From Hardware to High-Performance Product

Full-stack software implementation for mission-critical embedded systems. We build robust, high-reliability software that spans the entire stack—from custom firmware to high-performance applications.

Bridging the 'Prototype-to-Production' Gap

embedded-system-poc

Your proof-of-concept works. The core idea is validated on a development kit and you’ve proven the potential. But now you’re facing the messy reality of turning it into a robust, reliable, and manufacturable product.

 

This is the hardest part of the journey:

  • Dealing with unstable custom drivers,
  • Resolving software integration nightmares.
  • Eliminating performance bottlenecks.
  • Ensuring the entire system is rigorously tested in a demanding environment.

 

This is the exact challenge we are built to solve. We turn your successful prototype into a mission-critical product ready for the real world.

Our End-to-End Implementation & Integration Process

We provide full-stack expertise to take your project from hardware bring-up to MVP.

1. Hardware Bring-Up & BSP

We start at the lowest level, creating your Board Support Package (BSP), custom drivers, and OS to build a stable foundation.

2. Software & Sensor Integration

Our team writes high-performance C++/Python software and integrates a wide array of complex sensors—from industrial cameras and IMUs to custom I2C/SPI peripherals.

3. AI Model & Application Deployment

We deploy and optimize your AI models for the edge (TensorRT, DeepStream) and integrate them into the final application, connecting everything to your cloud backend.

4. Rigorous System Validation

We ensure mission-critical reliability with comprehensive testing, from software unit tests and sensor calibration to full hardware-in-the-loop (HIL) system validation.

Bringing Our Process to Life: A Real-World Example

The Challenge

A client in the heavy construction machinery sector faced a critical safety challenge. The massive size of their vehicles created significant blind spots. Posing a constant risk to personnel on busy worksites. They needed an advanced vision system to provide operators with complete situational awareness. And though enough to withstand the hardest of the conditions.

Our Solution

We engineered a 360° Bird’s Eye View (BEV) safety system built on a rugged NVIDIA AGX Xavier board. Integrating four specialized GMSL cameras for a seamless, stitched view. We developed the core application using Python and GStreamer. Designed to process video in real-time, detecting people within the vehicle’s immediate vicinity.

Technical Snapshot

  • Hardware: Rugged NVIDIA AGX Xavier, 4x GMSL Cameras
  • OS: Custom Embedded Linux (Yocto)
  • Tech Stack: Python, GStreamer, CUDA, DeepStream, Computer Vision

Key Result

100%

Elimination of Critical Operator Blind Spots

Expertise You Can Rely On

Why Proventus Nova?

  • We are a team of hands on senior engineers.
  • We are full-stack specialists.
  • We solve the hard problems.

Frequently Asked Questions

Absolutely. Taking prototypes to production is a core strength. We work with any development platform, including Raspberry Pi and NVIDIA Jetson dev kits. Our goal is to create a robust, stable, and manufacturable product ready for the real world.

Yes. We are hardware-agnostic experts. We help you choose the right industrial PC, SBC, or microcontroller based on your project’s specific needs, including:

  • Performance and thermal requirements
  • Budget and supply chain constraints
  • Long-term availability

Yes, building custom BSPs is a core competency. We handle the entire low-level foundation to create a stable and secure system. Our expertise includes:

  • Bootloaders and kernel modifications
  • Custom driver development for your sensors and peripherals
  • Modern build systems like the Yocto Project and Buildroot

We are experts in architecting complex, low-latency video solutions. We specialize in GStreamer and WebRTC for demanding embedded hardware. Our capabilities include:

  • Building end-to-end streaming pipelines
  • Writing custom plugins
  • Optimizing for maximum performance

Deploying and optimizing AI models on edge devices is a core specialty. We ensure you get maximum performance from your hardware. Our experience includes:

  • The full NVIDIA Jetson platform
  • Model acceleration using TensorRT and DeepStream
  • Integrating AI into your final mission-critical application

Ready to Discuss Your Project?

Every mission-critical project starts with a conversation. Choose the path that works best for you below.

Book A VideoCall

Book a 30-min call with an engineer to discuss your project.

Talk 1-on-1 with an expert engineer

Get a no-obligation technical assessment

Leave the call with actionable ideas

The fastest path to project clarity

Save Your Spot

I'd Rather Email

Ask us any question, an engineer will get back to you as ASAP.

Your question is reviewed by an expert engineer

Get a thoughtful, written response to review

Perfect for complex or detailed inquiries

Ask Your Question Now

Send Your Question to an Engineer

An engineer will personally review and reply within one business day.