When a workflow fails, the hard part is not simply seeing an error. The hard part is knowing where the problem started. A wrong result, a missing file, or an unexpected format is difficult to fix when the user only sees the final output.
iAgent ties the failure to a specific step. The user can see the input for that step, the output it produced, the error that appeared, and whether later steps were affected. The workflow becomes something that can be inspected instead of a single opaque result.
If iAgent suggests a next step, the suggestion is not applied automatically. The user reviews it first, then decides whether to adjust the workflow, replace the input, or rerun a step. This is slower than blind retrying, but it keeps the decision process visible.
Batch file handling, table cleanup, and format conversion often stop because one input is unusual. Continuing from the relevant step is usually faster than restarting the whole workflow, and it keeps the record easier to understand.