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Our Stack
Built to last.
Engineered to scale.

Every product we build sits on the same rigorous embedded and cloud engineering foundation — designed for field reliability, not just lab demos.

Technology Stack

The stack we build on

From edge compute to cloud infrastructure, our technology choices are driven by field reliability, security, and production scalability.

Embedded Systems
Cloud & Connectivity
Safety & Security
Edge compute & embedded firmware
Custom firmware written for low-power, high-reliability edge MCUs. Every system is built in validated stages — with remote update capability and persistent configuration baked in from day one.
Edge Compute MCU
High-performance dual-core microcontroller with ample flash and RAM for complex real-time tasks
Real-Time Operating System (RTOS)
Task-based firmware architecture enabling concurrent safety-critical operations without conflicts
Remote Firmware Updates (OTA)
Over-the-air update capability — fleet-wide firmware upgrades without physical access to devices
Vision Subsystem
Dedicated image capture and encoding module operating as a coordinated slave to the main MCU
Firmware Architecture
Main MCU
Dual-core · RTOS
Camera Module
UART slave · Live stream
GPS Module
Precision tracking
Cellular Modem
4G LTE · Roadmap
Safety Relay
Vehicle control
Vehicle Bus
Diagnostics · Roadmap
Tamper Sensors
Multi-type detection
OTA Updates
Remote · Persistent
Cloud infrastructure & real-time data
End-to-end encrypted data pipelines from device to dashboard. Real-time telemetry, remote command capability, and a browser-based monitoring interface that scales to thousands of devices.
Secure Cloud IoT Platform
Enterprise-grade IoT backbone with device management, telemetry, and fleet-scale command delivery
Encrypted Messaging Protocol
TLS-encrypted bidirectional communication — commands and alerts with sub-second latency
Real-Time Bridge Server
Middleware layer handling live stream proxying, alert routing, and dashboard data delivery
Fleet Dashboard
Browser-based monitoring interface — no app installation required for operators or law enforcement
Data Flow — Device to Dashboard
⚡Edge DeviceField deployed
↓ Encrypted channel
☁️Cloud IoT CoreSecure ingestion
↓ Real-time routing
⚙️Bridge ServerStream + alert routing
↓ Live delivery
🖥️Fleet DashboardBrowser · No app needed
Safety-critical design & security
When a product controls a moving vehicle or triggers emergency response, failure modes matter more than features. Every safety-critical function in our stack has explicit fail-safe logic.
Velocity-Gated Vehicle Control
Remote stop commands execute only when speed is within a safe threshold — preventing accidents from misuse
GPS Staleness Validation
Location data is validated for freshness before any command is executed — stale data triggers a safe hold
Multi-Type Tamper Classification
Physical and electrical tamper events are independently classified and reported with event type metadata
End-to-End Encryption
All device-to-cloud communication is TLS encrypted — no plaintext data in transit at any point
Safety Logic Overview
🚨Trigger ReceivedSOS / Remote Command
↓ Validate
📍GPS Freshness CheckStale = hold command
↓ If location valid
🏎️Velocity Gate CheckSpeed below threshold?
↓ If safe
✅Command ExecutedSafe stop + alert dispatch
🔬
Field-first validation
Nothing ships without real-world testing. Every system is validated in the environment it will actually operate in — not just a controlled lab.
⚡
Production from day one
Component selection, firmware architecture, and system design all account for production scale — not just prototype convenience.
🔒
Security by design
Encryption, authentication, and fail-safe logic are baked in at the architecture level — not added as an afterthought before launch.