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Pharma / Life Sciences

Pharma MLR gate

Block unapproved claims, pricing, and competitor references before AI-generated content leaves medical review.

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What this package does

Medical-Legal-Regulatory gate for pharmaceutical AI. Every piece of AI-generated content — whether promotional, clinical, or patient-facing — is checked for unauthorized pricing claims, unsubstantiated guarantees, competitor references, and inappropriate tone before dispatch. Non-compliant content is blocked; borderline content is routed to an MLR reviewer.

Designed for

  • Pharma marketing AI platforms
  • Medical communications agencies
  • Clinical trial communication tools

What's included

  • Hard block on unauthorized pricing claims
  • Hard block on guarantee and efficacy claims
  • Competitor mention routed to MLR reviewer
  • Tone check with configurable threshold
  • HITL MLR review with 24-hour SLA
  • Immutable 7-year regulatory audit

Controls in this bundle

ControlActionParameters
require_roleblockallowed_roles=["medical_reviewer","regulatory","marketing"]
mfa_requiredblockmax_age_seconds=900
outbound_pricing_claimblockaction="block"
outbound_guarantee_claimblockaction="block"
outbound_competitor_mentionreviewaction="review"
outbound_tone_checkreviewaction="review", exclamation_threshold=0.02
outbound_hitl_escalationreviewsla_hours=24
immutable_logflagretention_days=2555

Profile tiers

Switch profiles in Studio to retune default thresholds across the whole bundle without rewriting any control by hand. This package ships at strict — anything you've already tightened by hand is preserved on switch.

Every control in this package uses identical parameters across all four profiles. Switching profile in Studio has no effect here.

Attestation

The canonical hash of these bundle bytes is sha256:b8eb54526b6834e8a6b4aa09078b717827431cc140981feba0e51305b1eec62c. The same hash is computed at lock time, at Stripe checkout, and again on the runtime side before any byte is honored.

Want to customize first? Opening this package in Studio prefills the canvas with the 8 controls above. You can add, remove, or retune any of them before you lock the hash and pay.

Open in Studio
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