ML

MLR Intelligence

Evidence-backed content review for Life Sciences

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Evidence-backed AI for faster, more transparent Life Sciences content review.

Analyze promotional and medical content against brand-specific evidence, identify potential issues, trace findings to their sources, and accelerate human MLR review through evidence-backed recommendations.

The AI never approves content. It produces findings, evidence, citations and recommendations. Human reviewers and approvers make every final decision.

01 Brand knowledge02 Asset submission03 AI analysis04 Evidence retrieval05 Findings & citations06 Human review07 Proposed revision08 Re-check09 Approval10 Audit trail

Never “AI detected an error”

Every evidence-backed finding shows the claim, the matching source excerpt, the difference and a citation you can open.

Original assets stay untouched

Accepted recommendations create a new version. V1 original, V2 AI proposed, V3 reviewer approved — with full version history.

Complete audit trail

Upload, analysis, evidence retrieval, each decision, each version, approval — timestamped with the user who acted.

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Demo environment. Reference material is labelled Demo / Publicly Available Evidence and is not proprietary data.