-002	Grid-Capacity Forecasting	Energy & grid	Grid planning and congestion	forecasting models and scenario simulation
UC-003	Constraint Identification	Energy & grid	Grid planning and congestion	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-004	Network Bottleneck Discovery	Energy & grid	Grid planning and congestion	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-005	Connection-Request Prioritisation	Energy & grid	Grid planning and congestion	multi-criteria scoring, explainable ranking and approval workflow
UC-006	Reinforcement Planning	Energy & grid	Grid planning and congestion	scenario modelling, optimisation and decision-support workflows
UC-007	Cross-Border Capacity Optimisation	Energy & grid	Grid planning and congestion	constraint optimisation, simulation and ranked recommendations
UC-008	Flexibility-Market Coordination	Energy & grid	Grid planning and congestion	shared ontology, event-driven workflow and multi-party task orchestration
UC-009	Congestion-Management Recommendations	Energy & grid	Grid planning and congestion	workflow orchestration, task ownership and outcome tracking
UC-010	Demand-Response Orchestration	Energy & grid	Grid planning and congestion	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-011	Renewable-Curtailment Reduction	Energy & grid	Grid planning and congestion	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-012	Battery And Storage Dispatch	Energy & grid	Grid planning and congestion	optimisation, forecasting and governed workflow execution
UC-013	Dynamic Line-Rating Intelligence	Energy & grid	Grid planning and congestion	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-014	Transformer-Loading Optimisation	Energy & grid	Grid planning and congestion	constraint optimisation, simulation and ranked recommendations
UC-015	Grid-Scenario Simulation	Energy & grid	Grid planning and congestion	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-016	Investment Prioritisation	Energy & grid	Grid planning and congestion	multi-criteria scoring, explainable ranking and approval workflow
UC-017	Spatial Planning And Permitting Intelligence	Energy & grid	Grid planning and congestion	scenario modelling, optimisation and decision-support workflows
UC-018	Predictive Maintenance	Energy & grid	Asset management	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-019	Asset-Health Scoring	Energy & grid	Asset management	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-020	Failure Probability	Energy & grid	Asset management	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-021	Remaining Useful Life	Energy & grid	Asset management	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-022	Work-Order Prioritisation	Energy & grid	Asset management	multi-criteria scoring, explainable ranking and approval workflow
UC-023	Spare-Parts Optimisation	Energy & grid	Asset management	constraint optimisation, simulation and ranked recommendations
UC-024	Field-Service Planning	Energy & grid	Asset management	scenario modelling, optimisation and decision-support workflows
UC-025	Inspection Scheduling	Energy & grid	Asset management	computer vision, anomaly scoring and inspection workflow
UC-026	Drone-Image Asset Recognition	Energy & grid	Asset management	computer vision, geospatial context and evidence review
UC-027	Thermal-Image Analysis	Energy & grid	Asset management	analytics, graph reasoning, retrieval and evidence-linked summaries
UC-028	Corrosion And Structural-Defect Detection	Energy & grid	Asset management	anomaly detection, classification and evidence linking
UC-029	Vegetation-Management Intelligence	Energy & grid	Asset management	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-030	Substation Anomaly Detection	Energy & grid	Asset management	anomaly detection, classification and evidence linking
UC-031	Offshore-Platform Asset Intelligence	Energy & grid	Asset management	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-032	Cable And Interconnector Monitoring	Energy & grid	Asset management	stream analytics, event correlation and threshold management
UC-033	Digital-Twin Integration	Energy & grid	Asset management	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-034	Evidence-Based Maintenance Decisions	Energy & grid	Asset management	permission-aware retrieval, agent orchestration and human approval
UC-035	Control-Room Copilot	Energy & grid	Grid operations	permission-aware retrieval, agent orchestration and human approval
UC-036	Alarm Correlation	Energy & grid	Grid operations	temporal correlation, topology-aware reasoning and case creation
UC-037	Incident Triage	Energy & grid	Grid operations	classification, severity scoring and governed assignment
UC-038	Root-Cause Analysis	Energy & grid	Grid operations	analytics, graph reasoning, retrieval and evidence-linked summaries
UC-039	Outage Restoration	Energy & grid	Grid operations	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-040	System-State Summarisation	Energy & grid	Grid operations	source-grounded summarisation and structured evidence extraction
