Medical and healthcare reviews carry more context than a generic spellcheck can see. Hive AI Proofing helps medical, legal, regulatory, and creative teams run a focused first pass across the words, page, evidence, and version history—while people keep every approval decision.
FROM FIRST PASS TO FINAL HUMAN APPROVAL
The work is different. The standard stays visible.
01
Pharma promotional materials
CLAIMS
FAIR BALANCE
RISK COPY
REFERENCES
02
Patient & member communications
PLAIN LANGUAGE
REQUIRED COPY
ACCESSIBILITY
CONSISTENCY
03
Healthcare marketing
BRAND
DISCLOSURES
URLS
APPROVED LANGUAGE
04
Versioned review packets
Compare the current proof with the previous version and earlier feedback so reviewers can focus on what changed and what remains unresolved.
VERSION COMPARE
PRIOR FEEDBACK
PAGE EVIDENCE
AUDIT TRAIL
HOW AI SPEEDS REVIEW
Less hunting. More deciding.
01
Preflight every page
Run a repeatable first pass for visible copy, layout, claims, links, QR codes, required disclaimers, and guideline alignment.
02
Route attention to evidence
Anchor each potential issue to the page and visual region so the right specialist can verify it without hunting for context.
03
Review only what matters
Use previous versions and prior comments to reduce repeated feedback and help MLR teams concentrate on material changes.
WHAT BUZZ CAN HELP CHECK
Review the details people shouldn’t have to find twice.
01
Promotional claims and supporting context
02
Risk information, fair balance, and required disclosures
03
Consistency with supplied labeling and approved language
04
References, URLs, QR codes, colors, and visual callouts
05
Readability, contrast, layout, and accessibility-sensitive content
06
Prior feedback, previous versions, and unresolved changes
EVIDENCE OVER GUESSES
Built for a better MLR first pass—not autonomous approval.
Hive helps human review teams find potential issues faster. It does not provide medical or legal advice, determine regulatory compliance, or replace medical, legal, or regulatory approval.
COMMON QUESTIONS
Before you hand it off.
How can AI speed up medical document review?
AI can run a consistent first pass across every visible page, highlight potential issues, and anchor them to evidence. That reduces manual searching and gives medical, legal, regulatory, and creative reviewers a focused queue to verify.
Which medical documents can teams proof in Hive?
Examples include promotional PDFs, patient education, medication guides, instructions for use, plan and member communications, storyboards, healthcare campaign assets, and versioned review packets. Suitability depends on your workflow and review requirements.
Does Hive determine medical or regulatory compliance?
No. Hive surfaces potential issues for human review. It does not provide medical or legal advice, make regulatory determinations, or replace your organization’s approval process.
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