We are here to help
Have a question or need guidance? Whether you’re searching for resources or want to connect with an expert, we’ve got you covered. Use the search bar on the right to find what you need.
In physical AI, the data path is the system. As deployments scale, reliability stops being a background property of the infrastructure and becomes the visible line in the economics of every fleet, machine, and year in the field.
Data corruption in software-defined vehicles doesn’t always cause a crash. Why data reliability is now a strategic concern for SDV platform architects.
AI capability is no longer the limiting factor in physical AI. As intelligence moves into machines, vehicles, and industrial systems, what determines success is the reliability of the entire system, not just the model inside it.
Physical AI is no longer a concept — it is industrializing. As AI moves into vehicles, robotics, and industrial systems, the constraints change. Models can be probabilistic. The infrastructure beneath them cannot.
By Tuxera
Embedded systems are rapidly becoming mission-critical infrastructure. At Embedded World 2026, five themes dominated: the rise of safety-critical deployments, the emergence of physical AI, infrastructure reliability as a strategic priority, OTA updates at cloud scale, and tightening security requirements across the stack.
Functional safety development is not a small extension of standard software development — it is a fundamentally different operating model. Beyond the engineering effort, it demands independent safety oversight, rigorous documentation, and long-term maintenance commitments that continue well after certification. For organizations in safety-critical industries, understanding the true resource burden is essential to making smarter strategic decisions. Learn what functional safety really demands, and how to reduce that load.
Designing an embedded system can be complex, with many factors to consider when selecting the right software and hardware components. In fact, embedded systems tend to be more complicated and expensive than most programmers think. In this article, we focus on one critical aspect of this complex process: choosing the right networking stack. While it’s […]
By Tuxera
Leaders in flash memory management technology will provide comprehensive design, testing services to industrial, automotive, medical, and aerospace sectors. Helsinki, Finland – May 24, 2023 (Newswire.com) – Tuxera and NplusT, two leaders in flash memory management technology, announced a partnership to provide a novel suite of value-added services, from flash testing and characterization to advanced […]
By Tuxera
The solution uses Safety Elements out of Context (SEooC) approach to provide secure, high-performance network communications for automotive, industrial, aerospace, and medical systems. HELSINKI, November 8, 2022 (Newswire.com) – Tuxera, the international leader in quality-assured data storage management software and networking technologies, announces the release of Tuxera TCP/IP Stack CERTTM (formerly Tuxera SafeTCPIPTM). Tuxera’s independently […]
In embedded devices, achieving a comprehensive understanding of the storage stack can be a crucial step in managing the flash lifetime risks caused by write amplification. For embedded devices that operate in demanding field conditions, system integrity and data reliability are critically important. From a connected vehicle with a modern IVI system to an industrial […]
Suggested content for:
