Edge AI or “AI on the edge“ revolutionizes how artificial intelligence operates by moving computational power from the cloud directly onto your device. Instead of sending data to remote servers for analysis, machine learning models run locally, providing fundamental advantages over traditional cloud-based solutions. Processing data on the device eliminates the latency associated with data transmission, guaranteeing the real-time operation that is critical in rapidly changing environments. Furthermore, Edge AI solutions are not dependent on network bandwidth or even a constant internet connection, allowing them to function reliably under any conditions, even when offline.
As an experienced embedded development company, WizzDev supports clients from prototype to production.
Our expertise covers hardware, firmware, and cloud integration — giving you a single partner for the entire development process.
As one of the trusted embedded systems development companies, and a proven embedded firmware company, we deliver more than code — we deliver connected ecosystems.
With AWS Partner status, we design cloud-ready architectures that grow with your business. Our agile team adapts quickly, solves technical bottlenecks, and helps you launch faster with fewer risks.
Edge AI is now used in a wide range of fields – from smartphones and wearable devices, like smartwatches, to autonomous vehicles with real-time traffic analysis systems. Businesses across various industries are leveraging it to cut costs, automate processes, and streamline operations. At WizzDev, we transform these possibilities into real solutions.
Cities struggle to efficiently identify minor infrastructure problems, as they rely on a slow and inefficient manual reporting process from residents. This reactive approach is time-consuming and costly, often leaving issues like potholes or broken signs unresolved for months.
We developed a compact device that mounts on municipal vehicles, using an AI-powered camera to automatically monitor public spaces. It processes video in real-time to identify issues and instantly sends an alert with a photo and precise GPS coordinates to the city’s central system.
This automation provides maintenance crews with immediate, precise notifications, enabling them to dispatch teams directly for faster repairs. The system leads to lower operating costs, improved public safety, and a cleaner, better-organised city that enhances resident satisfaction.
Executives handle a wide range of daily tasks, including meeting management, scheduling, and strategy. When a CEO is required to manually track requests across multiple digital and verbal channels, it delays the entire decision-making process. This forces leaders to spend time on simple, repetitive tasks rather than prioritizing their core strategic work. This divided focus leads to stressed employees, longer wait times for assistance, and a diminished service quality.
We developed Executive Assist, an AI-powered personal assistant system that allows the CEO to make voice-activated requests for tasks like scheduling meetings, booking travel, or requesting document retrieval. It also integrates with IoT protocols to control office lighting and temperature. By automating these functions directly, the system provides a standalone interface for managing both digital workflows and the physical office environment.
By automating routine tasks, Executive Assist significantly reduces the CEO’s administrative workload, allowing for more focused and strategic leadership. This shift streamlines the decision-making process and improves overall organizational flow
As a Poland-based embedded development company (CET), we share time zones with European clients — making daily updates and sprint reviews smooth.
We use Jira and agile methods to track progress, milestones, and deliverables. You always see where the project stands.
We hand over source code, documentation, and test procedures, ensuring you stay in control long after delivery.
Whether it’s embedded system software development or complete IoT ecosystems, once the scope is defined and NDA signed, we move directly into execution without delays.









Chief Executive Officer
With over a decade in embedded systems development and connected products. I’ve helped bring to market everything from diagnostic devices and smart thermostats to large-scale sensor networks. At WizzDev, we know the real challenges start when hardware meets the real world—tight deadlines, noisy data, certification hurdles, and integration bottlenecks. That’s why we work side by side with tech leads and product managers to unblock projects, stabilize firmware, streamline cloud integration, and deliver reliable, scalable solutions that make it to market on time.
Chief Executive Officer
With over a decade in embedded systems development and connected products. I’ve helped bring to market everything from diagnostic devices and smart thermostats to large-scale sensor networks. At WizzDev, we know the real challenges start when hardware meets the real world—tight deadlines, noisy data, certification hurdles, and integration bottlenecks. That’s why we work side by side with tech leads and product managers to unblock projects, stabilize firmware, streamline cloud integration, and deliver reliable, scalable solutions that make it to market on time.