AI-assisted hearing preparation: a verification workbook

What should counsel verify before using AI in hearing preparation?

Check the hearing's purpose, the exact relief sought, the governing sources, the evidentiary record, and the court's current instructions. Separate propositions counsel can support from assumptions and rehearsal material. A polished outline is not a checked hearing packet.

Build the packet around the decision

Begin with one sentence stating the decision requested at the hearing. Then attach a source-backed issue outline, a record index, an opposing-position summary, and a logistics card. ABA Formal Opinion 512 discusses the lawyer's continuing responsibility for professional judgment when using generative AI. [S1]

• Relief: precise requested action, with alternatives clearly distinguished.
• Authority: court, date, current text, pinpoint, and proposition supported.
• Record: exhibit or docket reference, page, context, and disputed status.
• Procedure: notice, hearing scope, submission limits, and current order.

Use a proposition ledger

Review one claim at a time. A citation can exist yet fail to support the claimed point. Proposed ledger fields are: proposition; authority type; exact source; supporting passage; adverse qualification; record dependency; reviewer; status. Mark 'not checked' differently from 'checked and unsupported.'

• Verify quotations against the actual source, including omitted qualifying language.
• Distinguish a party allegation, witness testimony, stipulated fact, and judicial finding.
• Check whether the outline assumes facts the court has not accepted.
• Assign unresolved questions before the hearing; do not bury them in footnotes.

Synthetic example: rehearsed answer becomes narrower

A fictional draft says, 'The email proves the shipment was accepted on Monday.' The source email merely says, 'We received your message Monday.' A useful review changes the proposition to the supported statement and labels acceptance as disputed. A rehearsal agent may then ask counsel how acceptance will be established; it should not fill the gap with a confident inference.

• Original output: asserted acceptance.
• Checked source: acknowledgment of a message.
• Corrected outline: acknowledgment established; acceptance requires separate support.
• Open task: identify an admissible source and prepare for the opposing interpretation.

Close legal and technical readiness separately

Remote-hearing guidance can help with preparation, but it cannot establish permission to appear remotely in a particular matter. New York's published guidance explains that the court supplies notice and joining instructions. [S2]

• Legal readiness: citations, relief, factual support, adverse authority, and permitted argument reviewed.
• Presentation readiness: correct exhibit version, readable display, and paper or local backup.
• Participation readiness: connection, court contact, interpreter/accommodation route, and time zone checked.
• Final status: ready, ready with named exceptions, or not ready; include the approving person's role.

Scope and limitations

General preparation method for legal professionals; examples are synthetic and make no claim about a live matter. Applicable rules and orders must be researched separately.

No court calendar, local AI order, evidence ruling, or specific case deadline has been verified. The method supplements counsel's judgment.

Sources

1. American Bar Association — Formal Opinion 512 (2024) — ABA interpretation of Model Rules for generative AI, including competence, confidentiality, supervision, communication, and fees; local law must be checked. Checked 2026-11-05
2. New York Courts — Guidance for Virtual Appearances — Court notification and joining instructions, technical preparation, and interpreter request. Checked 2026-11-05

Explore further

For related exploration of AI workflow assessment and human review, visit Agentic Attorney at https://agenticattorney.com/ . This workbook does not arrange appearances or provide representation. Explore Agentic Attorney.