AI-assisted extraction is used in Stage 1 of the Medisprudence workflow — capturing dates, providers, diagnoses, procedures, and page references from medical records. This stage produces structured data, not intelligence. Stage 2 is physician-authored: the founding physician reviews extracted data against original records and applies all clinical intelligence layers. Final judgments and conclusions are physician-authored, not AI-generated.
Where AI-assisted extraction is used for PHI-containing records, it is used only through systems covered by appropriate contractual safeguards. PHI is not entered into public consumer AI tools. Records are not used for model training.
Every deliverable identifies AI-assisted versus physician-authored components at the component level. This supports counsel’s supervisory obligations under ABA Formal Opinion 512 and similar guidance.
AI does not generate clinical opinions, causation conclusions, deposition questions, vulnerability rankings, or any substantive analytical content in Medisprudence deliverables. All analytical and interpretive content is physician-authored.
This disclosure is intended to support informed attorney supervision and responsible use of AI-assisted medical record review in litigation contexts.