Introduction to Monk Agents

Last updated: January 24, 2026

Overview

Monk Agents are the premier intelligent collections agents. Using advanced LLM models and constantly improving, Monk Agents draft contextual, personalized collection emails, follow up with customers automatically, and escalate conversations when human attention is needed - helping you reduce DSO and improve cash flow.

Prerequisites

  • An active Monk account with collection features enabled

  • Email integration configured

What Are Monk Agents?

Monk Agents (named "Julia" by default) work alongside your team to handle routine collection tasks. Unlike traditional dunning software that sends the same templated emails, Monk Agents read and understand conversation context, crafting responses that feel natural and professional.

Key Capabilities

Capability

Description

Intelligent Drafting

AI creates contextual emails based on conversation history and invoice details

Automatic Follow-Ups

Sends reminders on a configurable schedule without manual intervention

Escalation Detection

Identifies disputes, legal mentions, or payment commitments that need attention

Contact Discovery

Finds new billing contacts when emails bounce

Document Attachment

Automatically attaches invoices, contracts, and W9 forms as needed

Configuring Your Monk Agent

Navigate to Collection agents in the sidebar.

Follow-Up Settings

The Follow-up section controls when and how your agent sends collection messages.

Follow-up settings overview

First Follow-up

  • Auto-draft initial invoice: Enable this to have the agent automatically create a draft message when an invoice becomes eligible for collection.

  • Auto-send initial invoice: When enabled, the agent sends the initial invoice message without requiring your review.

  • First follow-up timing: Set when the first follow-up should be sent relative to the invoice due date.

Subsequent Follow-Ups

Configure how the agent handles ongoing conversations.

  • Auto-send follow-ups: Choose from:

    • Always: Agent sends all follow-ups automatically

    • Until someone replies: Agent stops auto-sending once the customer responds

    • Never: All drafts require manual review and approval

  • Follow-up cadence: The number of business days to wait between each follow-up message (default: 4 days)

  • Pause on new contact discovery: When enabled, stops auto follow-up when the agent discovers a new billing contact, allowing you to review before proceeding

Agent Identity Settings

Customize how your agent presents itself in communications.

Agent configuration settings
  • Agent name: The name used in email signatures and when the agent refers to itself. Default is "Julia," but you can change it to match your team's preferences

  • Email signature: A custom signature appended to all collection emails. Supports rich text formatting

Escalation Settings

Define what triggers escalation and what happens when it occurs.

Escalation settings
  • Custom escalation prompt: Enable this to define additional criteria for when conversations should be escalated

  • Loop in team members: Automatically add team members to escalated conversations. Add email addresses of people who should be notified when escalation is detected

Reviewing Agent Activity

Agent activities appear in your Review Tasks queue under the collections tab.

Review tasks showing collection items

From the Review Tasks page:

  1. Click the Collections tab to see pending collection tasks

  2. Each row shows the customer, invoice status, amount, and last message preview

  3. Click a row to open the conversation and review the agent's draft

  4. Edit the draft if needed, then send or reject it

Default Escalation Triggers

Monk Agents automatically escalate conversations when they detect:

  • Payment disputes: Customer claims they already paid or disputes the amount

  • Legal mentions: References to lawyers, legal action, or litigation

  • Payment promises: Customer commits to paying by a specific date

  • Bankruptcy mentions: References to bankruptcy or insolvency

  • Requests for human contact: Customer explicitly asks to speak with a person

What Monk Agents Never Do

To protect your sender reputation and customer relationships, Monk Agents:

  • Never threaten your customers

  • Never continues conversations after escalation detection

Troubleshooting

Agent Isn't Sending Follow-Ups

Cause: Auto-send may be disabled or the conversation is escalated.

Fix: Check that auto-send is set to "Always" or "Until someone replies" in Follow-up settings. Review the conversation to see if it's been escalated.

Agent Keeps Contacting the Wrong Person

Cause: Primary contact may be outdated or bouncing, despite our abilities to rotate contacts intelligently and discover new contacts for you.

Fix: Update the customer's primary billing contact in the Customers section, or enable "Pause on new contact discovery" to review contact changes.