Embedded Solution Product of the Year
Company Name: Tria Technologies
Product Name: OSM-LF-IMX95
Supporting Statement:
Executive Summary
The OSM-LF-IMX95 addresses a key challenge in edge computing by combining AI, vision, real-time control and industrial connectivity in a compact, production-ready module. It helps OEMs reduce development effort, lower integration risk and accelerate time to market without compromising performance.
Built to the OSM 1.2 Size-L standard (45 x 45 mm), it simplifies system design and provides a scalable foundation for industrial and intelligent edge applications.
Powered by NXP’s i.MX 95 processor, it integrates application processing, real-time compute, AI acceleration, vision, security and rich I/O into a single compact solution, delivering a practical, standards-based platform for next-generation edge systems.
Product Overview
The OSM-LF-IMX95 is a compact, standards-based embedded module that enables faster development of advanced embedded and Edge AI systems. Despite its small Size-L form factor, it offers significant processing headroom through the NXP i.MX 95, combining application-class compute with dedicated real-time cores to support demanding control, safety and inference workloads in production designs. The design is also prepared to support the upcoming NXP i.MX952 and i.MX937, allowing the same hardware foundation to scale across three tiers, from cost- and power-optimised implementations through mainstream midrange designs to full-featured configurations.
The architecture is designed for high-performance embedded and edge AI workloads. Its combination of GPU, 4K-capable video processing, NPU and ISP enables vision and inference tasks to run locally with low latency, while the heterogeneous compute architecture allows application processing, real-time control and AI workloads to execute in parallel. This is particularly valuable in industrial automation, robotics and machine vision, where deterministic response and local decision-making are critical.
The module is also engineered for deployment. With EdgeLock Secure Enclave, LPDDR5 memory, eMMC storage and rich I/O including PCIe Gen 3, USB 3.0, CAN-FD, LVDS, MIPI interfaces and up to 10GbE, it provides a secure, connected platform for real-world embedded systems. Tria supports this with development platforms, starter kits and a Yocto-based Linux BSP, helping OEMs reduce integration effort and move from prototyping to production more efficiently.
Innovation
The OSM-LF-IMX95 is award-worthy not only for its technical specification, but for the completeness of the solution around it. Tria has packaged advanced processor technology into a compact, standards-based module that is deployment-ready and engineered to reduce design effort for OEMs. The result is an embedded platform that balances compute density, security, interoperability and integration efficiency in a commercially relevant form.
Its heterogeneous architecture is a clear differentiator. By combining application processing, real-time control, graphics, AI acceleration and vision processing in one module, the OSM-LF-IMX95 supports more local, parallel workload execution. The result is lower latency, faster on-device decision-making and reduced dependence on external compute resources.
The module also aligns with secure-by-design development requirements. Tria’s implementation of EdgeLock security supports secure boot, encryption, attestation, key management, secure remote management and secure OTA updates, making robust device security more accessible within embedded product development.
Compliance with OSM Specification 1.2 adds wider value by supporting interoperability, design reuse and scalable product development. Combined with Tria’s software and hardware ecosystem, this makes the OSM-LF-IMX95 especially effective for manufacturers seeking advanced edge processing without the cost, delay and risk of a fully custom design.
Transformative impact
The OSM-LF-IMX95 has the potential to deliver long-term industry impact by making advanced edge intelligence practical in embedded deployment. Its architecture enables AI inference, vision analysis and control functions to run on the device, reducing latency and network dependence while improving system resilience. In industrial automation, robotics, machine vision, predictive maintenance and production monitoring, this supports faster decisions, greater autonomy and more efficient operation.
It also broadens access to high-end embedded capability. Through its compact direct-solder design, open standard compliance, rich I/O, secure-by-design foundation and ready software support, Tria enables manufacturers to build sophisticated intelligent products without the cost and complexity of a custom high-performance platform. This creates a faster, lower-risk path from concept to production and reinforces the module’s value as a production-ready embedded solution.
Power Efficiency and Sustainability
Power efficiency is one of the OSM-LF-IMX95’s central strengths. The module’s low power range still delivers multicore compute, real-time processing, AI acceleration, graphics, and vision capability with ease. This balance is particularly well suited to next-generation edge devices that need to do more locally without excess thermal or energy overheads.
By handling AI inference and vision processing at the edge, the module reduces the need for constant cloud connectivity and data transfer, further lowering power demand while improving responsiveness.
Its compact direct-solder design further improves efficiency by reducing component count, simplifying integration, and supporting other small, lower-power systems. This makes it well suited, for example, to always-on intelligent devices in power-sensitive environments.
Conclusion
The OSM-LF-IMX95 is more than a compact compute module. It is a production-ready embedded solution that integrates high-performance processing, Edge AI acceleration, vision capability, real-time control, advanced security and industrial connectivity within a single, efficient footprint.
Tria has translated these capabilities into a practical, standards-based and development-ready platform that reduces complexity, lowers design risk and accelerates time to market. Its combination of module integration, software support and deployment-focused design makes it a credible route for OEMs developing advanced embedded and Edge AI products.
By combining embedded performance, AI capability, secure-by-design development, interoperability and faster deployment in a single standards-based module, the OSM-LF-IMX95 delivers value far beyond its size. Overall, it demonstrates Tria’s ability to turn advanced processor technology into a production-ready embedded solution with strong technical and market relevance, making it a credible candidate for an embedded solutions award.
Entry ID: 7578
