
The Apkudo co-founder spent years teaching machines to understand phones. Now he is building a record of what every device has been through - and what it should become next.

The Apkudo revenue chief works in the unglamorous, consequential minutes after a phone is returned - when data, trust and a second life are all still up for grabs.
The used-phone economy has a trust problem: nobody agrees on what a device is worth, where it has been or whether the repair worked. Apkudo’s answer is equal parts software ledger, diagnostic lab and robot line - with a decade-long carrier case study showing why the plumbing matters.