Repeatability
High
The task runs monthly with the same CSV schema and the same four sources every time. The matching and consolidation logic can be codified once and reused with minimal variation.
Ambiguity Tolerance
Medium
Success criteria are mostly crisp — deduplicate by address, pick the most recent price and status — but edge cases like a property relisted after a sale or a price change on the same day across platforms require a defined tiebreaker rule the user hasn't fully specified.
Data & Tool Availability
High
The user exports CSVs manually and hands them to the agent, so no live API access is needed. All required data is present in the files at execution time.
Error Cost
Low
The output is a master spreadsheet for the agent's own review, not a live database update or client-facing document. Errors are visible and correctable before any downstream use.
Human Judgment Required
Low
Matching on address, beds/baths, and price is largely algorithmic. Agent notes may require light human review for edge cases, but the core deduplication logic doesn't depend on intuition or relationship context.