Many teams that build modern vision systems reach a moment of opportunity as programs move beyond prototypes and into live environments. At this stage, consistency, resilience, and long-term stability start to matter as much as raw performance. However, they lack a unified solution that can push real-time AI workloads while maintaining thermal stability, sustained operation, and predictable performance across outdoor and indoor conditions.
This is where e-con Systems’ Darsi Pro comes in.
All set to be launched at CES 2026 in Las Vegas, Darsi Pro is e-con Systems’ Edge AI Vision Box, powered by NVIDIA Jetson Orin NX. This all-encompassing vision solution ensures consistent throughput, long service life, and seamless integration with our vast camera ecosystem. Hence, it improves the performance of modern systems that demand high uptime, dependable ruggedness, and high AI processing capability.
This blog will help you better understand e-con Systems’ Darsi Pro and the five features that give it an unparalleled, compelling advantage for edge AI deployments.
Why Darsi Pro Is A Trailblazing AI Vision Box
Darsi Pro brings powerful AI computing and deployment readiness into one box that fits real project timelines. Instead of sourcing compute modules, carrier boards, camera interfaces, and software frameworks from multiple vendors, product development teams get a unified path from evaluation to rollout. This significantly reduces integration effort and shortens the journey from prototype to fleet scale.
Darsi Pro works with diverse sensors and leading AI frameworks while also syncing with e-con Systems’ cloud device management platform. The goal is simple: to offer a reliable Edge AI Vision Box that can handle tough environments and continuous-duty workloads – all without extra engineering cycles.
- Autonomous Mobile Robots (AMR): Darsi Pro enables mapping, detection, and navigation pipelines by supplying steady vision throughput for autonomous movement in structured and semi-structured spaces.
- Delivery robots: e-con Systems’ Edge AI Vision Box powers multi-camera perception so these units can track obstacles, adjust paths, and carry out last-mile tasks with consistent route execution.
- Warehouse forklifts: Darsi Pro enables surround-view monitoring, pallet detection, and safety-led vision functions to help operators work in crowded warehouse zones.
- Intelligent Transportation Systems (ITS): e-con Systems’ Darsi Pro equips smart city applications with imaging capability for signal analytics, vehicle flow insights, and traffic automation.
Top 5 Features of Darsi Pro – e-con Systems’ Edge AI Vision Box
Extensive camera compatibility
e-con Systems’ Darsi Pro supports a wide range of e-con Systems’ camera portfolio. That way, it becomes easy to match the exact requirements of the use case, such as resolution, frame rate, low-light capability, and more, using one core solution. This also means access to LED Flicker Mitigation, global shutter, onboard automotive-grade ISP, NIR sensitivity, and more. The result is a smoother path from evaluation to deployment.
Multi-sensor fusion
Thanks to Darsi Pro’s multi-sensor fusion, developers can easily feed synchronized data from cameras, LiDAR, radar, IMUs, and other sensing units by using Precision Time Protocol(PTP). Uniform timing across these inputs helps maintain steady perception pipelines in fast-shifting conditions. So, new-age vision applications gain a much stronger spatial awareness once the visual and inertial data move through the same clock domain.
Flexible connectivity
e-con Systems’ Darsi Pro is equipped with dual GbE with PoE, USB 3.2, 2 x CAN, RS485, 3 x Isolated GPIO, HDMI, and support for wireless modules, providing multiple pathways for network links and peripheral access. The interfaces cover data transfer, display output, and device communication while avoiding the need for extra hardware. Both fixed setups and mobile systems gain full I/O availability through the same compact unit.
Secure Cloud-based device management
CloVis Central™ is e-con Systems’ powerful cloud-based device management platform that oversees device configuration, OTA updates, event management and device health. Darsi Pro can be seamlessly connected to this platform through a secure channel, sending operational data upward and receiving firmware updates(OTA), parameter changes, and monitoring instructions in return. Therefore, field rollouts are consistent since Darsi Pro uses CloVis Central as its control layer for lifecycle oversight and fleet-wide maintenance.
Industrial-grade reliability
The enclosure, thermal layout, and component selection for Darsi Pro are focused on ensuring long service life in tough indoor and outdoor conditions. Its fanless design helps maintain stability during dust exposure, vibration, and extended operational cycles. Darsi Pro also comes with an IP67-rated enclosure for dust/water-proof protection.
Other Features of Darsi Pro
- High-performance edge AI compute: Darsi Pro uses the NVIDIA Ampere GPU with up to 1024 CUDA cores and AI capability that reaches 100 TOPS for advanced perception workloads.
- Multi-camera synchronization: Currently, it can support up to 8 GMSL2 cameras with FAKRA connectors.
Pioneering a New Era of Edge AI Vision with e-con Systems’ Darsi Pro
Since 2003, e-con Systems has been designing, developing, and manufacturing OEM cameras.
In the near future, we plan on expanding into additional variants of Edge AI Vision Boxes, including a PoE-driven model and another aligned with upcoming NVIDIA Jetson Thor modules.
Our roadmap for this edge AI vision box aims at higher AI capacity, wider camera compatibility, and simpler integration.
Want to know how Darsi Pro can bring your application to the next wave of vision innovation? Please write to camerasolutions@e-consystems.com.
Prabu is the Chief Technology Officer and Head of Camera Products at e-con Systems, and comes with a rich experience of more than 15 years in the embedded vision space. He brings to the table a deep knowledge in USB cameras, embedded vision cameras, vision algorithms and FPGAs. He has built 50+ camera solutions spanning various domains such as medical, industrial, agriculture, retail, biometrics, and more. He also comes with expertise in device driver development and BSP development. Currently, Prabu’s focus is to build smart camera solutions that power new age AI based applications.