UC-041	Operational-Procedure Retrieval	Energy & grid	Grid operations	permission-aware search, RAG and source citation
UC-042	Lessons-Learned Intelligence	Energy & grid	Grid operations	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-043	Shift-Handover Assistance	Energy & grid	Grid operations	permission-aware retrieval, agent orchestration and human approval
UC-044	Weather-Impact Prediction	Energy & grid	Grid operations	time-series and probabilistic prediction
UC-045	Cascading-Failure Scenario Analysis	Energy & grid	Grid operations	analytics, graph reasoning, retrieval and evidence-linked summaries
UC-046	Human-Governed Remedial-Action Recommendations	Energy & grid	Grid operations	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-047	Resilience And Restoration Planning	Energy & grid	Grid operations	scenario modelling, optimisation and decision-support workflows
UC-048	Load And Generation Forecasting	Energy & grid	Energy markets	forecasting models and scenario simulation
UC-049	Imbalance Forecasting	Energy & grid	Energy markets	forecasting models and scenario simulation
UC-050	Market Anomaly Detection	Energy & grid	Energy markets	anomaly detection, classification and evidence linking
UC-051	Bidding-Support Analytics	Energy & grid	Energy markets	contextual retrieval, recommendations and human-in-the-loop workflow
UC-052	Redispatch Optimisation	Energy & grid	Energy markets	constraint optimisation, simulation and ranked recommendations
UC-053	Renewable Integration	Energy & grid	Energy markets	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-054	Flexibility Valuation	Energy & grid	Energy markets	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-055	Balancing-Resource Coordination	Energy & grid	Energy markets	shared ontology, event-driven workflow and multi-party task orchestration
UC-056	Energy-Trading Compliance	Energy & grid	Energy markets	rule mapping, evidence extraction, decision records and approval workflow
UC-057	Market-Abuse Detection	Energy & grid	Energy markets	anomaly detection, classification and evidence linking
UC-058	Cross-Border Market Intelligence	Energy & grid	Energy markets	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-059	Combined OT Telemetry And Network-Event Analysis	Energy & grid	Cyber-physical resilience	analytics, graph reasoning, retrieval and evidence-linked summaries
UC-060	Cyberattack Detection In Renewable Infrastructure	Energy & grid	Cyber-physical resilience	anomaly detection, classification and evidence linking
UC-061	Abnormal Control-Behaviour Detection	Energy & grid	Cyber-physical resilience	anomaly detection, classification and evidence linking
UC-062	Physical And Cyber Incident Fusion	Energy & grid	Cyber-physical resilience	event fusion, graph correlation and confidence scoring
UC-063	Critical-Vulnerability Prioritisation	Energy & grid	Cyber-physical resilience	multi-criteria scoring, explainable ranking and approval workflow
UC-064	Dependency Mapping	Energy & grid	Cyber-physical resilience	knowledge graph, topology analysis and impact propagation
UC-065	NIS2 Evidence Assembly	Energy & grid	Cyber-physical resilience	rule mapping, evidence extraction, decision records and approval workflow
UC-066	Crisis-Management Decision Support	Energy & grid	Cyber-physical resilience	contextual retrieval, recommendations and human-in-the-loop workflow
UC-067	Supply-Chain Risk Analysis	Energy & grid	Cyber-physical resilience	analytics, graph reasoning, retrieval and evidence-linked summaries
UC-068	Datacentre-Grid Capacity Coordination	Energy & grid	Datacentres and energy	shared ontology, event-driven workflow and multi-party task orchestration
UC-069	Workload Scheduling Around Power Availability	Energy & grid	Datacentres and energy	optimisation, forecasting and governed workflow execution
UC-070	Performance-Per-Watt Optimisation	Energy & grid	Datacentres and energy	constraint optimisation, simulation and ranked recommendations
UC-071	Carbon-Aware AI Inference	Energy & grid	Datacentres and energy	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-072	Waste-Heat Integration	Energy & grid	Datacentres and energy	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-073	Renewable-Power Matching	Energy & grid	Datacentres and energy	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-074	Grid-Flexible Compute	Energy & grid	Datacentres and energy	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-075	Datacentre Siting Intelligence	Energy & grid	Datacentres and energy	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-076	Tripartite Planning Between Datacentres, Energy Actors And Authorities	Energy & grid	Datacentres and energy	scenario modelling, optimisation and decision-support workflows
UC-077	Force-Readiness Assessment	Defence & civil protection	Defence readiness	rules, scoring, evidence aggregation and human review
