Agentic AI Systems – Decision Logic, Scope, and Safe Autonomy

Description

After learning the basics of Agentic AI systems and terminology in in Module 1, it is time to learn how these systems are actually designed. Module 2 in the GMP training series introduces key design principles and controls used to build and manage Agentic AI systems safely in a GMP-regulated environment.

How Module 2 fits into the 5-Module training series:

• Module 1 establishes a foundation for understanding Agentic AI systems, including key concepts for defining, classifying, and governing these systems, and understanding system-specific behavioural risk in a GMP environment.
• Module 2 establishes how goals, constraints, decision boundaries, reasoning models, task decomposition, and controlled autonomy are important risk-management considerations for Agentic AI system designs.

Benefits of Completing Module 2

This module explores how Agentic AI systems ‘make decisions’ (decision logic), and how to deliberately design system behaviour for safe, controlled, and defensible autonomy.

The Agentic AI system design concepts covered in this module do not require you to understand coding, programming, or mathematics.

You’ll gain a high-level overview of Agentic AI system design strategies and risk controls in a GMP-regulated environment. You’ll also learn how to document the scope of an Agentic AI system to minimise risk.

Topics covered in this module include:

• How to define a safe and justifiable scope for an Agentic AI system
• The importance of controlled autonomy and AI system guardrails
• What Agentic AI systems can be designed to accomplish or decide (Autonomy vs Authority)
• Different types of Agentic AI system reasoning
• What limits should apply, e.g. stop points
  • Documentation gaps and ambiguous situations
  • When the system must stop and route to a human
• Agentic AI System planning and development documentation

Who can benefit from Module 2:

• Quality Management Teams and other GMP industry personnel
• System and Process Owners
• GMP Compliance Team Professionals including documentation experts
• IT, Automation and Computerised Systems Professionals
• Agentic AI System Developers and System Testing Personnel
• Validation, Qualification and CSV professionals
• GMP Industry Engineers and Technical personnel
• Manufacturing, Operations and Laboratory personnel
• Managers, business owners and sponsors responsible for GMP/GxP activities
• Suppliers, Contractors, and service providers supporting regulated operations
• Regulatory Authorities, Regulatory Compliance personnel and Auditors/Inspectors