Juratum

The sovereign expert network · London

Evaluation sets · Training data · Expert work

Expert data,
sworn.

Juratum is the UK and European network of vetted, named professionals — lawyers, clinicians and defence specialists — producing evaluation sets and training data for the builders of AI. Every item of work is attributable: authored, reviewed and adjudicated by identified experts, under a published standard, on sovereign infrastructure.

I. Recitals

The premium supply of expert data is American.

The laboratories no longer buy crowd-sourced labels. They pay professionals — to write evaluation rubrics, grade clinical answers, author the tasks that models are trained and measured against. But the companies supplying that work are US-owned, US-hosted and US-contracted.

For a European laboratory bound by the EU AI Act, a British department handling sensitive material, or any buyer who must show precisely where its data came from, that supply chain is unusable. Juratum exists to be the alternative — sovereign at every layer: the professionals, the platform, and the paper trail.

II. The Network

Named professionals. No crowds, no anonymity.

  1. 2.1
    Credentials verified. Members are admitted from the regulated professions — solicitors, barristers, registered clinicians, cleared specialists — checked against the professional registers.
  2. 2.2
    Entry by assessment. Every candidate sits golden tasks — items with known, adjudicated answers — before touching live work. Acceptance rates are recorded and disclosed.
  3. 2.3
    Named accountability. Every item of work carries the identity and qualification class of the experts who made it.
  4. 2.4
    Continuous calibration. Agreement between experts is measured throughout every campaign. Work that falls below the measured expert baseline is removed — and deleted, not quietly retained.
III. The Work

Three disciplines, comprehensively.

Evaluation sets, training data, and expert work on client-supplied material — each vertical covered across its full breadth, never a single niche.

Law

UK-jurisdiction evaluation and training data across the practice areas — contract, litigation, employment, property, regulatory, public law. Every authority cited is verified against the primary source.

Medicine

Clinician-graded work reflecting UK practice — NHS pathways, UK-licensed medicines, UK governance. Safety criteria gate every clinical rubric.

Defence

UK-eyes benches assembled to the customer’s security requirements, on the customer’s terms. Built with defence buyers, not presumed for them.

IV. The Standard

Method public. Data private.

All Juratum work is governed by the Juratum Standard — a published, versioned quality standard covering expert vetting, per-item rubrics, multi-expert adjudication, agreement measurement, contamination control and independent audit. Every deliverable cites the version of the Standard it was produced under.

No vendor in this market publishes one. We consider that the point.

Evaluation sets are private by default and auditable without disclosure: an independent auditor can certify a dataset against the Standard by cryptographically-committed random sampling — without the dataset ever leaving escrow.

V. Sovereignty

Declared, not implied.

Every engagement carries a declared sovereignty class, provable from its provenance records:

UK‑sovereign UK-based, UK-national personnel; UK data residency throughout. For His Majesty’s Government, defence and UK-regulated work.
EU‑sovereign EU-based, EU-national personnel. For buyers under the EU AI Act and European procurement requirements.

Personal data moves freely between the EU and UK under the renewed adequacy decisions, in force to December 2031.

VI. The Firm

Instruments designed by the people who measure people.

Juratum’s talent-filtration instruments — the entry assessments, golden tasks and calibration measures that govern admission to the network — were designed by HCPC-registered, chartered occupational psychologists whose careers were spent at the very top of the talent-sourcing profession: selection for defence, for national health, and for the highest-stakes executive appointments, where a wrong judgement about a person is the most expensive mistake there is.

Juratum’s engineers build what AI newly makes possible in the analysis of expert performance — securely, comprehensively, and in depth.

The vetting funnel in Clause II is not borrowed practice. It was built by people who did this for a living.

Sch. A Specimen

The provenance record.

Every item in every Juratum deliverable carries one.

item        JUR-LAW-000214
source      ET decision 2201992/2025 · licence OGL v3.0 (verified 2026-07-02)
author      solicitor (England & Wales) · class A
reviewer    barrister (England & Wales) · class A
adjudication  none required · agreement within campaign baseline
rubric      v1.3 · 11 weighted criteria (2 negative)
standard    Juratum Standard v0.1
sovereignty UK-sovereign
exposure    none · held out
IVRATVM · LONDINII · MMXXVI · SVB SIGNO VERITATIS · J

Sworn under the Juratum Standard, version 0.1, in the City of London, this year two thousand and twenty-six.

Engagements: [email protected]  ·  Professionals: [email protected]