UC-078	Equipment-Availability Intelligence	Defence & civil protection	Defence readiness	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-079	Maintenance Prioritisation	Defence & civil protection	Defence readiness	multi-criteria scoring, explainable ranking and approval workflow
UC-080	Spare-Parts And Inventory Planning	Defence & civil protection	Defence readiness	scenario modelling, optimisation and decision-support workflows
UC-081	Logistics Bottleneck Identification	Defence & civil protection	Defence readiness	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-082	Supply-Chain Resilience	Defence & civil protection	Defence readiness	graph analytics, scoring, scenarios and action tracking
UC-083	Personnel And Training Readiness	Defence & civil protection	Defence readiness	graph analytics, scoring, scenarios and action tracking
UC-084	Infrastructure-Readiness Assessment	Defence & civil protection	Defence readiness	rules, scoring, evidence aggregation and human review
UC-085	Mission-Support Planning	Defence & civil protection	Defence readiness	scenario modelling, optimisation and decision-support workflows
UC-086	After-Action Review And Lessons Learned	Defence & civil protection	Defence readiness	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-087	Operational-Document Intelligence	Defence & civil protection	Defence readiness	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-088	Doctrine And Procedure Retrieval	Defence & civil protection	Defence readiness	permission-aware search, RAG and source citation
UC-089	Coalition Interoperability	Defence & civil protection	Defence readiness	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-090	Capability-Gap Analysis	Defence & civil protection	Defence readiness	analytics, graph reasoning, retrieval and evidence-linked summaries
UC-091	Procurement And Programme Intelligence	Defence & civil protection	Defence readiness	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-092	Multi-Source Intelligence Fusion	Defence & civil protection	Situational awareness	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-093	Geospatial And Satellite-Image Analysis	Defence & civil protection	Situational awareness	analytics, graph reasoning, retrieval and evidence-linked summaries
UC-094	Maritime-Domain Awareness	Defence & civil protection	Situational awareness	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-095	Airspace And Border Awareness	Defence & civil protection	Situational awareness	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-096	Sensor-Event Correlation	Defence & civil protection	Situational awareness	temporal correlation, topology-aware reasoning and case creation
UC-097	Open-Source Intelligence Analysis	Defence & civil protection	Situational awareness	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-098	Infrastructure-Risk Monitoring	Defence & civil protection	Situational awareness	stream analytics, event correlation and threshold management
UC-099	Disinformation Pattern Analysis	Defence & civil protection	Situational awareness	analytics, graph reasoning, retrieval and evidence-linked summaries
UC-100	Crisis And Conflict Early Warning	Defence & civil protection	Situational awareness	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-101	Common Operational-Picture Support	Defence & civil protection	Situational awareness	contextual retrieval, recommendations and human-in-the-loop workflow
UC-102	Evidence-Linked Analytical Assessments	Defence & civil protection	Situational awareness	rules, scoring, evidence aggregation and human review
UC-103	Drone-Image Object And Infrastructure Recognition	Defence & civil protection	Autonomous systems and drones	computer vision, geospatial context and evidence review
UC-104	Fleet-Health And Maintenance	Defence & civil protection	Autonomous systems and drones	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-105	Route-Risk Analysis	Defence & civil protection	Autonomous systems and drones	analytics, graph reasoning, retrieval and evidence-linked summaries
UC-106	Autonomous-System Test Evidence	Defence & civil protection	Autonomous systems and drones	rule mapping, evidence extraction, decision records and approval workflow
UC-107	Counter-Drone Detection And Classification	Defence & civil protection	Autonomous systems and drones	anomaly detection, classification and evidence linking
UC-108	Human-Machine Teaming	Defence & civil protection	Autonomous systems and drones	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-109	Simulation And Training	Defence & civil protection	Autonomous systems and drones	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-110	Mission-Rehearsal Support	Defence & civil protection	Autonomous systems and drones	contextual retrieval, recommendations and human-in-the-loop workflow
UC-111	Governance And Audit Of Autonomous Systems	Defence & civil protection	Autonomous systems and drones	policy-as-code, approvals, evidence, evaluation and lifecycle controls
