Repeatability
High
Date parsing, currency normalization, and status deduplication follow deterministic rules that apply uniformly across all 35 rows. The same logic runs every time the sheet is refreshed, making this highly automatable.
Ambiguity Tolerance
High
The user has specified exact output formats (YYYY-MM-DD, numeric USD, normalized status labels), so success criteria are crisp and verifiable. The only mild ambiguity is which canonical status labels to use, but that is a one-time decision the user can specify upfront.
Data & Tool Availability
High
The agent needs only the Google Sheet export or a direct Sheets API connection, both of which are straightforward to provide. No external APIs, live credentials, or proprietary systems are required beyond read access to the file.
Error Cost
Low
The output is a CSV for internal analysis and reporting, not a financial transaction or public document. Errors are easily caught during a human review of the 35-row output before it reaches the director, and the source data is preserved.
Human Judgment Required
Low
Normalizing dates, stripping currency symbols, and collapsing status variants like 'Won'/'won'/'Awarded' into a single label requires no intuition or relationship context. The only judgment call is defining the canonical status vocabulary, which the user can supply in the prompt.