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Case study · Corporate & commercial

First-pass review in minutes, not days.

Commercial teams review the same clauses again and again. Agents review contracts against your playbook and draft redlines for a lawyer to approve.

Illustrative scenario based on how we build agents for corporate & commercial. Not a named client.

The challenge

01
Associates stuck on first-pass review
02
Inconsistent positions across the team
03
Clients pushing for faster turnaround

The agents

AgentContract review agentReviews contracts against your playbook in minutes.AgentResearch agentAnswers legal research questions with a source for every claim.AgentBilling & time agentCaptures billable time and chases unpaid invoices.

The rollout

01
Contract uploaded
02
Checked against your playbook
03
Redlines drafted with a reason for each
04
Lawyer approves and time is captured

The outcome

Faster turnaround on fixed-fee work, with consistent positions.

Picture the scenario in a mid-sized commercial team

Imagine a team where every incoming supplier or customer agreement lands on an associate's desk, whatever its risk. The associate reads it all, marks the same liability and renewal points again, and the partner sees it only at the end. This scenario shows how the contract review agent changes the order of work, not who is accountable. The agent reads first, using the playbook your lawyers wrote. The associate starts from a marked-up draft with the issues ranked.

What each person does in the new flow

The partner agrees the playbook and decides which deviations need sign-off. The associate checks the agent's flags, accepts or changes the redlines and handles anything unusual. The agent does the first read and the formatting. Consider the associate's view as well. Review becomes checking and judging rather than first-pass reading, which most lawyers find a better use of their training. The change still needs support. We would run a short session on how to read the agent's flags.

  • Agent: reads, flags and drafts tracked changes
  • Associate: reviews every flag and edits the redlines
  • Partner: owns playbook changes and escalations
  • Client: receives only lawyer-approved advice

What a firm would track

In a real engagement we would agree success measures in the blueprint: time to first draft, how many suggested redlines are kept, and how consistently positions match across the team. This page is an illustration, not a client result, and we make no promise about how much faster any firm will become.

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