AI-assisted processing and human review

How UKG uses automated checks, the limits of those checks and how to request human review.

Purpose and scope

UKG may use rules, automation or configured AI services to support document consistency checks, completeness screening, fraud or integrity signals, workflow routing and administrative prioritisation. These tools support the process; they do not authenticate a passport or qualification at its issuing source unless a suitable external verification provider is expressly used.

No automatic adverse certification decision

An automated mismatch, low-confidence result, integrity flag or missing evidence does not by itself produce a final adverse certification decision. The case is placed into an evidence-required or review status and routed to an authorised person. Final certification controls remain separate from scoring and must follow the applicable scheme and impartiality rules.

Information and logic

Checks may use account details, application answers, document text and metadata, assessment events, security signals and prior workflow records. The logic compares required fields, consistency, configured thresholds and approved rules. Possible consequences are progression, a request for clearer evidence, temporary access restriction or human review.

Your rights and contact

You may ask for an explanation, correct inaccurate information, provide additional evidence, contest a material automated outcome and request human review by contacting info@ukg-ltd.com with your application reference. UKG maintains access controls, logs, testing, change control and risk review for material automation and completes an impact assessment where required.

Where automation may be used

Automation can support high-volume administrative work but is not treated as a substitute for the scheme controls that establish professional competence.

  • Document-text extraction can help compare visible fields with account information.
  • Rules can check whether required fields or documents are present.
  • Workflow engines can route clean cases or flag exceptions.
  • Scoring can apply objective configured rules to recorded assessment responses.
  • AI-assisted summaries can help an authorised reviewer understand a case faster.

Human intervention and limitations

Low-confidence results, conflicting evidence, integrity flags, critical failures or other exceptions may require authorised human review. Automated extraction does not by itself prove the authenticity of a government document or qualification.

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