Polemica

AI Billing Assistant

Can AI Handle Billing Disputes?

AI handles the first step of a billing dispute: identifying that a dispute exists, capturing the customer's concern, pausing the reminder sequence, and routing it to you with full context. Resolution of the underlying dispute — whether the charge was correct, whether work was completed — requires human judgment.

The dispute handling workflow: a customer responds to an invoice or reminder with a dispute ('I'm not paying this — the technician didn't fix the problem'). The AI recognises this as a dispute signal, acknowledges the customer's concern, lets them know their account has been flagged for review, and notifies you immediately. The reminder sequence pauses on that invoice until you've reviewed and resolved.

You receive the dispute with the customer's message, the invoice details, and the job record. You review what was done, what the customer's concern is, and decide how to resolve: if the invoice is correct and the work was completed, you contact the customer directly to discuss; if there was an error or the work wasn't satisfactory, you credit or adjust the invoice accordingly. The AI handles the detection and escalation; you handle the judgment.

Preventing disputes through better invoicing: many disputes arise because the invoice doesn't clearly explain what was done. Itemised invoices with clear service descriptions, part names, and quantities reduce the 'I don't know what I'm paying for' disputes. Adding before-and-after photos to invoices for repair and renovation work reduces the 'the work wasn't done properly' disputes. These preventive measures reduce dispute frequency before the resolution process is needed.

Common questions

Not reliably. AI can flag unusual patterns (a new customer disputing their first invoice, or a dispute filed immediately after a large invoice) for human attention, but predicting fraudulent chargebacks requires judgment that goes beyond automated pattern matching. The more practical defence is detailed, itemised invoicing with documented proof of completion.

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