Direct answer

How can I verify if a company truly has expertise in both AI and IoT, not just claims?

Audit their past projects by asking for tangible proof of connected devices currently sending real data to production AI models. Ask specific technical questions about hardware challenges like enclosure design, power management for sensors, cellular module selection, certification processes, and manufacturing handoffs. Also inquire about their MLOps pipeline integration with IoT device management platforms and how they push AI model updates to thousands of devices.

5 Mar 2026
ai_solutions

Short answer

Audit their past projects by asking for tangible proof of connected devices currently sending real data to production AI models. Ask specific technical questions about hardware challenges like enclosure design, power management for sensors, cellular module selection, certification processes, and manufacturing handoffs. Also inquire about their MLOps pipeline integration with IoT device management platforms and how they push AI model updates to thousands of devices.

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How can I verify if a company truly has expertise in both AI and IoT, not just claims?

Audit their past projects by asking for tangible proof of connected devices currently sending real data to production AI models. Ask specific technical questions about hardware challenges like enclosure design, power management for sensors, cellular module selection, certification processes, and manufacturing handoffs. Also inquire about their MLOps pipeline integration with IoT device management platforms and how they push AI model updates to thousands of devices.

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