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aileaders · Legal professions

The right documents. Your legal expertise.

Search authorized files, precedents and templates. Counsel reviews the analysis and anything shared.

Document review · Lawyer approval

Illustrative example — adapt to your rules

Selected question

“Where is the termination clause?”

Prepared researchClause found · context to review

Document consulted

Selected agreement · termination paragraph

Counsel assesses the clause’s effect.

Counsel review

Excerpt and points to check
Permitted outputResearch note — not sent

The mission

Prepare research; leave analysis to counsel.

The agent cites documents and precedents for a note or draft. Counsel checks context, analysis and anything shared.

Law firm workflows

Research, templates and document review.

01

Sourced document review

Find a clause in authorized matter documents.

  • Document and passage cited
  • Counsel retains legal analysis
02

Precedent research

Search internal precedents or selected authorities.

  • Sources cited
  • Check relevance before reuse
03

Drafts from templates

Draft a letter from an authorized template.

  • Review facts and clauses
  • Approve before sending

Agent configuration

Matter-level access, lawyer-led review.

Illustrative read-only view; the firm defines matters, roles and actions.

Illustrative configuration · read only
MissionResearch and prepare

Cite documents for a draft.

Authorized sourcesMatter · contracts · templates

Documents available to the role.

Read toolsSearch · consult · cite

Read and reference authorized files.

Write toolsNote · template draft

Record after review if permitted.

Approval and successCounsel approval

Accepted, sourced file; measure time and quality.

A supervised workflow

From question to reviewed document.

  1. 01

    Request

    Select research or a drafting task.

  2. 02

    Consult

    Read authorized matter documents.

  3. 03

    Prepare

    Cite passages in a note.

  4. 04

    Review

    Counsel checks source and analysis.

  5. 05

    Deliver

    After approval, record if permitted.

Sources, tools and control

Confidentiality is scoped to actual access.

Define matters, roles and restrictions; document rights do not extend to the corpus.

Read

  • Authorized matter documents and agreements
  • Templates, precedents and due diligence

Prepare or write

  • Research notes and drafts
  • No communication without approval

Human decision

Counsel validates analysis and shared documents; sensitive matters return to professional review.

Measure before expanding

A reviewed matter with sources and corrections visible.

Compare similar files; no legal outcome is assumed.

01

Time per reviewed file

Measure research, checking and corrections.

02

Document quality

Check references, clauses, omissions and corrections.

03

Total cost

Include platform, models, tokens, hosting, integration, operations and review.

Time saved ≠ cash saved: compare cost and quality.

Start with a pilot

One document family with clear access rights.

01

Choose

Select a contained research task.

02

Scope

Define sources, roles, templates and exclusions.

03

Compare

Measure time, quality and total cost.

FAQ

Frequently asked questions

Does the agent provide legal advice?

No. Counsel interprets the sources and formulates advice.

Can it send a document?

Only after counsel approves, if integration and permissions allow.

How can access between matters be limited?

Define and check permissions, corpora and roles by matter during the pilot.

Continue exploring

Scope verifiable legal research.

Define matter, sources, access and professional review.

Start with one document family and an approved template.