Repeatability
High
The task runs daily with the same schema, the same three partners, and the same transformation rules every time. Structural variation in partner formatting is bounded and learnable, not open-ended.
Ambiguity Tolerance
High
Success criteria are explicit: extract seven named fields, convert weights to kg using fixed formulas, parse dates to a standard format, and flag records missing four specific fields. There is no subjective judgment involved.
Data & Tool Availability
Medium
The agent needs email access, attachment parsing capability, and write access to produce a CSV — all achievable with standard integrations. The medium rating reflects that initial setup (email credentials, attachment handling, partner format mapping) requires configuration effort.
Error Cost
Low
Errors produce a flagged or malformed CSV row, not an irreversible action. The human review step for flagged records acts as a natural safety net, and the output is reviewed before any downstream logistics action is taken.
Human Judgment Required
Low
Weight unit conversion, date parsing, and field validation are fully rule-based. The only edge case requiring human input is ambiguous special_handling notes, which the agent can pass through verbatim rather than interpret.