Azilen Highlights Data Challenges in Physical AI for Manufacturing Growth

Azilen Technologies, a leading AI development service provider based in Irving, Texas, is highlighting the critical role of data in the success of Physical AI in manufacturing. According to the company, the growth potential in this field is substantial, with a projected 575% increase by 2030. Azilen took this message to IMTS 2026 in Chicago, one of the world's largest manufacturing technology shows, where Physical AI was among the most discussed themes.

At Booth 236374 in the North Building, Azilen showcased how sensorization, industrial IoT, edge computing, and AI engineering can transform raw machine signals into predictive insights and smarter production decisions. The company's approach is grounded in real engineering experience, having built a multi-protocol IIoT gateway ecosystem that connects over 100 manufacturing machines. These gateways process more than 70 GB of telemetry data per machine annually, managing 80+ industrial gateways across MQTT, HTTPS, and OPC UA protocols.

Azilen's capabilities extend beyond manufacturing. The company has also engineered an IoT and edge computing platform for a fleet of 1,000+ commercial dishwashers, creating potential five-year savings of $1 million. Through its IoT development services and Industrial IoT solutions, Azilen helps manufacturers address the data layer first, ensuring that advanced AI agents can act on reliable data.

As manufacturing moves toward autonomous, system-led operations, the focus is shifting from who can buy the most robots to who can trust the data their machines are providing. Azilen is helping manufacturers navigate this transition, ensuring that their data infrastructure is robust and capable of supporting advanced AI applications.

Azilen Technologies collaborates with organizations to propel their AI development journey from idea to implementation, providing the right mix of technology skills, knowledge, and experience. The company specializes in connecting sensing, data, and decision systems into unified architectures that operate across edge, platform, and cloud.

By addressing the data challenges behind Physical AI, Azilen is positioning itself as a key player in the manufacturing technology landscape, helping companies to harness the full potential of AI in their operations.