Case studies
Applied AI · Mechanical reliability · Evidence-linked reasoning
Mechanical Evidence Engine
A mechanical-investigation workspace that connects engineering evidence, deterministic calculations, and an AI-guided investigation to the next useful physical test.Rolu LabsFrom machine symptoms to a testable investigation↗
01World Network · Verified-human rewards
Rolu rewards marketplace
A play-and-reward marketplace that connected World ID, token collection, branded games, and rewards redemption.Consumer product team250K+ users · 201,637 peak daily transactions↗
02Unity 3D · Rewarded advertising
Runner
An endless-runner game that made coin collection and rewarded advertising part of one continuous interaction.Consumer product team28-second shipped-product recording↗
03Shopify · Commerce operations
MimiBeds
Storefront and operating-system improvements focused on conversion friction, internal workflows, and execution.MimiBedsShopify storefront and operations↗
04World ID · Verified-human social
Orbit
A social product that made proof of personhood visible without requiring people to expose their real-world identity.Social product teamVerified-human product primitive↗
05Canadian Arctic · Critical sensor systems
METIS
An instrumented mechanical interface designed to determine whether a critical vehicle sensor remains physically trustworthy in extreme cold.Arctic defence clientSix-system architecture · hardware validation pending↗