UC-112	Cyber-Threat Intelligence Fusion	Defence & civil protection	Cyber defence	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-113	Vulnerability Prioritisation	Defence & civil protection	Cyber defence	multi-criteria scoring, explainable ranking and approval workflow
UC-114	Defensive Incident Triage	Defence & civil protection	Cyber defence	classification, severity scoring and governed assignment
UC-115	Attack-Path Analysis	Defence & civil protection	Cyber defence	analytics, graph reasoning, retrieval and evidence-linked summaries
UC-116	Secure-Software Evidence	Defence & civil protection	Cyber defence	rule mapping, evidence extraction, decision records and approval workflow
UC-117	Supply-Chain Cybersecurity	Defence & civil protection	Cyber defence	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-118	Critical-Infrastructure Cyber-Physical Monitoring	Defence & civil protection	Cyber defence	stream analytics, event correlation and threshold management
UC-119	Human-Approved Defensive Response Recommendations	Defence & civil protection	Cyber defence	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-120	Cross-Organisation Information Sharing	Defence & civil protection	Cyber defence	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-121	Post-Incident Evidence Assembly	Defence & civil protection	Cyber defence	rule mapping, evidence extraction, decision records and approval workflow
UC-122	Disaster-Response Coordination	Defence & civil protection	Civil protection	shared ontology, event-driven workflow and multi-party task orchestration
UC-123	Flood And Wildfire Intelligence	Defence & civil protection	Civil protection	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-124	Emergency-Resource Allocation	Defence & civil protection	Civil protection	optimisation, forecasting and governed workflow execution
UC-125	Evacuation Planning	Defence & civil protection	Civil protection	scenario modelling, optimisation and decision-support workflows
UC-126	Infrastructure-Impact Assessment	Defence & civil protection	Civil protection	rules, scoring, evidence aggregation and human review
UC-127	Crisis-Logistics Coordination	Defence & civil protection	Civil protection	shared ontology, event-driven workflow and multi-party task orchestration
UC-128	Emergency-Call And Incident Triage	Defence & civil protection	Civil protection	classification, severity scoring and governed assignment
UC-129	Cross-Agency Situational Awareness	Defence & civil protection	Civil protection	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-130	Humanitarian Supply-Chain Planning	Defence & civil protection	Civil protection	scenario modelling, optimisation and decision-support workflows
UC-131	Policy And Legislative Intelligence	Public sector	Government and administration	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-132	Permit And Licence Processing	Public sector	Government and administration	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-133	Infrastructure-Permit Acceleration	Public sector	Government and administration	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-134	Grant-Application Triage	Public sector	Government and administration	classification, severity scoring and governed assignment
UC-135	Subsidy Fraud And Error Detection	Public sector	Government and administration	anomaly detection, classification and evidence linking
UC-136	Public-Procurement Intelligence	Public sector	Government and administration	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-137	Contract Risk And Supplier Monitoring	Public sector	Government and administration	stream analytics, event correlation and threshold management
UC-138	Public Consultation Analysis	Public sector	Government and administration	analytics, graph reasoning, retrieval and evidence-linked summaries
UC-139	Case-File Summarisation	Public sector	Government and administration	source-grounded summarisation and structured evidence extraction
UC-140	Citizen-Service Routing	Public sector	Government and administration	intent classification, entitlement checks and workflow routing
UC-141	Objection And Appeal Processing	Public sector	Government and administration	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-142	Environmental-Impact Assessment	Public sector	Government and administration	rules, scoring, evidence aggregation and human review
UC-143	Regulatory Inspection Planning	Public sector	Government and administration	scenario modelling, optimisation and decision-support workflows
UC-144	Tax And Customs Intelligence	Public sector	Government and administration	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-145	Social-Benefit Case Support	Public sector	Government and administration	contextual retrieval, recommendations and human-in-the-loop workflow
UC-146	Immigration And Document Processing With Strict Rights Safeguards	Public sector	Government and administration	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-147	Emergency-Management Coordination	Public sector	Government and administration	shared ontology, event-driven workflow and multi-party task orchestration
