Knowentra

Knowentra is building a governed AI operating layer that lets enterprises securely connect internal data, business systems and workflows to modern AI models. It sits as an intelligence layer over existing software — with a Secure LLM Gateway, policy-based controls and role-based access — rather than trying to replace it.

Most enterprises are stuck between wanting to use powerful AI models and being unable to expose proprietary data to public services. Knowentra targets exactly that gap, aiming to move companies from isolated AI experiments to auditable, enterprise-wide deployment.

Founded in 2026 by Ali Ugur Kaymaz, the company is built around a straightforward premise: enterprise AI stalls when sensitive data can't safely meet the models. Beyond that, the founding team keeps its cards close for now.

It's early days and pre-funding, so the proof will be in execution — but the team's focus on governance, RBAC and flexible cloud, hybrid or on-premise deployment suggests a clear-eyed read of what actually blocks enterprise adoption.