Lately I’ve been thinking a lot about how quickly vehicles are changing- not just EVs, but the software side of the industry as a whole.

It reminds me of what happened to phones years ago.

Before smartphones, a phone was just a phone. Then suddenly the iPhone showed up and quietly turned the phone into a software platform. Cameras, GPS devices, MP3 players, calculators - everything got absorbed into one device.

Sometimes I wonder if cars are heading down the same road.

Not overnight, obviously. But little by little, vehicles are becoming more software-driven than mechanical. Updates happen through Wi-Fi. Diagnostics are increasingly digital. Driver assistance systems are becoming standard. Some vehicles now feel closer to rolling computers than traditional cars.

And honestly, I think a lot of independent shops are still trying to figure out what that means long term.

One thing that really stands out is how AI systems are being trained now. It’s not just programmers writing code line by line anymore. Vehicles are constantly collecting driving data, learning patterns, and improving systems through real-world use.

Tesla’s “shadow mode” is probably one of the better examples of this. The vehicle observes how humans drive, compares decisions, and uses that data to improve the system over time. Whether someone likes Tesla or not, it’s hard to ignore how much the industry is shifting toward software-based learning.

That raises a bigger question for shops:

What happens when repairs become more about calibration, software behavior, sensors, and system communication than traditional mechanical work?

We’re already seeing pieces of that now:

• ADAS calibrations
• Over-the-air updates
• Subscription-based vehicle features
• AI-assisted diagnostics
• More closed manufacturer ecosystems

At the same time, there’s still a huge gap between the technology and real-world repairability. A lot of independent shops are being forced to adapt without always getting proper access to tools, data, or manufacturer support.

And if we’re being honest, many customers still don’t fully understand how different modern vehicles are becoming behind the scenes.

What’s interesting is that every major industry shift usually feels slow… until suddenly it isn’t.

Horse carriages didn’t disappear overnight, but once automobiles became practical, the entire ecosystem changed faster than most people expected. I sometimes wonder if we’re entering a similar phase with software-defined vehicles.

Not saying traditional repair work disappears anytime soon - far from it. There will still be brakes, suspension, tires, cooling systems, wear items, and mechanical failures for years.

But I do think the definition of a “good shop” may look very different 10 years from now compared to today.

Curious how other shop owners and techs see it:

Do you think the industry is truly heading toward a software-first future, or do you think the hands-on mechanical side will still dominate longer than people expect?