Software development for hardware, IoT, and AI devices
We build the software, integrations, and cloud systems that make connected devices, IoT platforms, and AI-powered products work beyond the prototype stage.
From System Architecture to Fleet Production
At Genium, our approach to hardware and connected device development combines architecture, software engineering, and system integration to support the transition from prototype to production.
- System Boundaries
- Device–Cloud Model
- Scalability Under Constraints
- Embedded Systems
- Device Platform
- Production Diagnostics
- Manufacturing Readiness
- OTA & Lifecycle Management
- Fleet Monitoring
Our expertise
We’ve delivered production-grade software for AI consumer devices, connected fitness consoles, sports IoT hardware, industrial systems, and medical equipment. Our work includes embedded firmware, edge AI, BLE and cellular connectivity, OTA lifecycle management, and fleet-scale cloud systems supporting devices shipped in the thousands and beyond.
Embedded Systems
Hardware abstraction layers, deterministic state machines, and resilient embedded architectures for constrained memory, real-time systems, and long device lifecycles.
Device Connectivity
Resilient communication models supporting reconnection, protocol consistency, and synchronized state across distributed device fleets.
Backend & Cloud
Provisioning workflows, telemetry pipelines, device identity management, and firmware lifecycle systems designed for fleet-scale distributed environments.
Mobile & Interfaces
Asynchronous command handling, firmware-aware feature control, and reliable offline behavior aligned with real device state.
Edge & AI
On-device inference frameworks and device–cloud pipelines with versioned model deployment, performance monitoring, and latency-aware processing.
Production & Security
Staged rollouts, rollback strategies, secure boot chains, update integrity verification, and identity-based provisioning embedded into the device lifecycle.
150K+ devices shipped running our software across consumer, fitness, industrial, and medical hardware
Building connected hardware at scale?
Let’s review your embedded architecture, connectivity model, and production rollout strategy.