Technology
The neurosymbolic engine
The technology behind Filuta’s validation agents — symbolic reasoning fused with machine learning, built to explore interactive systems exhaustively and to leave evidence behind. Gartner’s name for the category is Composite AI.
Why the oracle must be independent
The International AI Safety Report 2026 records that it has become more common for models to distinguish between test settings and real-world deployment, and to exploit loopholes in evaluations. An evaluation whose oracle is the system under test proves nothing.
Our oracle is symbolic and independent of the software it examines, and the scope is declared before exploration starts — which is what turns “we found problems” into a coverage claim.
We also ship no production software. No supplier relationship, no incentive to grade our own homework, and evidence a homologation file can actually use.

Highlights & Achievements
What We've Built, Proven, and Published


Our Talents
We've assembled a one-of-a-kind team of researchers, engineers, and product thinkers — combining academic brilliance with hands-on innovation.













