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Legal Nurse Consultant -- Legal Tech AI & MedChron Validation
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ABOUT ASSEMBLY SOFTWARE
Assembly Software is a PE-backed B2B SaaS legal technology company serving more than 2,500 law firms across the United States. Our platform supports the full lifecycle of legal matter management, and we are actively expanding our AI-powered capabilities to help firms work faster and with greater confidence. Our team is fully remote and mission-driven.
THE OPPORTUNITY
We are developing an AI-powered medical chronology tool designed specifically for personal injury law firms. As we prepare for broader release, we are engaging a select group of credentialed clinical experts to independently validate the tool -- ensuring that our output is clinically accurate, properly sequenced, and aligned with what PI attorneys actually need from a medical chronology.
This is a paid consulting engagement, not a permanent role. We are looking for a small number of Legal Nurse Consultants who can bring deep, practice-based expertise to this validation work and provide structured, actionable feedback.
WHAT YOU WILL DO
Review AI-generated medical chronologies against source medical records to assess accuracy, completeness, and appropriate clinical sequencing
Evaluate medical terminology, diagnosis coding, and treatment documentation for correctness within a PI context
Assess our evaluation rubric to confirm it reflects how practitioners define quality in medical chronology work
Provide structured written feedback using templates we will supply
Participate in one or two brief debrief calls with our product team to clarify findings
WHAT WE ARE LOOKING FOR
Active CLNC credential in good standing (required)
Minimum five years of experience as a Legal Nurse Consultant with a focus on personal injury cases
Demonstrated experience producing or reviewing medical chronologies for PI litigation
Strong command of clinical documentation, ICD coding, and medical record interpretation
Clear, professional written communication skills
Ability to provide independent, objective feedback on AI-generated clinical output
WHY THIS WORK MATTERS
Legal AI is moving fast. The firms using our platform trust that what our tool produces is not just efficient -- it is right. Your expertise will directly shape whether that standard is met. This is an opportunity to influence how AI handles clinical content in legal contexts at a critical moment in the technology's development.