UC-148	Public-Asset Management	Public sector	Government and administration	workflow orchestration, task ownership and outcome tracking
UC-149	Municipal Planning	Public sector	Government and administration	scenario modelling, optimisation and decision-support workflows
UC-150	Digital-Sovereignty Control	Public sector	Government and administration	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-151	Government Knowledge Management	Public sector	Government and administration	workflow orchestration, task ownership and outcome tracking
UC-152	Public-Sector Workforce Assistance	Public sector	Government and administration	permission-aware retrieval, agent orchestration and human approval
UC-153	Ministerial And Parliamentary Evidence Retrieval	Public sector	Government and administration	permission-aware search, RAG and source citation
UC-154	Cross-Agency Data And Decision Coordination	Public sector	Government and administration	shared ontology, event-driven workflow and multi-party task orchestration
UC-155	Fraud Detection And Investigation	Financial services	Financial operations and risk	anomaly detection, classification and evidence linking
UC-156	Payment-Fraud Intelligence	Financial services	Financial operations and risk	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-157	Anti-Money-Laundering Case Support	Financial services	Financial operations and risk	contextual retrieval, recommendations and human-in-the-loop workflow
UC-158	Sanctions-Screening Investigation	Financial services	Financial operations and risk	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-159	Transaction-Monitoring Optimisation	Financial services	Financial operations and risk	stream analytics, event correlation and threshold management
UC-160	Liquidity Forecasting	Financial services	Financial operations and risk	forecasting models and scenario simulation
UC-161	Collateral Optimisation	Financial services	Financial operations and risk	constraint optimisation, simulation and ranked recommendations
UC-162	Treasury Intelligence	Financial services	Financial operations and risk	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-163	Operational-Resilience Monitoring	Financial services	Financial operations and risk	stream analytics, event correlation and threshold management
UC-164	DORA Evidence	Financial services	Financial operations and risk	rule mapping, evidence extraction, decision records and approval workflow
UC-165	Regulatory Reporting	Financial services	Financial operations and risk	rule mapping, evidence extraction, decision records and approval workflow
UC-166	Compliance Change Management	Financial services	Financial operations and risk	workflow orchestration, task ownership and outcome tracking
UC-167	Risk Aggregation	Financial services	Financial operations and risk	graph analytics, scoring, scenarios and action tracking
UC-168	Credit-Review Support	Financial services	Financial operations and risk	contextual retrieval, recommendations and human-in-the-loop workflow
UC-169	Insurance Claims Triage	Financial services	Financial operations and risk	classification, severity scoring and governed assignment
UC-170	Underwriting Support	Financial services	Financial operations and risk	contextual retrieval, recommendations and human-in-the-loop workflow
UC-171	Complaint Processing	Financial services	Financial operations and risk	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-172	Financial-Crime Network Analysis	Financial services	Financial operations and risk	analytics, graph reasoning, retrieval and evidence-linked summaries
UC-173	Payment-Operations Intelligence	Financial services	Financial operations and risk	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-174	Reconciliation And Exception Handling	Financial services	Financial operations and risk	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-175	Clearing And Settlement Operations	Financial services	Financial operations and risk	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-176	Member And Counterparty Intelligence	Financial services	Financial operations and risk	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-177	Human-Governed Decision Support	Financial services	Financial operations and risk	contextual retrieval, recommendations and human-in-the-loop workflow
UC-178	Production Planning	Industrial & manufacturing	Industrial operations	scenario modelling, optimisation and decision-support workflows
UC-179	Factory Bottleneck Detection	Industrial & manufacturing	Industrial operations	anomaly detection, classification and evidence linking
UC-180	Predictive Maintenance	Industrial & manufacturing	Industrial operations	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-181	Quality Inspection	Industrial & manufacturing	Industrial operations	computer vision, anomaly scoring and inspection workflow
UC-182	Computer-Vision Defect Detection	Industrial & manufacturing	Industrial operations	anomaly detection, classification and evidence linking
