DriftReview is a case review platform built to convert large, disorganized medical and legal record sets into structured, review-ready work products for expert witness firms, legal teams, and medical review organizations.

Key features and functions include:

Document Organization
The platform consolidates source files into an ordered, Bates-numbered document set and extracts providers, facilities, and other key individuals from case records.

Timeline Generation
DriftReview builds chronological and provider-based timelines from uploaded records, allowing reviewers to view treatment or case history in either format.

Case Analysis and Summaries
The platform identifies notable events, treatment patterns, and other case details within records and generates report-ready summary and analysis content.

Case Status Tracking
A unified workspace allows users to track uploaded documents and processing status across the platform's review stages.

Client Isolation and Access Controls
Each customer operates within a dedicated application environment and database, with authenticated access controls intended to keep case records separate from other organizations.

Configurable AI Model Use
Organizations may use DriftReview's built-in AI configuration or connect an approved third-party model provider of their own.

Origin and Scope
According to the vendor, DriftReview was originally developed to support an internal medical-legal and automotive case review practice before being made available as a standalone platform. The vendor's website identifies three specialized review areas: medical records, legal case review, and automotive collision analysis.