
A run club, a campaign war room, a student SaaS product and a $55 server all point to the same instinct: William Armstrong likes finding the awkward gap between people and systems, then building the missing connection.

After years of building sales software from the inside out, Ishan Chhabra reversed the order: sell the pain first, write the code last. Oliv AI is the long experiment that followed.