UC-183	Process Optimisation	Industrial & manufacturing	Industrial operations	constraint optimisation, simulation and ranked recommendations
UC-184	Energy Optimisation	Industrial & manufacturing	Industrial operations	constraint optimisation, simulation and ranked recommendations
UC-185	Yield Improvement	Industrial & manufacturing	Industrial operations	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-186	Root-Cause Analysis	Industrial & manufacturing	Industrial operations	analytics, graph reasoning, retrieval and evidence-linked summaries
UC-187	Supply-Chain Risk	Industrial & manufacturing	Industrial operations	graph analytics, scoring, scenarios and action tracking
UC-188	Supplier Intelligence	Industrial & manufacturing	Industrial operations	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-189	Production Scheduling	Industrial & manufacturing	Industrial operations	optimisation, forecasting and governed workflow execution
UC-190	Workforce Knowledge	Industrial & manufacturing	Industrial operations	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-191	Engineering-Change Intelligence	Industrial & manufacturing	Industrial operations	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-192	Bill-Of-Materials Intelligence	Industrial & manufacturing	Industrial operations	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-193	Product Compliance	Industrial & manufacturing	Industrial operations	rule mapping, evidence extraction, decision records and approval workflow
UC-194	Digital Product Passports	Industrial & manufacturing	Industrial operations	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-195	Safety-Event Analysis	Industrial & manufacturing	Industrial operations	analytics, graph reasoning, retrieval and evidence-linked summaries
UC-196	Industrial Digital Twins	Industrial & manufacturing	Industrial operations	ontology, graph context, event updates and role-based views
UC-197	Industrial Cybersecurity	Industrial & manufacturing	Industrial operations	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-198	OT/IT Intelligence	Industrial & manufacturing	Industrial operations	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-199	Carbon And Sustainability Reporting	Industrial & manufacturing	Industrial operations	rule mapping, evidence extraction, decision records and approval workflow
UC-200	Autonomous-Agent Governance	Industrial & manufacturing	Industrial operations	policy-as-code, approvals, evidence, evaluation and lifecycle controls
UC-201	Rail-Capacity Optimisation	Mobility & logistics	Mobility and logistics operations	constraint optimisation, simulation and ranked recommendations
UC-202	Predictive Rail Maintenance	Mobility & logistics	Mobility and logistics operations	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-203	Port-Flow Optimisation	Mobility & logistics	Mobility and logistics operations	constraint optimisation, simulation and ranked recommendations
UC-204	Vessel And Cargo Intelligence	Mobility & logistics	Mobility and logistics operations	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-205	Airport Operational Intelligence	Mobility & logistics	Mobility and logistics operations	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-206	Baggage And Ground-Operation Optimisation	Mobility & logistics	Mobility and logistics operations	constraint optimisation, simulation and ranked recommendations
UC-207	Road-Traffic Coordination	Mobility & logistics	Mobility and logistics operations	shared ontology, event-driven workflow and multi-party task orchestration
UC-208	Charging-Infrastructure Planning	Mobility & logistics	Mobility and logistics operations	scenario modelling, optimisation and decision-support workflows
UC-209	Fleet Maintenance	Mobility & logistics	Mobility and logistics operations	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-210	Multimodal Logistics	Mobility & logistics	Mobility and logistics operations	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-211	Customs And Border-Flow Intelligence	Mobility & logistics	Mobility and logistics operations	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-212	Supply-Chain Disruption Forecasting	Mobility & logistics	Mobility and logistics operations	forecasting models and scenario simulation
UC-213	Last-Mile Optimisation	Mobility & logistics	Mobility and logistics operations	constraint optimisation, simulation and ranked recommendations
UC-214	Bridge, Tunnel And Road-Asset Inspection	Mobility & logistics	Mobility and logistics operations	computer vision, anomaly scoring and inspection workflow
UC-215	Infrastructure-Work Planning	Mobility & logistics	Mobility and logistics operations	scenario modelling, optimisation and decision-support workflows
UC-216	Incident And Disruption Management	Mobility & logistics	Mobility and logistics operations	workflow orchestration, task ownership and outcome tracking
