Describe one proposed deployment
A firm considering AI review of employment investigation files needs a more precise scope than legal document analysis. Identify the document population, the people described, the purpose, the users, and the proposed output. State whether the pilot uses synthetic, redacted, or live matter material.
The privacy team should determine whether a DPIA is required and how its approved assessment process applies. Preparing evidence is useful even while that threshold decision remains open; do not label a preliminary questionnaire a completed DPIA.
Document the alternatives considered
Explain why the task is proposed and what other ways of doing it were considered. For example, a small review set may be manageable with manual extraction, while a larger collection may justify a controlled assistance workflow. Record the operational benefit without inventing a time-saving percentage.
Identify which data is necessary for the purpose. A reviewer may need clause wording and document dates without needing unrelated identity documents in the same upload. Make minimisation choices concrete and testable.
Tie risks to events
Describe an event, an affected person, and a possible consequence. A generic entry called AI risk gives the assessor little to evaluate. An example is an inaccurate summary of an employee allegation being circulated as an established fact to a decision-maker.
For that event, identify preventive and detective controls: restricted inputs, source-linked review, clear allegation labels, and approval before circulation. Explain who performs each control and what happens if it fails. Keep likelihood and severity assessments with the responsible assessor.
Assemble evidence behind safeguards
Collect the applicable contract version, architecture explanation, access-control evidence, retention terms, and test results. Link each item to the assertion it supports. A certification logo is not a substitute for checking the report's scope, dates, and service coverage.
Record missing evidence explicitly. If a vendor answer says that a feature can be configured, obtain the actual setting proposed for this deployment. Distinguish a possible control from one that has been enabled and tested.
Preserve the decision and review triggers
The final pack should identify the assessor, consultation performed, decision, conditions, and remaining actions. Reference the official GDPR text for the applicable privacy framework and use the organisation's approved assessment methodology.
Set review triggers around meaningful changes, including new data categories, access locations, recipients, or purposes. Keep the historical pack when a new version is approved. A later reviewer should be able to explain why the deployment was permitted at that point in time.
Sources and next steps
This is an editorial workflow guide for legal professionals. The suggested checks are our practical recommendations, not a statement that a regulator requires a particular software workflow.
Explore File Library and Review Matrix, or review Judicio's regional coverage and limitations. Check the underlying source and your organisation's approved process before relying on an output.