Business

Scoring reasoning and citations

• Auditing an Agent's Stated Reason for a Handoff
• Calibrating a Reason-Check Classifier Against Human Labels
• Training Staff to Spot a Hallucinated Number
• When the Agent's Summary Replaces the Source
• When the Reviewer Cannot Check the Source: A Fallback Screen
• Writing the Reason Code Taxonomy Before the Model Runs
• Logging a Citation You Cannot Open
• Logging a Handoff Reason Without Blocking the Agent
• Reviewing an Agent That Cites a Database Row
• Source Rules for Reviewers Before an Agent Uses a Source
• Span Anchors That Survive a Re-Chunk
• Spot-Checking a Sales Forecast an Agent Built from CRM Data
• Spot-Checking Reason Codes: A Sampling Plan for Drift
• What the Reviewer Screen Shows When the Source Is Missing
• When a Model Invents a Source: Detecting Fake Citations
• When an Agent's Numbers Disagree with the Dashboard
• When the Agent's Stated Reason Is a Category, Not a Sentence
• When the Summary Agrees with the Source but the Source Is Wrong
• Writing the Reason Code Taxonomy the Classifier Learns From