How InvoiceCloud answers 86% of chat questions for the billers it serves

The Challenge

InvoiceCloud support sits between two audiences at once: the billers who run on the platform, and the payers those billers serve. When a payment fails or a biller's configuration is wrong, the question reaches InvoiceCloud, often on the same days every biller's cycle peaks.

• Money is on the line in every ticket. Payment posting, refunds, autopay, and reconciliation questions have to be answered correctly the first time. A confident wrong answer about a payment is worse than no answer.
• Many billers, many configurations. Each utility or municipality configures the platform differently, so the right answer depends on product, integration, and biller setup, not just a generic help article.
• Bill-cycle peaks. Volume concentrates around due dates across thousands of billers, which makes staffing to the peak expensive and staffing to the average slow.
• Consistency across a large desk. With dozens of agents handling threads, keeping answers and tone consistent requires quality review that manual sampling cannot cover.

The Solution: Grounded AI Inside Salesforce and Self-Service Chat

IrisAgent runs on top of InvoiceCloud's existing Salesforce support desk. There was no re-platforming and no new agent tool to learn.

What was implemented:

• Grounded answers on every case. As cases arrive in Salesforce, IrisAgent drafts an answer from InvoiceCloud's own knowledge base and resolved cases, with sources, so agents start from a verified answer instead of a blank reply.
• Self-service chat that knows when to stop. IrisGPT answers biller and payer questions directly from verified content. When the knowledge does not support an answer, it hands off instead of improvising.
• AutoQA across support conversations. AutoQAgrades agent conversations against InvoiceCloud's own quality rubric, so coaching is based on real threads rather than a small hand-picked sample.

The Results

Across June to September 2026, measured in production:

• 86% of chat questions answered from verified knowledge. Self-service chat questions were answered from InvoiceCloud content 86% of the time. The rest were handed to people rather than guessed.
• 83% of support cases arrive with a grounded answer. 83% of cases had a source-backed AI answer ready for the agent, which cuts research time on the repetitive payment and configuration questions.
• Bill-cycle volume absorbed without adding headcount. Month after month, the same team handles steady case and chat volume, with AI taking the first pass on the repetitive questions.

Why Billing and Payments Platforms Choose IrisAgent

• Grounded, not guessed. Every answer traces to the platform's own documentation and resolved cases, which is what makes AI safe for payment questions.
• Works on the desk you already run. IrisAgent layers onto Salesforce, Zendesk, and other helpdesks with no migration.
• Built for platforms that serve many customers. Answers account for product and configuration differences across the billers on your platform.