How does Catalyst compare to cloud-managed workflow engines?

Catalyst differs from cloud-managed workflow engines through its agentic, cross-cloud design. Unlike many standard cloud-managed tools often tied to specific cloud ecosystems, Catalyst is built on Dapr to support cross-cloud agentic runs, and adds native support for key probabilistic steps that most cloud-managed workflow engines typically lack. Importantly, durable execution here does not equate to exactly-once delivery, so you must validate relevant operational requirements for your intended production workloads.