AI and IoT case studies — page 4
Continue exploring ZedIoT project evidence across connected products, industrial systems, cloud platforms, AI, and field operations.
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More ZedIoT project cases — page 4
Each case explains the operating problem, the engineering path, what was delivered, and which decisions were validated before production or wider rollout.
Online Bus Tracking and Maintenance Platform
Live fleet contextA public-transport workflow needed live bus location, vehicle status, route context, dispatch support, maintenance records, and notifications in one connected platform.
- Vehicle connectivity
- Route operations
- Maintenance history
Blood Analysis Instrument Data Middleware
Protocol isolationA blood-analysis product line needed middleware that could connect instrument data, operational software, and centralized or private information systems through a controlled result workflow.
- Instrument adapters
- Result model
- Reliable transfer
RFID Smart Warehouse Management Platform
Traceable movementA multi-warehouse operation needed RFID tags, fixed readers, handhelds, inventory records, and customer workflows to work as one traceable goods-and-asset system.
- RFID field design
- Read processing
- Warehouse workflow
Computer Room Power, Environment, and Energy Monitoring
Unified infrastructure viewA computer-room operation needed to unify cabinet power, environment, energy, equipment status, alarms, and maintenance evidence across distributed infrastructure.
- Infrastructure access
- Rack and asset model
- Alarm correlation
SaaS Fire Alarm Platform for Existing Commercial Facilities
Existing assets preservedA commercial safety program needed to connect existing fire detectors and panels to a multi-site cloud platform without replacing the functioning field equipment.
- Legacy interface
- Edge reliability
- Alarm SaaS
Civil Defense Alarm System for School Emergency Response
Mixed-generation supportA regional authority needed to connect legacy and new school broadcast equipment through a central platform while preserving local operation and resilient emergency communication.
- Equipment adapters
- Edge continuity
- Central authority
University Building Energy Consumption Monitoring
Building comparisonsA university needed to understand water and electricity consumption across buildings, identify abnormal equipment or usage, and support more accountable campus energy management.
- Meter connectivity
- Campus model
- Exception analysis
Gas Safety Monitoring for an Industrial Chemical Factory
Worker contextAn international industrial chemical factory needed to connect gas detectors, mobile terminals, site maps, alarms, and reporting into a faster field-safety workflow.
- Detector access
- Field application
- Safety map
Air and Water Quality Environmental Monitoring Platform
Multi-domain monitoringA global scientific-instrument provider needed a platform for distributed air, water, and noise monitoring stations, with reliable telemetry, secure access, analysis, and alerts.
- Instrument integration
- Remote gateway
- Environmental data
Intelligent Wind Farm Structural and Equipment Monitoring
Layered condition evidenceA wind-energy monitoring program needed to combine turbine vibration, tower settlement and movement, blade condition, edge processing, cloud analysis, and inspection evidence.
- Structural sensing
- Edge processing
- Condition platform
Smart Greenhouse Ventilation Product Development
Local continuityA greenhouse ventilation product needed to combine environmental sensing, local equipment control, cloud visibility, and configurable operating strategies for growers.
- Climate sensing
- Local control
- Connected strategy
Agro-Meteorological Station Information Management
Station visibilityAn agricultural program needed to collect weather-station data from fields, monitor station health, analyze conditions, and present information that could support practical farm decisions.
- Field station
- Remote transfer
- Weather data
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