How to Automate Conflict-of-Interest Checks

By Jude Lee · · Workflow

A paralegal running a conflict-of-interest search on a computer

Conflict checking is the step everyone agrees is critical and almost no one automates well. It usually lives as a manual database search someone remembers to run — sometimes after a consult has already been booked, occasionally after the engagement has started. That gap is both a risk and a workflow bottleneck, and it’s one of the most automatable parts of intake.

Why it’s the most under-automated step

Most firms run conflict checks manually because the tools make it possible but not automatic. The result: the check depends on a person remembering to do it, at the right moment, thoroughly. When intake is busy, that’s exactly when checks slip — and a late-discovered conflict wastes everyone’s time and can force a firm to withdraw.

A conflict check that depends on someone remembering to run it is a conflict check that will eventually be forgotten at the worst possible moment.

Automating it end to end

  1. Make the check a gate, not an afterthought

    Wire the check into intake so it runs automatically before a consult is booked — searching your matter and contact database for the prospect and adverse parties.

  2. Capture the right parties at intake

    The check is only as good as its inputs. Your intake form should collect the client, adverse parties, and related entities so the search has something to match against.

  3. Surface potential hits for human review

    Automation gathers and flags; a lawyer decides. Present possible matches clearly for a human to clear or escalate — never auto-clear a matter.

  4. Log the result on the matter

    Record that the check ran, what it found, and who cleared it. That audit trail is as valuable as the check itself.

The limits of name-matching

Where custom fits

Built-in / basic automation
  • Automates name-based searching of your database
  • Fast to enable via practice-management APIs
  • Good enough for many firms’ first pass
  • Misses related parties and relationship conflicts
Custom conflict layer

This is operations guidance, not legal or ethics advice — your firm remains responsible for its conflict-clearance decisions and professional-responsibility obligations.

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