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AI for Pharma & Life Sciences
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17
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📖
21 CFR Part 11, EU Annex 11, ALCOA+, and GxP, Applied to AI Tools
reading · M1 · 15 min
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AI Hallucinations: When AI Invents a Trial, a Dose, or a TLF Reference
reading · M2 · 15 min
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AI in Clinical Operations: Medidata Acorn, Saama, Lokavant, Medable CRA Agent
reading · M3 · 15 min
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AI in Medical Affairs and Communications: Veeva MedComms, PromoMats, Komodo, Aetion
reading · M4 · 15 min
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AI in Pharmacovigilance: ArisGlobal LifeSphere NavaX, Oracle Argus AI, IQVIA
reading · M5 · 15 min
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AI in Regulatory Submissions: Veeva Vault RIM AI Agents, Certara CoAuthor, Synchrogenix
reading · M6 · 15 min
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AI Terminology Every RA, MW, MSL, CRA, and PV Professional Should Know
reading · M7 · 15 min
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The Cardinal Rule of GxP AI: ALCOA+ Applies to AI Output Too
reading · M8 · 15 min
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Bias in Clinical AI: Trial Enrollment, RWE Cohorts, and Adverse Event Coding
reading · M9 · 15 min
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Confidentiality, PHI, Trade Secret, and CCI Exposure in AI Tools
reading · M10 · 15 min
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The FDA-EMA Joint Guiding Principles on Good AI Practice, Plain English
reading · M11 · 15 min
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The Five AI Modalities You Will Use Before NDA Filing
reading · M12 · 15 min
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The Limits of AI Reasoning in Causality, Sameness, and Benefit-Risk
reading · M13 · 15 min
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Personal Accountability: Why the Writer's Name Still Goes on the Cover Page
reading · M14 · 15 min
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The Predetermined Change Control Plan (PCCP) and the AI/ML SaMD Action Plan
reading · M15 · 15 min
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What Large Language Models Actually Do in a Submission Workflow
reading · M16 · 15 min
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Where AI Excels Across the Drug Development Lifecycle
reading · M17 · 15 min
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Skill.re
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FREE ✓ Enroll → lifetime access · 17 lessons
about this course

The 5-level, role-by-role AI certification for the people who actually ship the dossier: regulatory affairs, medical writers, MSLs, clinical operations, pharmacovigilance writers, and CMC. Built for the post-January-2026 world where FDA and EMA finally agree on what 'good AI practice' looks like inside a regulated submission. Every lesson moves a named artifact a real desk owns: Module 2.5 Clinical Overview, CSP under ICH M11, ICSR narrative under E2B(R3), comparability protocol under ICH Q5E, Type C briefing book, FDA Form 483 response, PSUR under ICH E2C(R2), and the AI section of the cover letter.

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17 lessons