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Smart Escalations & Disputes

Smart Escalations & Dispute Handling — When It’s More Than Just a Late Payment

Integrating neural network models into existing systems or software applications, enabling businesses to leverage AI capabilities seamlessly.

Late payments don’t always mean non-compliance — sometimes they signal friction. Whether it’s a service dispute, cash flow issue, or simple miscommunication, your AI Assistant is trained to detect red flags, de-escalate with empathy, and route critical issues to the right people — all while keeping the collection process moving forward.

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Because chasing money should never come at the cost of your customer relationships.

Disputes are a natural part of doing business — but when handled poorly, they can escalate into lost revenue, broken trust, and churn. We designed our system to handle sensitive interactions with empathy, clarity, and escalation discipline — ensuring your finance team is alerted when needed, and your customer feels heard, not hounded.

Dispute Detection & Categorization:
Understands the difference between a pricing objection, a missed invoice, or a genuine service issue — and routes accordingly.

Suggested Replies for Common Objections:

– Get AI-drafted responses to common replies like:

  • “Can we pay next month?”
  • “We’re still waiting for a PO”
  • “This isn’t what we agreed on”

Smart Escalation Workflows:
Set rules like: “Escalate to CFO if invoice is over $10,000 and flagged” or “Pause all follow-ups if tone is negative.”

Invoice Reattachment & Clarification:
AI can reattach the original invoice, clarify terms, or gently reframe the agreement — without sounding aggressive.

  • Monitors customer replies for dispute signals (e.g. “We never received this,” “This amount is incorrect,” “We’re not happy with the service”)

  • Uses NLP to detect tone and intent in written responses

  • Automatically flags risky messages and pauses further automated follow-ups

  • Drafts contextual, professional responses to de-escalate the situation

  • Notifies the right internal stakeholder (Sales, Success, Finance) based on dispute type

  • Logs the full thread for audit trail and resolution tracking