ngosa lwando niza

Founder at impiy technologies | Building Groundr

I’m a technical founder focused on the intersection of AI reliability and autonomous systems. I built Groundr to solve the biggest hurdle in enterprise AI: the "hallucination tax." My goal is to create a verifiable trust layer that allows AI agents to act with confidence in the real world. Building in public and obsessed with the Reality Negotiation Protocol.

Groundr

Groundr is a verification infrastructure that neutralizes AI hallucinations through the Reality Negotiation Protocol. By using multi-model arbitration (Claude, Gemini, Groq) and real-time evidence grounding, we help enterprises deploy autonomous AI systems with confidence.