AI that earns its keep.
A working space for applied AI — production work, prototypes, and the honest notes in between. New experiments land here first.
Automating Global Warehouse Localization with AI
Integrated Meta's NLLB translation engine into the CMS so new features rolled out to non-English markets in minutes, not weeks.
Localization lead time: weeks → minutes
~100% reduction in external translation cost for internal docs
HubSpot Didn’t Have an AI Problem. It Had a Trust Problem.
The Contact Discovery backlash wasn’t about artificial intelligence. It was about what happens when customers can’t tell where their data goes.
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