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How to Use AI in Drug Development Without Creating Compliance Risk

  • 45 minutes
  • 2 slides
What we'll cover
  • 0:00 Why This Matters Now
  • 3:00 Where AI Fits Safely
  • 11:00 Risk Map For Regulated Use
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What you'll take away

Practical shifts you can apply this week

  • Identify Lower-Exposure AI Uses

    Spot workflow candidates where AI helps with drafting, search, and checks without driving regulated decisions.

  • Evaluate Tasks With Risk Lens

    Assess GxP impact, data sensitivity, and review needs before a pilot turns into a finding.

  • Compare Acceptable Tool Uses

    See where public and enterprise tools fit, and where they create privacy, IP, or documentation trouble.

  • Design Minimum Guardrails

    Set simple controls for prompts, outputs, review, and records so teams can move with less guesswork.

  • Draft A Pilot Plan

    Leave with a one-page approach that can stand up to questions from QA, Legal, and IT.

Agenda

What we'll cover

  1. 0:00

    Why This Matters Now

    A practical frame for using AI in drug development without creating avoidable compliance risk.

  2. 3:00

    Where AI Fits Safely

    Bounded tasks like drafting, summarizing, searching, and quality checks versus autonomous decisions.

  3. 11:00

    Risk Map For Regulated Use

    How GxP impact, sensitive data, vendor dependence, and weak review raise risk in predictable ways.

  4. 21:00

    Use Cases Worth Piloting

    Medical writing, TMF support, safety triage, and regulatory intelligence where humans stay accountable.

  5. 30:00

    Red Flags And Failures

    Hallucinations, prompt leakage, automation bias, and missing audit trails. Fluent text is not evidence.

  6. 35:00

    Guardrails Before Go-Live

    Approved tools, data rules, review checklists, and documentation that reduce risk without freezing progress.

  7. 40:00

    Validation, Vendors, Pilot Plan

    Match evidence to intended use, ask better vendor questions, and sketch a 30-day pilot brief.

  8. 44:00

    Recap And Live Q&A

    Bring one real workflow and pressure-test it with the session's risk screen and guardrails.

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