Gebeta Sovereign Code Assistant is a local-first AI engineering environment that enables developers and teams to code, review, refactor, test, and execute agent workflows without exposing proprietary source code to third-party AI providers.

Operating across cyber security, intelligence, and financial systems — building detection, analysis, and resilience capabilities in adversarial environments.

Real-time Mule Account Detection Engine for UPI. Uses Graph Neural Networks (GraphSAGE), JA3 Fingerprinting, and Behavioral Forensics (EIF) to identify money laundering rings, smurfing, and collusive fraud networks in milliseconds.

SignalBind is a trust layer for digital onboarding that ties user consent to verified SIM ownership preventing fraud from recycled numbers strengthening consent capture for regulatory compliance.

Open-Behavioral-Auth (OBA): A privacy-first, open-source engine for passive MFA. Capture user "rhythms"—keystroke dynamics and pointer velocity—via a lightweight JS SDK. Features adaptive threshold matching to handle behavioral drift across devices. Build and self-host your own RBA framework to detect anomalies without user friction.