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AI Rehearsal for Witness Examination and Negotiation
Rehearse questions, listening, and strategy before a high-pressure professional exchange.
01 / The approach
A witness examination or negotiation changes with the counterpart’s answers. Preparation means shaping questions, considering alternative accounts, deciding when to probe, and recognising what remains uncertain.
We design simulations with virtual witnesses and counterparts to practise direct and cross-examination, preparatory interviews, and negotiations. Cases are tailored to the jurisdiction and learning goal; AI outputs do not replace the case file, procedural rules, or professional judgment.
02 / How it works
Prepare the case
Define facts, sources, objectives, procedural constraints, and possible responses.
Conduct the rehearsal
Ask questions, listen to answers, handle inconsistencies, and adapt strategy in real time.
Review and repeat
Examine the sequence, wording, missed opportunities, and consequences; test another approach.
03 / What to observe
Relevance and sequence of questions
Listening and follow-up
Handling inconsistencies and objections
Fit between strategy, ethics, and applicable rules
04 / A concrete example
A simulated witness
A virtual witness responds differently depending on the questions asked. The professional tests a line of direct or cross-examination, reviews unresolved points, and repeats the exercise. The same approach can be configured for negotiation, with interests and possible agreement ranges set in the case.
05 / How to tailor it
Jurisdiction, role, stage, case materials, language, debriefing, and supervision are defined with practitioners. Real case data calls for appropriate confidentiality safeguards.

