"GEM-Squared team on Transforming Enterprise Through AI Hackathon"

Team Idea

AI agent governance by contract: actions become F:A→B|P; outputs are scored for grounding, drift, and overclaim. Math, not vibes.

Team Members

Inseok Seo

gemsquared

Full stack Architect Founder

Kobus Wentzel

jiwentzel94025

Selfemployed

Submission

GEM² — AI Governance at the Edge

GEM² Audit OS is an AI governance layer that turns agent actions into contract-bounded steps, audits inputs and outputs at the edge, and produces regulator-readable evidence without requiring humans to manually inspect every AI decision.