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AI and Decision Making in GMP: Resolving Conflicts Between Human Judgment and AI Recommendations

Learn how to govern AI-assisted decisions in GMP operations — when to trust AI recommendations, when human judgment must override them, and how to document it all for inspection readiness.

4.8(0 reviews)
1 hourThursday, September 3, 2026
Dr. Ginette Collazo

Instructor

Dr. Ginette Collazo

Industrial-Organizational Psychologist & GMP Human Performance Expert

What You'll Learn

Explain how AI supports decision making within GMP operations
Differentiate between AI recommendations and human accountability
Identify situations where AI recommendations require additional human review
Recognize common cognitive biases affecting both humans and AI systems
Apply structured Human-in-the-Loop (HITL) decision-making principles
Develop escalation criteria when AI and human judgments conflict
Document AI-assisted decisions in a manner that supports regulatory compliance
Build governance processes that balance automation with human expertise
Prepare for FDA inspections involving AI-assisted decision-making

About This Event

Artificial Intelligence (AI) is becoming an integral part of GMP-regulated operations, supporting activities such as deviation investigations, batch record review, predictive maintenance, quality risk assessments, CAPA effectiveness, and manufacturing decision support. As organizations increasingly rely on AI-generated recommendations, a critical question emerges: What happens when human judgment disagrees with AI? While AI can rapidly analyze vast amounts of data and identify patterns humans may overlook, it can also generate inaccurate, biased, or non-explainable recommendations. Conversely, human decision-makers may introduce cognitive biases, incomplete analysis, or inconsistent decision-making. Understanding how to manage disagreements between AI recommendations and human expertise has become essential for maintaining regulatory compliance, product quality, and patient safety. This session explores practical governance models for AI-assisted decision making within FDA-regulated environments. Participants will learn how to establish appropriate human oversight, determine decision authority, develop escalation pathways, document AI-assisted decisions, and create defensible processes that satisfy regulatory expectations while maximizing the benefits of AI. Rather than viewing AI and humans as competitors, this course demonstrates how organizations can build collaborative decision-making frameworks that leverage the strengths of both. WHY YOU SHOULD ATTEND: As AI becomes embedded in GMP processes, organizations must determine how AI recommendations should influence critical decisions without compromising compliance or accountability. Code: FDB1308

Curriculum

AI as a Decision Support Tool in GMP
10 min
Human Judgment versus AI Recommendations
10 min
Human-in-the-Loop (HITL) Decision Frameworks
10 min

Requirements

  • Quality Assurance, Quality Control, Manufacturing, and Operations professionals
  • Applicable to Regulatory Affairs, Validation/CSV, Data Governance, and Risk Management roles
  • Relevant to Digital Transformation leaders, Compliance Officers, and executive leadership responsible for AI implementation

Who Should Attend

This webinar is designed for Quality Assurance and Quality Control Departments, Manufacturing and Operations Departments, Regulatory Affairs Departments, Validation and CSV Specialists, Data Governance Professionals, Risk Management Professionals, Digital Transformation Leaders, Compliance Officers, Process Owners, and Executive Leadership responsible for AI implementation.

Areas Covered

AI as a Decision Support Tool in GMP
Human Judgment versus AI Recommendations
Human-in-the-Loop (HITL) Decision Frameworks
Decision Authority and Accountability
Cognitive Bias in Human and AI Decision Making
Risk-Based Decision Making Using AI
Escalation Processes for Conflicting Recommendations
Documentation Requirements for AI-Assisted Decisions
AI Governance and Organizational Policies
FDA Expectations for AI Oversight
FDA Warning Letter on AI

Meet Your Instructor

Dr. Ginette Collazo

Dr. Ginette Collazo

Industrial-Organizational Psychologist & GMP Human Performance Expert

Dr. Ginette Collazo brings 20+ years of experience in Industrial-Organizational Psychology specializing in GMP-regulated industries and human performance systems. She is an internationally recognized expert in quality systems, root cause analysis, compliance excellence, and operational performance. As Founder and CEO of Human Error Solutions—recognized by Manufacturing Outlook magazine in 2023 as one of the top industrial service providers—she leads a globally recognized consulting and training organization supporting regulated industries. Dr. Collazo is an experienced speaker and educator on GMP compliance, human performance, AI governance, and quality culture, and has been featured in Manufacturing Outlook, ABC, NBC, Fox, and CBS for her contributions to manufacturing excellence and compliance innovation. She is also the host of The Power of Why Podcast, exploring workplace behavior, leadership, critical thinking, and emerging technologies.

20+ Years Industrial-Org PsychologyFounder & CEO, Human Error SolutionsHost of The Power of Why PodcastManufacturing Outlook Top Provider 2023
Quantity
1

Single: 1 Attendee

$290.00
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Certificate of completion

Event Details

Format

Live Webinar

Duration

1 hour

Certificate

Included

Date

Thursday, September 3, 2026

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