UC-217	Control-Room Decision Support	Mobility & logistics	Mobility and logistics operations	contextual retrieval, recommendations and human-in-the-loop workflow
UC-218	Network-Capacity Planning	Telecommunications	Telecom operations	scenario modelling, optimisation and decision-support workflows
UC-219	Radio-Network Optimisation	Telecommunications	Telecom operations	constraint optimisation, simulation and ranked recommendations
UC-220	Fibre And Infrastructure Planning	Telecommunications	Telecom operations	scenario modelling, optimisation and decision-support workflows
UC-221	Predictive Maintenance	Telecommunications	Telecom operations	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-222	Outage Prediction	Telecommunications	Telecom operations	time-series and probabilistic prediction
UC-223	Incident Correlation	Telecommunications	Telecom operations	temporal correlation, topology-aware reasoning and case creation
UC-224	Field-Service Optimisation	Telecommunications	Telecom operations	constraint optimisation, simulation and ranked recommendations
UC-225	Energy Consumption Reduction	Telecommunications	Telecom operations	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-226	Customer-Service Intelligence	Telecommunications	Telecom operations	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-227	Fraud And Abuse Detection	Telecommunications	Telecom operations	anomaly detection, classification and evidence linking
UC-228	Network Cybersecurity	Telecommunications	Telecom operations	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-229	Telecom Supply-Chain Resilience	Telecommunications	Telecom operations	graph analytics, scoring, scenarios and action tracking
UC-230	Critical-Communications Management	Telecommunications	Telecom operations	workflow orchestration, task ownership and outcome tracking
UC-231	Emergency-Communications Resilience	Telecommunications	Telecom operations	graph analytics, scoring, scenarios and action tracking
UC-232	Spectrum-Planning Support	Telecommunications	Telecom operations	scenario modelling, optimisation and decision-support workflows
UC-233	Sovereign Network Operations	Telecommunications	Telecom operations	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-234	Hospital-Capacity Planning	Healthcare & life sciences	Healthcare operations	scenario modelling, optimisation and decision-support workflows
UC-235	Staffing And Resource Allocation	Healthcare & life sciences	Healthcare operations	optimisation, forecasting and governed workflow execution
UC-236	Patient-Flow Optimisation	Healthcare & life sciences	Healthcare operations	constraint optimisation, simulation and ranked recommendations
UC-237	Administrative-Document Intelligence	Healthcare & life sciences	Healthcare operations	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-238	Medical-Imaging Workflow Support	Healthcare & life sciences	Healthcare operations	contextual retrieval, recommendations and human-in-the-loop workflow
UC-239	Screening-Support Systems	Healthcare & life sciences	Healthcare operations	contextual retrieval, recommendations and human-in-the-loop workflow
UC-240	Clinical-Trial Matching	Healthcare & life sciences	Healthcare operations	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-241	Pharmaceutical Supply Chains	Healthcare & life sciences	Healthcare operations	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-242	Adverse-Event Intelligence	Healthcare & life sciences	Healthcare operations	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-243	Medical-Device Monitoring	Healthcare & life sciences	Healthcare operations	stream analytics, event correlation and threshold management
UC-244	Privacy-Preserving Public-Health Surveillance	Healthcare & life sciences	Healthcare operations	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-245	Research-Data Discovery	Healthcare & life sciences	Healthcare operations	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-246	Evidence Synthesis	Healthcare & life sciences	Healthcare operations	rule mapping, evidence extraction, decision records and approval workflow
UC-247	Hospital Cybersecurity	Healthcare & life sciences	Healthcare operations	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-248	Health-Infrastructure Resilience	Healthcare & life sciences	Healthcare operations	graph analytics, scoring, scenarios and action tracking
UC-249	Flood-Risk Prediction	Climate & environment	Climate and environmental intelligence	time-series and probabilistic prediction
UC-250	Drought Monitoring	Climate & environment	Climate and environmental intelligence	stream analytics, event correlation and threshold management
UC-251	Wildfire Prediction	Climate & environment	Climate and environmental intelligence	time-series and probabilistic prediction
UC-252	Water-Quality Intelligence	Climate & environment	Climate and environmental intelligence	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-253	Water-Network Leakage	Climate & environment	Climate and environmental intelligence	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-254	Biodiversity Monitoring	Climate & environment	Climate and environmental intelligence	stream analytics, event correlation and threshold management
