Case studies
Applied AI · Mechanical reliability · Evidence-linked reasoning
Mechanical Evidence Engine
An AI-assisted workspace that helps engineers organise equipment evidence, compare likely causes, and choose the next physical test.Studio productFrom machine symptoms to a testable investigationAI-assisted investigation platform
World Network · Verified-human rewards
Rolu rewards marketplace
A play-and-reward marketplace that connected World ID, token collection, branded games, and rewards redemption.Product engagement250K+ users · 201,637 peak daily transactionsProduction product
Unity 3D · Rewarded advertising
Runner
An endless-runner game that made coin collection and rewarded advertising part of one continuous interaction.Client engagementA shipped Unity game loopShipped interaction
Shopify · Commerce operations
MimiBeds
Shopify storefront and workflow improvements for the team behind MimiBeds.Client engagement · Project summaryShopify storefront and operationsClient engagement
World ID · Verified-human social
Orbit
A social product that made proof of personhood visible without requiring people to expose their real-world identity.Product design · Project summaryHuman verification in a social feedWorld ID social experience
Canadian Arctic · Critical sensor systems
METIS
A sensor mount designed to detect when extreme cold, impact, or ice compromises the mechanical connection a vehicle sensor depends on.Engineering programSix integrated mechanical systemsMechanical design · Rev C4.3