A Deep Dive into Compliance & Logging for Responsible AI
Compliance and logging are essential for responsible AI, yet GenAI systems introduce new challenges around traceability, data handling, and auditability. This workshop focuses on designing logging and compliance controls that stand up to real regulatory and operational scrutiny.
To win, your GenAI platforms must provide defensible audit trails and compliance guarantees while respecting privacy and data boundaries.
When compliance and logging are treated as afterthoughts, GenAI systems become difficult to govern at scale.
- Incomplete visibility: Logs fail to capture critical GenAI activities needed for investigation or review.
- Policy misalignment: Retention, access, and residency requirements are inconsistently enforced across systems.
- Privacy tension: Teams struggle to balance observability needs with user privacy and data protection obligations.
These weaknesses expose organizations to regulatory risk, delayed audits, and loss of stakeholder trust.
In this hands-on workshop, your team designs practical compliance and logging strategies through applied scenarios and guided exercises.
- Configure logs to capture meaningful GenAI activities without excessive data collection.
- Define logging retention and access policies aligned with regulatory and organizational requirements.
- Enable audit trails that support internal reviews and external regulatory inquiries.
- Ensure compliance with data residency rules across environments and regions.
- Balance observability and privacy through principled logging and access design.
- Configuring Logs for GenAI Activities
- Defining Logging Retention and Access Policies
- Enabling Audit Trails for Regulatory Review
- Ensuring Compliance with Data Residency Rules
- Balancing Observability with Privacy
- Design logging strategies that support accountability and regulatory review.
- Define retention and access policies that reduce compliance risk.
- Enable traceable audit trails for GenAI system behavior.
- Enforce data residency requirements across deployments.
- Balance observability needs with privacy and data protection constraints.
Who Should Attend:
Solution Essentials
Facilitated workshop (in-person or virtual)
4 hours
Intermediate
Logging configurations, policy design exercises, and compliance review scenarios