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◆ by Skill.re
AI for Pharma & Life Sciences
Visionary
481
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19
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100-150 hours
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📖
AI/ML SaMD, PCCP, and the Convergence of Drug-Device-Diagnostic Regulation
reading · M1 · 15 min
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AI-Native Submissions: From eCTD v4.0 Structured Authoring to Module-on-Demand
reading · M2 · 15 min
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▶
Building an AI-Literate Drug-Development Workforce at Scale
lesson · M3 · 15 min
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Continuous Pharmacovigilance and the Post-E2B(R3) Signal Layer
reading · M4 · 15 min
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Cross-Functional AI Governance: Ethics, AI Council, Quality, IT, Privacy
reading · M5 · 15 min
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Designing an Enterprise AI Policy for an Integrated Biopharma
reading · M6 · 15 min
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Direct Regulator Engagement on AI: FDA EDST, EMA AI Workplan, PMDA, MHRA Airlock
reading · M7 · 15 min
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Executive Alignment: CMO, CRO, CDO, CQO, CIO, CISO, and the Audit Committee
reading · M8 · 15 min
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Identifying Novel AI Applications: From AI-Drafted IBs to AI-Run Adaptive Trials
reading · M9 · 15 min
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Multi-Year Investment Strategy: Build vs Buy vs Partner
reading · M10 · 15 min
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New Roles: Chief AI Officer, Head of AI for Regulatory, AI Validation Lead
reading · M11 · 15 min
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Public Consultation and Workplan Engagement: FDA Dockets, EMA Consultations, ICH
reading · M12 · 15 min
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Redesigning Functions Around AI: The 2026 MW, RA, PV, and ClinOps Functions
reading · M13 · 15 min
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Running Cross-Functional AI Pilots: Discovery to Regulatory
reading · M14 · 15 min
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Scaling AI Successes Without Triggering an Inspection Finding
reading · M15 · 15 min
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Speaking, Writing, and Advisory: DIA, RAPS, ISMPP, AMWA, EMWA, TransCelerate, PHUSE
reading · M16 · 15 min
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The 2027-2030 Horizon: Multi-Agent Development, AI-Run Trials, AI-Native Submissions
reading · M17 · 15 min
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The AI Transformation Playbook for an Integrated Biopharma
reading · M18 · 15 min
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Your 90-Day Life-Sciences AI Transformation Plan
reading · M19 · 15 min
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course provider
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Skill.re
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FREE ✓ Enroll → lifetime access · 19 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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19 lessons