Workflow in scope
Account prioritisation, case preparation, approved outreach drafting, response classification, and agent handoff.
AI integration for Debt Collection
Build a reliable AI workflow for your debt collection team.
An AI agent contacting debtors must stay within approved language, actions, and compliance rules. We connect them in one secure AI workflow.
Approved language, action limits, and complete traceability · $10,000 – $35,000 · Milestone-based
Direct answer
Debt Collection · Custom AI Integration
What does this engagement mean for debt collection teams?
Debt-collection AI must operate inside approved contact, language, timing, and account-action rules. The safest architecture separates assistance—such as case preparation and message drafting—from consequential actions that require deterministic checks or human approval.
Likely system boundaries
- Account and payment records
- Consent, contact-policy, and suppression data
- Dialler, messaging, and agent case queues
Evidence required
- Every contact uses the correct account and permitted channel
- Restricted phrases and unsupported promises are blocked
- Payments, disputes, hardship, and legal escalation follow explicit rules
Important boundary
The system supports compliant operations; it does not provide legal advice or autonomously choose enforcement actions.
Who this is for
For operations leaders and founders who need AI inside the business—not beside it.
Best fit for mid-market Debt Collection teams with heavy data and manual handoffs. Buyers are usually a VP of Operations, COO, or founder who can open doors to systems and process owners.
- Your team is drowning in manual processing of internal data.
- You want AI inside the tools people already use—not a separate chat window nobody opens.
- You need agents or RAG connected to real CRM, ERP, or proprietary databases.
- A simple ChatGPT wrapper will not survive compliance, permissions, or multi-step work.
- Operations or product leadership owns the problem, not just a side experiment.
What you get
A production-minded build, not a weekend prototype.
Discovery of the real workflow, data sources, and decision points worth automating
Architecture for a secure multi-agent or RAG system tied to your systems of record
Integration into agreed databases, APIs, CRM, or ERP surfaces
Permission boundaries, audit-friendly logging, and failure handling for production use
Milestone demos with clear acceptance criteria
Handover notes so your team can operate and extend the system
How delivery works
Clear milestones. No open-ended build theatre.
Pricing sits between $10,000 – $35,000 depending on system access, number of integrations, compliance needs, and how much of the workflow is in scope. We lock the first milestone before code starts.
Milestone 1
Map the workflow, data access, risks, and definition of done
Milestone 2
Build the core agent or retrieval path against real systems
Milestone 3
Harden controls, test failure paths, and ship the first live slice
Milestone 4
Handover, operating guidance, and next-priority roadmap
Frequently Asked Questions