From operational need to practical solution
Explore 32 operational scenarios and discover the open-source foundations that can support each one.
Browse all use cases
Direct fitDigital oversight of recycling points through sensors, events, and operational indicators.
Limited visibility into fill levels, faults, and usage causes unnecessary visits and lower service quality.
Direct fitUnified monitoring of vehicles, routes, and cleaning operations.
Fleet and work-execution data is fragmented, causing delays and weak cost control.
Direct fitLive location, trips, geofences, and events for municipal or operational vehicles.
Without reliable telematics there is no objective view of utilization, deviations, and response times.
Direct fitPlanning and monitoring of mobile crews, stops, and cleaning routes.
Manual planning makes resource reallocation difficult and increases mileage, fuel use, and delays.
Direct fitIndicators and dashboards for workload, routes, performance, and service levels.
Operational data is not easily converted into comparable indicators for decisions and accountability.
Direct fitCollection of measurements, consumption analysis, and energy control for facilities.
Bills reveal cost after the fact without early diagnosis of peaks, waste, or failures.
Partial fitDigital representation of spaces, zones, availability, and parking operating rules.
Disconnected parking information limits enforcement, citizen information, and data reuse.
FoundationDigital recording of violations, location, evidence, and field-case status.
Paper-based or fragmented processes create delays, errors, and limited traceability.
Partial fitMap-based digital information about parking spaces, zones, and availability.
Drivers search for parking without reliable information, increasing time, traffic, and emissions.
Direct fitRegistry of volunteers, skills, availability, consent, and participation in activities.
Scattered records hinder safe communication, skills matching, and participation history.
Direct fitCentral event publishing with registration, capacity, tickets, and audience updates.
Information and registrations are spread across disconnected channels, complicating operations and audience experience.
Direct fitInteractive maps of points of interest, routes, culture, and useful public information.
Visitors and residents lack consolidated, mapped, and current city information.
Direct fitDocumentation, preservation, search, and public presentation of digitized cultural collections.
Cultural material remains hard to use when files and metadata lack a common structure and public access.
FoundationGeospatial registry of trees and green spaces with inspections, work, and history.
Without a shared registry interventions are fragmented and green-infrastructure condition is not documented.
Direct fitRemote monitoring of tank levels, trends, and alarm thresholds.
On-site inspection delays detection of low levels, overflow, or sensor failure.
Direct fitTime recording by employee, project, service, or task with reports and approvals.
Inconsistent time records hinder cost control, resource allocation, and work documentation.
Direct fitIngestion, OCR, classification, search, workflow, and secure retention of documents.
Scanned files in folders are not easily searchable, governed, or connected to operational processes.
Direct fitCatalog, patrons, loans, returns, reservations, acquisitions, and collection discovery.
Library operations require accurate circulation and shared records that simple files cannot provide.
Direct fitConsolidated measurement and comparison of energy performance across a public-building portfolio.
Without a shared consumption view, interventions cannot be prioritized and savings cannot be verified.
FoundationCombination of cameras, sensors, and environmental observations for early warning.
Late detection of smoke or dangerous conditions reduces available prevention and response time.
Direct fitShared operational picture of incidents, teams, facilities, needs, and available resources.
During a crisis, fragmented information obstructs prioritization, assignment, and safe inter-agency cooperation.
Direct fitCollection, standardization, mapping, and publication of measurements from environmental stations and sensors.
Measurements lose value when trapped in closed systems without a common model, quality controls, and easy access.
Direct fitConsumption telemetry, alerts, trends, and remote oversight of a smart-meter network.
Infrequent manual readings delay detection of leaks, unusual consumption, and failures.
Direct fitFill-level sensors and dynamic planning of collection visits based on actual need.
Fixed routes service empty bins and miss overflows, increasing cost and complaints.
Direct fitCentral oversight of chargers, connections, transactions, users, and technical events.
Without an interoperable central system, chargers operate as isolated points with limited control.
Direct fitShared production, documentation, publication, and analysis of geospatial layers and services.
Spatial data stored in isolated files is hard to discover, update, and reuse across services.
Direct fitStructured consultations with proposals, comments, meetings, voting, and transparent outcomes.
Collecting comments across disconnected channels limits participation, analysis, and visible links between input and decisions.
Direct fitVehicle registry, assignments, inspections, maintenance, parts, costs, and operating history.
Vehicle and workshop records are often disconnected, hindering preventive maintenance and true cost control.
FoundationRoutes and travel information that account for accessibility constraints and available transport modes.
Generic directions do not reflect barriers, gradients, accessible stops, and real mobility needs.
Direct fitCentral configuration, monitoring, guest access, policies, and support for public wireless networks.
Distributed devices and manual configuration increase failures, support effort, and security risk.
FoundationShared integration and current-context layer for data, devices, and applications across urban domains.
Vertical applications do not easily exchange data and create multiple inconsistent versions of operational state.
FoundationUnified view of indicators, events, alerts, and urban-service status for operational coordination.
Management and shifts lack a shared timely view to assess impact and coordinate response.