Built by scientists. Backed by patents. Trusted by the math.
Q-Verity exists because AI-generated legal citations are creating a crisis of trust in the legal system.
Every day, lawyers submit briefs containing citations that sound real but aren't — or worse, cite real cases but fabricate what they held. Courts have begun sanctioning attorneys, issuing standing orders requiring AI disclosure, and questioning the reliability of every brief that crosses their bench.
Q-Verity applies measurement science to this problem: patented verification that operates at the geometric level of meaning, not the surface level of text. We don't guess whether a citation is accurate. We measure it — across 144 interpretable dimensions — and show our work.
The research institution behind Q-Verity.
The European Institute of Science in Management (EISM) conducts interdisciplinary research at the intersection of quantum mechanics, information theory, and machine learning. EISM's work bridges fundamental physics and applied AI, developing measurement frameworks that make AI systems interpretable and verifiable.
Q-Verity is the first commercial product derived from EISM's research into dual-boundary information dynamics — the discovery that AI model behavior can be fully characterized by measuring two orthogonal geometric boundaries during inference.
Science, not marketing. Measurement, not prediction.
The dual-boundary controller is protected by an international patent filing. The verification methodology is proprietary and cannot be replicated by prompt engineering or API wrappers.
The underlying science is published in research papers and validated on 29,887 claims across 4 benchmarks. Every claim we make about accuracy is backed by 5-fold cross-validated results.
Every verification result is traceable to specific geometric dimensions and transformer layers. Q-Verity doesn't produce black-box scores — it shows exactly where a claim diverges from its source and why.
Where other tools rely on database lookups or celebrity endorsements, Q-Verity relies on science. The dual-boundary verification system measures the geometric relationship between a legal claim and its source across 144 interpretable dimensions. When Q-Verity flags a citation, it can tell you which segments of the claim are unsupported, which layers detected the divergence, and how confident the measurement is.
Research & Development
Understand the methodology. Review the benchmarks. Then decide.