How can teams migrate from existing workflow tools to Catalyst?

Teams can smoothly transition to Catalyst while coexisting with their existing workflow tools. Start by offloading non-critical agentic workloads to Catalyst, retain existing tools for their original use cases such as data pipelines or CI tasks, use shared observability layers to align cross-team tooling, and avoid disrupting active team workflows during the initial shift. Full migration requires carefully validating that all workloads align with Catalyst’s durable execution capabilities.