We stay accountable
We do not ship an agent and walk away. We run it, watch it, and answer for it.
The company behind the agent.
Qualiar builds and deploys private AI agents for institutions, and stays accountable for them. We start with real estate, where the work is concrete and the stakes are real, and extend the same standard to wealth, banking and litigation. European platform, Paris-based team, sourced legal and technical partners.
Rigour and speed shouldn't be a trade-off. Institutions handling high-stakes files have been told to pick one. We build agents that hold both, sourced reasoning, auditable output, memory that lasts, and we stay accountable for every result. You keep the decision and the signature.
What we hold to, without exception.
Sourced, never invented
Every claim an agent makes is traceable to a source. No confident guesses.
Concrete before broad
We start where the work is real, real estate, and earn the right to expand.
Bring a real file. See what the agent does with it.
A 30-minute session on a file you actually work, no slides, the agent runs it live. We reply within 48 business hours.