"Sovereign Dynamics team on AMD Developer Hackathon: ACT III Hackathon"

Team Idea

Building TENURE: An enterprise-grade, earned-autonomy decision engine for commerce and industrial workflows powered by Google DeepMind Gemma on AMD ROCm cloud infrastructure. Replaying historical operational decisions to statistically prove alignment and automate high-stakes actions with audit-grade governance.

Team Members

Surya Prasanth R

suryaprasanthcse

Autonomous Systems Engineer

Submission

TENURE

Earned autonomy for customer-resolution agents: replacing static prompt guardrails with Wilson confidence gates, Bernoulli CUSUM drift containment, and SHA-256 ledger auditability.