Certification Program Prototype

Responsible AI Certification for Legal Workflows

A role-based certification experience for paralegals, attorneys, and supervising attorneys working with AI in legal workflows. This version emphasizes how to get stronger AI results from the start through better prompting, refinement, verification, and workflow judgment.

Step 1
Select Role
Step 2
Review Standards
Step 3
Confirm Setup
Step 4
Start Certification

Select Your Role

Choose the law firm role you want to simulate before you begin. Scenario language and workflow expectations will adapt to that role.

Review Program Standards

Before you begin, review the standards that support high-quality AI outputs in legal workflows.

Core Focus Areas

Prompt Quality Refinement Verification Defensible Use

Risk-Tiered Use Model

  • Low Risk: internal summaries, brainstorming, early-stage research
  • Moderate Risk: draft memos, internal analysis, work product development
  • High Risk: filings, formal opinions, client-facing final work

Quality Standard

  • define the task clearly
  • set useful constraints such as jurisdiction or source requirements
  • refine incomplete or vague outputs
  • verify key authorities and conclusions before reliance
  • escalate only when the issue remains high-risk or unresolved

Confirm Role Setup

Review the selected pathway and the expectations that will apply once you start the certification experience.

Selected Role

What You Will Practice

    What This Prototype Measures

    • prompt strategy
    • refinement and iteration
    • verification accuracy
    • workflow judgment
    Scenario 1 of 5

    Current Matter Context

    Decision Required

    Best Results Checklist

      Workflow Signals

      • Your Role:
      • Feature in Use:
      • Workflow Stage:
      • Output Type:
      • Review Threshold:

      Active Practice Standard

      Certification Outcome

      Performance Insights

      Your readiness score reflects how consistently you worked with AI to produce higher-quality outputs before errors reached downstream legal work. This includes prompt strategy, refinement, verification, and workflow judgment.

      Readiness Score
      0%
      Role Pathway
      Scenarios Completed
      Certification Status

      Category Performance

      What You Did Well

        What You Missed and How to Improve Output Quality

        What Would You Like to Do Next?

        Prototype note: this experience is designed to simulate how a certification system could help legal professionals produce stronger AI outputs from the start, not only catch mistakes after they appear.