How does Burna AI handle workflow failures?

Workflow resumption. If a network hiccup or temporary failure interrupts a grading, attribution, or interaction workflow mid-run, the engine resumes from the failed step rather than re-running the entire workflow. A 'Retry Workflow' button appears in the error state and picks up where the workflow left off, without losing completed steps. For long-running workflows that exceed a 5-minute polling timeout, the UI guides a graceful retry rather than spinning indefinitely.