01/09/2026
A lot of people ask: “What’s the practical use of AI in a hardware and firmware company?”
Here’s a great example from last week.
We needed to reverse engineer an RS485 device. No documentation. No datasheet. No protocol description. Nothing.
Instead of starting from scratch, we used AI as an engineering tool.
We captured the communication and asked AI to help us make sense of it. Step by step, we:
→ Identified the protocol as Modbus
→ Figured out the device address
→ Discovered the relevant read registers
→ Identified the control registers
→ And ultimately controlled the device
Total time: 30–60 minutes.
Doing this manually could easily have taken us days.
And that’s where the real value of AI is for us.
It’s not about replacing engineering knowledge or experience. It’s about accelerating the work around it.
By solving these kinds of technical challenges faster, we can help our customers move faster too! Shorter development cycles, quicker integrations, faster troubleshooting, and ultimately getting them closer to their goals in less time.
Going from “we know nothing about this device” to “we can control it” in under an hour is pretty impressive.
But being able to use that speed to deliver results for our customers faster?
That’s the real evolution!