Rethinking Monitoring for AI-Based Technical Support Systems

GenAI support agents must handle unpredictable natural language queries that cannot be pre-scripted. Unlike API-based systems that follow predictable execution flows, GenAI agents make dynamic decisions based on customer context, resource state, and troubleshooting logic.