GenAI Change Management Risk & Incident Management
As GenAI scales, issues will occur—from unsafe or inaccurate outputs to process breakdowns, policy violations, and customer-impacting errors. This workshop helps leaders and program owners define what constitutes a GenAI change-related incident, align on detection and triage workflows, clarify roles and escalation paths, and build the routines needed to learn from incidents and strengthen adoption over time.
Leave with a practical, organization-ready approach to responding to GenAI incidents—so change can scale with confidence.
GenAI adoption introduces new risk patterns, and many organizations don’t yet have a consistent way to manage incidents when they occur.
- Unclear incident definitions: Teams aren’t aligned on what qualifies as an incident versus a normal issue, slowing response and increasing confusion.
- Fragmented response workflows: Detection, triage, and escalation vary across teams, creating delays and inconsistent outcomes.
- Limited learning loops: Incidents are handled case-by-case, but lessons don’t reliably translate into stronger guardrails and better change execution.
Without incident-ready change management, GenAI risks become disruptions
We align stakeholders on incident management best practices that strengthen GenAI change readiness and continuous improvement.
- Incident definition and severity model: Establish clear categories and thresholds so teams respond consistently and proportionately.
- Detection and triage workflow alignment: Define how issues are identified, routed, and assessed—so the right people engage at the right time.
- Roles, decision rights, and escalation paths: Clarify accountability across business, risk, legal, and technology stakeholders to reduce ambiguity under pressure.
- Scenario-based readiness planning: Practice common incident scenarios to improve coordination, decision speed, and response quality.
Learning and reinforcement loop: Convert incident outcomes into updated guidance, training, controls, and change-management improvements.
- Define GenAI Change-Related Incidents and Response Thresholds
- Map Detection and Triage Workflows for GenAI Incidents
- Assign Incident Response Roles and Escalation Paths
- Scenario-Plan Common GenAI Disruption Events
- Integrate Incident Learnings into Change Program Improvement
- Establish a shared definition of GenAI change-related incidents, including severity and response thresholds
- Define a clear, practical triage and escalation flow that can be applied consistently across initiatives
- Create a roles-and-accountability outline for incident response decision-making and communications
- Develop a scenario-based readiness set (priority scenarios and response expectations) tailored to common disruption patterns
- Identify a set of prioritized next steps to embed learning loops into change management, governance, and enablement routines
Who Should Attend:
Solution Essentials
Facilitated workshop (in-person or virtual)
4 hours
Intermediate
Shared collaboration space (virtual whiteboard or equivalent) and shared notes