AI and IoT case studies — page 3
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 3
Each case explains the operating problem, the engineering path, what was delivered, and which decisions were validated before production or wider rollout.
AI Knowledge and Learning Application for Healthcare
Unified content accessA healthcare content platform needed to organize emergency knowledge, courses, videos, live sessions, and reference content into a usable mobile learning and information experience.
- Content foundation
- AI retrieval
- Learning experience
AI Financial Information Assistant
Connected topicsA financial-content product needed an assistant that could answer information questions, connect market topics, and guide users to relevant data without presenting unreviewed model output as regulated advice.
- Data integration
- Knowledge graph
- Grounded assistant
Tuya OEM-to-SDK Migration for Commercial HVAC
Controllable product layerA North American commercial HVAC provider had reliable connected devices, but its Tuya OEM application could no longer support the coordination, permissions, and operating strategies required at scale.
- SDK application
- MiniApp strategy
- System coordination
Tuya SDK Development for OEM App Migration
Owned experienceAn established Tuya OEM product needed a branded application with greater control over onboarding, device experience, account workflows, and future service integration.
- Migration inventory
- Branded SDK app
- Device experience
IoT Operations System for a Sport and Game Club
Unified member journeyA large sport and game club needed to connect equipment from different vendors, replace fragmented card systems, and unify member, payment, scoring, and venue operations.
- Equipment access
- Member identity
- Activity workflow
Remote Monitoring Platform for Electrical Distribution Stations
Unified station viewAn electrical-infrastructure program needed a remote platform for unattended distribution stations, with clear equipment status, alarms, historical data, and integration interfaces.
- Field acquisition
- Station model
- Alarm workflow
Monitoring Platform for an Industrial Safety Equipment Manufacturer
Portfolio-scale modelAn industrial safety-equipment manufacturer needed a platform that could support a growing product family, different customer roles, real-time alarms, remote control, and inspection workflows.
- Device templates
- Multi-level access
- Alarm operations
Smart Building Energy Management for a Government Office
Less disruptive retrofitA provincial government office needed to modernize a large building without disruptive rewiring, while improving energy visibility, room use, environmental comfort, and equipment operations.
- Wireless retrofit
- Room intelligence
- Energy visibility
Cold Chain Transportation Management Platform
Fleet-wide visibilityA cold chain operator needed to monitor hundreds of refrigerated vehicles and containers while connecting temperature, refrigeration equipment, leasing, billing, orders, and customer service.
- Cold chain telemetry
- Asset operations
- Commercial workflows
IoT Platform for Multi-Location Restaurant Operations
Multi-store visibilityA restaurant chain needed a consistent way to monitor equipment, energy, safety, and service conditions across multiple locations without burdening store staff.
- Store connectivity
- Equipment health
- Energy and safety
Building Energy and Facility Management Platform
Unified asset contextA building-service organization supporting a hospital needed to bring energy, equipment, maintenance, forecasting, and warning workflows into a modular facility platform.
- Modular access
- Energy analytics
- Facility lifecycle
IoT Transformation for Overseas Manufacturing Factories
Cross-site foundationAn international test-equipment manufacturer needed a scalable way to connect equipment, material, production, environment, and service data across overseas factories.
- Site discovery
- Edge integration
- Factory model
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