Triages incoming billing disputes, gathers context, routes sensitive cases.
Activation complexity
Medium
Time to activate
10-14 days
Volume share
5-15% of role volume
Impact range
92-97%
Inherited pricing
€0.80 – €2.20 per invoice actioned
This capability shares the AR Specialist's metered unit. A invoice actioned is counted once at the role level regardless of which capability handled it. Adding this capability to an active deployment does not change the per-action price.
What this capability handles
Dispute Triage is the safety layer. Every incoming dispute is categorized by type and value, enriched with account + history context, and routed to the right human owner.
Workflow summary
Parses dispute, classifies type, gathers context, routes with full history.
Stages
Decision logic
Uses dispute type, value, and history to route to the right finance or legal owner.
Systems and data
{ERP,CRM,email,ticketing}
{"dispute text","invoice state","account tier","dispute history"}
Exceptions & human handoff
All high-value or policy-sensitive disputes default to human review with context.
Dispute value above threshold, legal-sensitive content, or dispute-history pattern.
Readiness
Dispute taxonomy defined, routing destinations mapped.
Owner on client side · Finance Controller
Impact contribution
Keeps dispute cycle time within SLA without finance-team fatigue.
Primary KPI · Dispute routing accuracy · 92-97%
Prerequisites
Activating Dispute Triage in production requires the following capabilities to be live first. Ordering matters — routing and classification quality propagate.
The chat opens with AR Specialist and Dispute Triage pre-selected. You can add other capabilities during the conversation.