QNX's latest research highlights software as the primary hurdle in AI-driven robotics, reshaping priorities for developers and businesses alike.
What Happened
QNX, during the Robotics Summit & Expo in Boston, unveiled its "Inside the Robot: Architecture Benchmark Report," revealing that software architecture and integration now pose the most significant bottlenecks in robotics development. The study, conducted by OnePoll between February 2025 and April 2026, surveyed 1,000 software developers and engineers. It found that 27% of participants identified software as the primary performance inhibitor, compared to only 16% who cited hardware issues. This shift underscores a growing challenge as robotics systems become more complex and are deployed in dynamic, human-centric environments like city streets and hospitals.
The survey highlighted four core challenges faced by developers: integration complexity, certification delays, functional safety risks in human-machine interaction, and ensuring predictable behavior. Despite these obstacles, the report suggests that by strengthening software foundations, the industry can accelerate innovation and enhance the reliability and autonomy of robotics systems.
What This Means for Your Business
For AECM professionals and government contractors, the implications are profound. As software overtakes hardware as the key bottleneck, businesses must prioritize investments in robust software development and integration capabilities. The anticipated focus areas include AI-driven decision-making and cybersecurity, each expected to capture 51% of developers' investment focus, followed by operating systems and real-time control software at 37%.
With the increasing deployment of robots in human environments, compliance with safety standards and regulations becomes critical. Companies must ensure their software architectures meet functional safety requirements and are capable of deterministic, real-time execution. This focus will not only mitigate risks but also position businesses strategically in a rapidly evolving market landscape.
What US Operators Should Watch
US operators should closely monitor advancements in software development tools and methodologies that enhance integration and predictability. As deployments in human environments grow, expect tighter regulatory scrutiny and the need for certifications that ensure safety and reliability. Keeping abreast of these developments and aligning with industry best practices will be key to maintaining competitive advantage and securing federal contracts.
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