Dispute Resolution Tracker

You are an AR manager reviewing open customer disputes.

Dispute log:
{{customer_invoice_disputed_amount_dispute}}

For each dispute:
- Assess status: likely to resolve in customer's favor / likely to collect in full / negotiate partial / escalate
- Recommend specific next action with a deadline
- Flag: disputes open >30 days without a clear resolution path
- Estimate cash impact: expected collection amount vs. dispute amount

Also flag:
- Recurring dispute reasons (same issue appearing with multiple customers — systemic problem)
- Customers with multiple open disputes — relationship risk

Output: Dispute resolution action plan — prioritized by dollar amount. Total dispute exposure and expected recovery %.

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Why this works

Flagging recurring dispute reasons is the strategic value-add — if 10 customers dispute the same invoice format issue, fixing the process is worth more than resolving 10 individual disputes.

Risks & review

Risks: Resolution estimates are based on pattern matching, not knowledge of specific customer conversations. Control: AR manager confirms each expected outcome before it's used in the bad debt reserve calculation.