Professional assessment
Record independent lawyer findings and the conditions under which a workflow is suitable.
For litigation practitioners
A practical evaluation of legal AI should begin with unfamiliar synthetic evidence and a difficult, genuinely disputed proposition.
This is an evaluation proposal, not evidence that independent practising-solicitor testing has been completed.
A witness says the defendant received a warning before signing. Which documents support and undermine that account, which dates are uncertain, and what source material must be inspected before advising?
The evaluator should open each original source and check context, document version, dates, contrary material and what the system did not search. No evidence located is not the same as evidence does not exist.
Open the unfamiliar synthetic matter without coaching. Ask what deserves professional attention first.
Compare source discovery against a human-established reference set. Record missed material, not just correct quotations.
Review disputed dates, qualifications, versions, source passages and unsupported inferences.
Can a practitioner distinguish proposals, saved work and decisions they have personally accepted?
Ask a question without enough support and introduce a conflicting source. Record whether uncertainty and corrections are visible.
Record independent lawyer findings and the conditions under which a workflow is suitable.
Measure citation accuracy, checking time, false negatives, corrections and comparative usefulness.
A synthetic demonstration does not approve use of privileged or confidential client material.