We build verification and trust into systems where a single mistranslated clause carries legal, clinical, or financial consequences.
Language is a system of trust, where meaning, authority, and risk travel together.
For twenty-five years, we have served law firms, regulators, clinical teams, and governments — domains where an ambiguous phrase can move markets, invalidate evidence, or harm a patient.
GAI Labs is our answer to what frontier AI still gets wrong here: it produces fluent output faster than it can be trusted. Our research makes the trust keep up.
Each programme is anchored to a failure mode we’ve seen in a regulated client’s production pipeline — not to a benchmark.
Two Knowledge Transfer Partnerships with Sheffield Hallam. Recognised among the top 50 KTPs in UK history. Originated GAI Translate; currently developing agentic AI for multilingual dataset labelling.
Domain-specialised SLMs on secure Azure private cloud with a human-verified data lake. Our thesis: for regulated sectors, a small model on the right corpus beats a general-purpose LLM under audit.
Multi-persona agent panels that stress-test translated and generated language the way a Japanese pharma regulator, a German finance counsel, or a Gulf compliance officer would — before the output reaches a real reader.
Not a startup. A lab with twenty-five years of receipts.
Years of practice in regulated language work, since 2001.
Queen’s Award for Enterprise — recognised for innovation at the national level.
ISO-certified information security. Research happens inside an audit boundary.
Customers across law, life sciences, finance and government — the ground truth our research is tested against.
Pilot GAI Labs research inside your compliance boundary. Typical partners: legal, clinical operations, regulatory affairs, financial communications.
Start a conversation 02 — KTP & academic partnershipsJoint Knowledge Transfer Partnerships, visiting researcher placements, and co-authored papers with Sheffield Hallam and others. Our two KTPs were recognised among the top 50 in UK history.
Propose a partnership 03 — Synthetic audiences & evaluationMulti-persona evaluation panels, SLM benchmarks, and published methods. Stress-test translated or generated language before it reaches a regulator.
See what we’ve released