Our Process

A Documented Hybrid Review Process

Align on objectives, risk, populations, deadlines, protocol, and success measures.

Apply agreed culling, threading, near-duplicate identification, clustering, search, or TAR methods where appropriate.

Create and iterate aiR prompt criteria with subject-matter input and representative documents.

Use independently reviewed samples and agreed measures before population-scale application.

Route exceptions, borderline results, privilege, confidentiality, and complex decisions to attorneys.

Perform targeted QC, sampling, escalation review, and production readiness checks.

Maintain criteria versions, workflow definitions, review metrics, validation records, and decision logs appropriate to the engagement.