For legal teams
Legal AI workflow automation
Legal workflow automation is most useful when it removes repeatable administrative work without moving legal judgement outside the firm. This guide helps firms assess two connected but distinct jobs: organising incoming matter correspondence and preparing documentation after client meetings.
Discuss a legal workflow01 / Choose the boundary
Start with repeatable administrative steps, not legal advice.
The strongest first workflow has a clear trigger, known destination and a firm-owned review point. Email filing and meeting follow-up are separate workflows: one keeps matter correspondence organised; the other turns a recorded interaction into draft documentation. Combining them in a roadmap can reduce duplicated handling, but each should be designed and tested against its own records, templates and approvals.
02 / Incoming correspondence
Define what may be classified, named and filed.
For an email workflow, map the inboxes, matter references, document types, priority cues, naming convention and folder structure that the firm already uses. The Smokeball email automation case shows an approach that classifies incoming messages and attachments using content, sender and context, then applies the firm's naming convention and files to the appropriate client folder with an audit trail. Firms should decide which matching confidence, matter status or message types require a person to intervene before any writeback.
03 / Meeting documentation
Treat generated documents as drafts for solicitor review.
A meeting workflow needs clear inputs and a controlled output path: scheduled meeting details, recording and transcription, approved document templates, and a place for the reviewed file. In the Legal Meeting Intelligence case, Outlook calendar information pre-populates scheduled participants; the workflow creates drafts of an internal file note and a client letter from the transcript, with solicitors reviewing and approving them. That division matters: automation can prepare a structured draft, while the solicitor remains responsible for accuracy, advice and release.
04 / Exceptions and ownership
Design the handoff before the happy path.
Ask how the workflow behaves when a matter cannot be identified, a sender is unfamiliar, a recording is incomplete, a template does not fit, or a generated draft needs correction. Useful designs make those exceptions visible to the right person, preserve an audit trail and make it clear who can correct data, update conventions and approve changes. Access, retention and storage choices should be reviewed against the firm's own obligations and policies rather than assumed from a generic workflow.
Buying questions
Questions to bring to a first workflow discussion.
- 01
Which inboxes, meeting types and document categories are in scope for a first release?
- 02
What matter identifiers, naming rules, folder structures and templates must be preserved?
- 03
Who reviews uncertain matches, incomplete transcripts and drafts before they are filed or sent?
- 04
Where should recordings, transcripts, audit information and approved documents be retained?
- 05
Which staff members own exceptions, template changes and ongoing workflow review?
