Ambiguous Revenue Definition — Human Role

Data Analyst Detect Ambiguous Analytical Terms — detects that revenue has multiple valid governed meanings. Data Analyst Generate Targeted Clarification — asks a minimal question that distinguishes the candidate definitions. Data Analyst Incorporate Clarification Response — incorporates the clarification into the request context. Data Analyst Confirm Resolved Analytical Intent — confirms that a single metric meaning now applies.