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Curia resource · Discovery follow-up

AI undertakings tracking for Ontario litigators.

A source-grounded workflow for discovery follow-up that keeps transcript answers, undertakings, productions, and lawyer review connected.

Transcript-linked follow-up Lawyer-reviewed status
Quick answer

AI can organize undertakings. Counsel decides what is complete.

Ontario litigators can use AI to extract undertaking items, refusals, transcript anchors, missing documents, and follow-up tasks. The reliable workflow keeps each item tied to the exchange that created it and the response that later closes it.

Curia workflow

Follow-up work should stay inside the matter file.

Curia connects transcripts, productions, timelines, research, and drafts so undertaking follow-up can move from a transcript answer to a tracked task, response review, and next step.

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Discovery discipline

Undertakings are only useful when they stay tied to the transcript.

Discovery follow-up can sprawl across transcripts, letters, production batches, refusal lists, counsel notes, and deadline reminders. AI can help turn that material into a structured tracker, but the tracker should never become detached from the source exchange.

A useful AI workflow preserves the question, answer, requested follow-up, response, and lawyer review decision in one place. That matters because a partial response, unclear refusal, or missing document can affect later drafting, settlement work, or hearing preparation.

This page is general legal-technology information for lawyers and law firms. It is not legal advice and does not recommend a discovery strategy, motion step, or position on any specific undertaking.

Six-step workflow

Move from transcript exchange to verified follow-up.

The goal is not to automate a discovery position. The goal is to make every open item easier to inspect, assign, verify, and close.

  • 01
    Start with the transcript and undertaking list.
    Separate the examination transcript, counsel notes, refusal notes, undertaking chart, productions, and correspondence so each follow-up item can be checked against its source.
  • 02
    Extract each commitment with context.
    Use AI to identify undertakings, refusals, advisements, document requests, and follow-up questions, then keep the transcript page, question, answer, witness, and counsel context visible.
  • 03
    Classify the next action.
    Group items by missing document, answer to provide, refusal to review, correction to confirm, deadline to monitor, or issue that needs lawyer judgment.
  • 04
    Tie responses back to the record.
    When productions or answers arrive, connect them to the original transcript exchange and mark whether the response appears complete, partial, inconsistent, or still open for review.
  • 05
    Surface gaps before they age out.
    Ask AI to flag overdue items, unanswered requests, ambiguous responses, repeated missing documents, and transcript points that may need a follow-up letter or motion strategy.
  • 06
    Preserve the review trail.
    Counsel should record what was accepted, challenged, deferred, or escalated so the undertaking file remains auditable when the matter moves to mediation, motion practice, or trial preparation.
Tracker fields

What an AI-assisted undertaking tracker should preserve.

Each row should make status easier to verify, not harder to challenge or explain.

Transcript anchor

Transcript anchor

Page, line, question number, witness, counsel, and short context for the exchange that created the item.

Item type

Item type

Undertaking, refusal, advisement, document request, correction, clarification, or follow-up question.

Requested response

Requested response

The document, answer, correction, explanation, or confirmation expected from the responding party.

Issue tag

Issue tag

The pleading issue, damages topic, credibility point, limitation question, production gap, or witness topic connected to the item.

Status

Status

Open, due, answered, partially answered, refused, challenged, accepted, or escalated for lawyer review.

Review note

Review note

Counsel notes on completeness, privilege, relevance, proportionality, inconsistency, and the next practical step.

Risk controls

Red flags before relying on an AI undertaking chart.

Check: An undertaking list is separated from the transcript exchange that created it.

Check: AI marks an item complete without comparing the response to the original question or request.

Check: Refusals, advisements, and partial answers are mixed into the same status without lawyer review.

Check: The chart hides uncertainty, missing productions, privilege issues, or follow-up deadlines.

Check: Sensitive transcript material is pasted into a tool without approved confidentiality and access controls.

Before discovery

Better questions make cleaner follow-up.

A source-grounded discovery plan can make undertakings easier to track because the question objective, expected document, and follow-up trigger are visible from the start.

Read discovery workflow
After follow-up

Responses should update the timeline and next draft.

When an undertaking response fills a gap or creates a new issue, the litigation timeline and drafting record should show the change.

Read timeline workflow
FAQ

Common questions about AI undertaking tracking.

Can AI help track undertakings after examination for discovery?

AI can help extract undertakings, refusals, advisements, document requests, and follow-up items from transcripts and correspondence. Lawyers should verify each item against the transcript and decide how to respond to incomplete, disputed, or sensitive items.

What should an AI undertaking tracker include?

A useful tracker should include the transcript anchor, item type, requested response, issue tag, status, due date or follow-up timing where applicable, response reference, and lawyer review notes.

How do lawyers verify AI-generated undertaking lists?

Lawyers should compare each listed item to the transcript, counsel notes, correspondence, productions, and any response received. Important status changes should stay tied to source references and human review.

Can AI decide whether an undertaking response is complete?

No. AI can highlight possible gaps or inconsistencies, but counsel should decide whether a response is complete, whether a refusal should be challenged, and what follow-up step fits the file.

Curia for litigators

Track discovery follow-up with the record still in view.

Curia helps litigation teams connect transcripts, productions, timelines, and drafts so undertakings stay reviewable from examination to the next step on the file.