Research

Research that has to survive review.

We work with universities and research organisations on methods that make AI outputs checkable. Our flagship collaboration is PROVENANCE, a Horizon Europe consortium.

Horizon Europe · PROVENANCE

PROVENANCE

A Horizon Europe consortium built around Hermeneia, our editorial-intelligence system. Translation, editing and review that keep the author's structure, voice and meaning, with a verifiable record of every change.

About Hermeneia →
15
Partner organisations
10
Countries
Academic partners include
  • Aristotle University of Thessaloniki
    Greece
  • University of Niš
    Serbia
  • OSTIM Technical University
    Türkiye

and 12 further organisations across 10 countries.

Research lines

Where the method is being extended.

01

Language and provenance

Controlled transformation of text with a sealed record of what changed and why. The basis of PROVENANCE.

02

Verification kernel

The shared constructor / verifier core: outputs are accepted only when defined conditions are met.

03

Financial-crime reasoning

Case-level reasoning for AML alerts, evaluated blind against banks' recorded decisions.

04

NeuroCore

Constrained modelling of neurodegenerative pathways. Research-stage; the emphasis is methodological.

Our wider work runs across programmes from low-carbon materials to maritime and legal technology.

Collaborate

Building a Horizon Europe proposal?

We join consortia as a technology partner where verification, traceability and human oversight are central to the work. Tell us about the call and your consortium.