UC-255	Environmental-Permit Intelligence	Climate & environment	Climate and environmental intelligence	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-256	Emissions Monitoring	Climate & environment	Climate and environmental intelligence	stream analytics, event correlation and threshold management
UC-257	Climate-Adaptation Planning	Climate & environment	Climate and environmental intelligence	scenario modelling, optimisation and decision-support workflows
UC-258	Agricultural-Yield Prediction	Climate & environment	Climate and environmental intelligence	time-series and probabilistic prediction
UC-259	Precision Agriculture	Climate & environment	Climate and environmental intelligence	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-260	Livestock-Health Monitoring	Climate & environment	Climate and environmental intelligence	stream analytics, event correlation and threshold management
UC-261	Food-Safety Intelligence	Climate & environment	Climate and environmental intelligence	knowledge graph, retrieval, analytics and agent-assisted synthesis
UC-262	Supply-Chain Resilience	Climate & environment	Climate and environmental intelligence	graph analytics, scoring, scenarios and action tracking
UC-263	Land-Use Monitoring	Climate & environment	Climate and environmental intelligence	stream analytics, event correlation and threshold management
UC-264	Satellite And Drone Analysis	Climate & environment	Climate and environmental intelligence	analytics, graph reasoning, retrieval and evidence-linked summaries
UC-265	Circular-Economy Optimisation	Climate & environment	Climate and environmental intelligence	constraint optimisation, simulation and ranked recommendations
UC-266	Waste-Management Optimisation	Climate & environment	Climate and environmental intelligence	constraint optimisation, simulation and ranked recommendations
UC-267	Enterprise Ontology	Cross-sector enablers	Reusable horizontal capabilities	ontology, graph context, event updates and role-based views
UC-268	Semantic Definitions	Cross-sector enablers	Reusable horizontal capabilities	ontology, graph context, event updates and role-based views
UC-269	Data And Model Connectors	Cross-sector enablers	Reusable horizontal capabilities	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-270	AI Model Routing	Cross-sector enablers	Reusable horizontal capabilities	intent classification, entitlement checks and workflow routing
UC-271	Agent Orchestration	Cross-sector enablers	Reusable horizontal capabilities	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-272	Identity And Permissions	Cross-sector enablers	Reusable horizontal capabilities	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-273	Evidence Lineage	Cross-sector enablers	Reusable horizontal capabilities	rule mapping, evidence extraction, decision records and approval workflow
UC-274	Policy Gates	Cross-sector enablers	Reusable horizontal capabilities	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-275	Human Approval	Cross-sector enablers	Reusable horizontal capabilities	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-276	Workflow Execution	Cross-sector enablers	Reusable horizontal capabilities	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-277	Decision Records	Cross-sector enablers	Reusable horizontal capabilities	permission-aware retrieval, agent orchestration and human approval
UC-278	Observability	Cross-sector enablers	Reusable horizontal capabilities	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-279	Evaluation	Cross-sector enablers	Reusable horizontal capabilities	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-280	Release Management	Cross-sector enablers	Reusable horizontal capabilities	workflow orchestration, task ownership and outcome tracking
UC-281	Impact Analysis	Cross-sector enablers	Reusable horizontal capabilities	analytics, graph reasoning, retrieval and evidence-linked summaries
UC-282	Reusable Sector Applications	Cross-sector enablers	Reusable horizontal capabilities	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-283	European Infrastructure Portability	Cross-sector enablers	Reusable horizontal capabilities	connectors, ontology, analytics or models, agent orchestration and evidence capture
UC-284	Federated And Air-Gapped Deployment	Cross-sector enablers	Reusable horizontal capabilities	connectors, ontology, analytics or models, agent orchestration and evidence capture

De vermeldingen zijn kandidaat-use-cases afgeleid van het goedgekeurde Deep Research Mandate. Het zijn geen claims van bestaande deployments; klant-, juridische, data- en technische validatie is vereist. Elke case start met een afgebakende pilot, baseline-KPI's en expliciete go/no-go-criteria.

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Europese Use Case Catalogus

Begin met één operationeel probleem.