The starting material
Provide the chronology, summary, or findings that need validation. If the firm has only raw records, Comprehensive Clinical Validation includes Sierra Pacific’s AI-assisted analysis workflow.
Practical guide for counsel
How to scope clinical validation around the work your AI produced.
The most useful validation assignment begins with a defined decision: what does counsel need to know, what did the AI report, and how far should the RN look beyond that output?
The central distinction
“Did the AI get these findings right?” and “What clinically important information did the AI miss?” are different questions. Scope determines whether the review answers one or both.
When validation adds value
Use independent review where the output affects a decision.
The chronology or summary will guide case strategy, discovery, deposition, mediation, or expert review.
The record is medically dense, longitudinal, or spread across several facilities and specialties.
The AI output describes deterioration, delayed recognition, treatment response, causation, or another clinically sensitive relationship.
Counsel has identified conflicting documentation or wants an independent check for significant omissions.
Three inputs
What makes a validation assignment efficient.
The source record
The reviewer needs the underlying documentation necessary to trace the findings and assess the relevant clinical sequence.
The defined question
State the issue the legal team is evaluating so the RN can distinguish material context from chart detail unrelated to the assignment.
Choose the review depth
Match the tier to the question.
Verification Review
Choose this when the AI output already addresses the correct issues and counsel needs to know whether the reported findings are supported.
Validation + Omission Review
Choose this when counsel wants both source verification and an independent RN search for clinically significant information the AI may not have adequately surfaced.
Comprehensive Clinical Validation
Choose this when the firm has raw medical records and wants Sierra Pacific to perform the AI-assisted analysis workflow, then clinically validate the resulting work product before delivery.
Begin with a scoped inquiry
Start with the record volume, the question, and any existing AI output.
Sierra Pacific can validate the work your legal AI platform already produced or begin with raw records through the comprehensive workflow.