◈ AI LEGAL FACTORYAN OPERATING MODEL

FROM BUSINESS NEED TO COMPLETED WORK

Requests and signals.
One connected legal factory.

Business requests and emerging signals bring context together. Authorised work moves forward. Decisions surface to the people who need to make them.

Follow a distribution agreement ↗
THE FACTORY IS RUNNING
Overview of the AI Legal Factory: signals and business requests feed agentic intake, self-service and legal judgement. Legal Operations, the matter coordinator and Legal Engineer support the work.

The matter coordinator spans the factory stages, tracking and following up on work within the capabilities maintained by Legal Operations and the legal team. The matter board and its statuses are illustrative, not live.

Triggers generate work. Intake gathers context. A regulatory change, notice, renewal or event from another system opens a candidate work item. Intake then collects relevant facts, terms and history to form a sourced instruction, just as it does for a business request.

Within approved scope

The factory assembles documents from approved templates and matter facts, checks clauses and risks against the playbook, and releases work under agreed authority.

Needs legal judgement

An issue rises with evidence and a recommendation. AI tools support portfolio scanning, multi-document review, automated review and draft redlines. The lawyer reviews and decides; the decision can return to execution.

AI assists.
The lawyer decides.
LEGAL OPERATIONS / THE FIVE CAPABILITIES

Legal Operations and the Legal Engineer work with the legal team to maintain and improve these capabilities; the automated coordinator runs matter actions within them.

A NEW PATH INTO THE FACTORY

From signal to
sourced instruction.

A request is one way work begins. A signal can reveal a need before anyone asks. Both enter the same agentic intake, where evidence, authority and next steps are made clear.Three fictional examples · Demonstration only · No live integrations

INCOMING FEED 01

Business requests

A person asks for help with a defined need.

INCOMING FEED 02

Signals & triggers

An event or change, including an event from another system, suggests a need for attention. Intake gathers relevant context.

SHARED DESTINATION

↓ Agentic intake

Generate a candidate work item. Gather context. Assess, connect, decide and route with evidence.

Act — create an appropriate task or instruction within authority.

Monitor — retain the signal and revisit when a condition changes.

Dismiss — record why no action is needed, with the source retained.

CHOOSE AN ILLUSTRATIVE SIGNAL

The distribution walkthrough, negotiation loop and deal coordinator below show an existing, separate illustrative matter—not the selected signal.

A CLOSER LOOK / AGENTIC INTAKE

Watch an instruction
take shape.

Follow one distribution agreement. See what each source adds, what remains uncertain and when legal is needed.Illustrative example · Northstar Devices · Fictional facts

Source documents feed into a distribution agreement instruction, with a clarification loop back to the business.THE SAME MATTER. MORE CONTEXT.

THE NEGOTIATION LOOP

The other side replies.
The work comes back.

A matter rarely travels in a straight line. Each returned draft joins the same record, bringing new changes, decisions and dependencies.

UP TO LEGAL

Judgement & authority

Issue · evidence · recommendation

Decision returns to the factory ↓
THE FACTORY

Compare. Prepare. Track.

Apply the playbook and current instructions. Escalate changes beyond authority.

Authorised response →← Returned draft & commentsEvery version stays with the matter
THE COUNTERPARTY

Vendor & its advisers

Review the proposal, accept positions or return changes and questions.

↑ An exception can surface to legal on any round—not only at intake.

Changes within approved positions can continue through the factory. New exceptions, uncertainty or approval requirements pause the affected work and surface a decision. The business may also need to confirm commercial intent.

THE ROLE THAT KEEPS THE MATTER MOVING

The deal coordinator.
Always watching the next action.

Across intake, negotiation and approval, the coordinator maintains the action plan, gathers outstanding items and brings blockers to the right person.

Check the matter→Collect updates→Prompt owners→Replan & escalate↺
NORTHSTAR / OPEN ACTIONSIllustrative matter

This demonstration changes only this page. No messages are sent and no systems are connected.

Collect the evidence. Match incoming approvals, documents and replies to the right outstanding action, retaining the source.

Keep ownership clear. Track who needs to act, the requested date and which tasks depend on their response.

Escalate the blocker. Surface overdue work, conflicting updates and decisions outside authority. Send reminders only within configured permissions.

The coordinator runs on scheduled checks and relevant matter events. It organises and follows up; it does not invent approvals, accept new commercial positions or replace legal judgement.

ONE SYSTEM. TWO ROUTES.

Keep work moving.
Keep judgement accountable.

SELF-SERVICE

Assemble. Review. Release.

Self-service does the work, from a sourced instruction to an authorised work pack.

  1. Document assemblyCombine approved templates, clauses and matter facts into a draft agreement. Flag missing facts rather than inventing them.
  2. Playbook risk reviewCheck required clauses, proposed positions and risk limits against the approved playbook. Record the findings; surface exceptions to legal.
  3. Authorised releaseRelease the work pack only when required checks and approvals are complete. Include the document, review findings and recorded authority.
LEGAL ESCALATION

Surface a focused decision

When there is an exception, uncertainty or authority limit, legal receives the issue, evidence and proposed next step. A decision can return work to the factory.

The continuous journey

Original intake animation. The interactive site below also includes the counterparty negotiation loop.