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Bias in document review does not announce itself. It shows up quietly in patterns, assumptions, and amplified decisions, whether those decisions come from people or AI. In Episode 20 of TCDI Talks, “Fair by Design: Reducing Bias in Modern Review Workflows,” Michael Gibeault sits down with Caragh Landry, Chief Legal Process Officer at TCDI, to unpack how bias enters review workflows and what legal teams can do about it. Drawing from nearly 30 years of experience in workflow design and technology-assisted review, Caragh explains the risk of unrecognized bias in both human and AI-driven review. From training materials that unintentionally steer reviewers toward certain conclusions to executive bias and even subject-matter fatigue, this 8-minute conversation explores how subtle patterns can skew outcomes. Caragh also shares why building diverse review teams, applying strong QC metrics, and demanding greater transparency from AI tools are critical steps toward fairness and defensibility. As AI continues to amplify human decisions at scale, the question is no longer whether bias exists. It is whether your workflow is designed to detect and reduce it. To read Caragh’s full article, visit: https://www.tcdi.com/training-for-fai... #eDiscovery #LegalTech #AIBias #DocumentReview #TCDITalks #ProcessDrivenAI #Defensibility #LegalInnovation