Integrations
How to integrate a collections agent with your CRM or portfolio system
Define the data, events, and controls needed to connect a collections agent to the tools your team already uses.
For: Portfolio and technology teams integrating systems
To integrate a collections agent with a CRM or portfolio system, first define what data it can read, what changes it can record, and how each outcome is confirmed. Then agree on unique identifiers, sync frequency, and error handling to prevent duplicate promises or payments linked to the wrong account.
On this page
01
Define the information contract
Before connecting, document the minimum fields: account identifier, amount, date, status, authorized contact, history, and available alternatives. Avoid sending more data than necessary.
- Read-only fields
- Fields the agent can update
- Sensitive data controls
- Valid states
- Refresh frequency
02
Connect events to business outcomes
A contact should not end as a lost note. Define events such as promise recorded, payment reported, dispute, opt-out, and escalation, then assign each event an owner or automation.
- Account prioritized
- Message sent
- Reply received
- Promise recorded
- Payment confirmed
- Case escalated
03
Test with a controlled portfolio
Start with a small segment and known cases. Review conversations, outcomes, and exceptions before increasing volume. The operation should be able to pause campaigns and return control to the team.
- Pilot segment
- Success criteria
- Human review
- Rollback plan
- Gradual rollout
Pilot segment
Success criteria
Human review
Rollback plan
Gradual rollout
Illustrative data
Frequently asked questions
What if our CRM has no API?
Evaluate a controlled file exchange and result return, with clear rules to avoid duplicates and errors.
Who defines the agent rules?
The collections team should define policies, limits, and exceptions; technology translates them into a verifiable integration.
Related resources
Bring these ideas into your operation
See how an agent can support this process with rules, context, and follow-up defined by your team.