The challenge
Complexity had to become one legible operating loop.
Unify portfolio and case work across tenant boundaries while keeping role access, customer communication, payments, reporting, and AI-assisted actions traceable.
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Case study · 06/Financial operations
A collections workspace combining portfolio oversight, debtor records, communications, finance operations, and an operator-facing AI copilot.
Multi-portal operational prototypeAnonymous by design
Case study · 06Financial operations
Operating system
Collections operations
01 · Tenant- and role-scoped portal access02 · Portfolio, account, payment, and communication records03 · Templates, automation rules, and activity logging
Operating context
Recovery teams need to understand every account, communication, promise, payment, and escalation without reconstructing the story from spreadsheets, inboxes, and paper files.
The system response
The interface and architecture tell the same story.
The system separates admin, account-holder, and partner portals; shapes data by tenant and role; and exposes debtor, payment, message, report, automation, document, and finance workflows. The copilot can summarise portfolios, find accounts, draft reminders, and record follow-ups or payments.
Product scope
Capabilities shaped around the work.
01Tenant- and role-scoped portal access
02Portfolio, account, payment, and communication records
03Templates, automation rules, and activity logging
04Installment, invoice, payment-link, and exchange-rate operations
05AI copilot tools for insight and guided action
06Management reporting and partner views
System architecture
From entry point to operating control.
A narrative view of the system boundary. Each layer creates a cleaner handoff into the next and keeps consequential work visible.
01
Authentication establishes portal, role, and tenant context.
02
Tenant-scoped services shape the operational data snapshot.
03
Admin workflows manage accounts, outreach, payments, and reports.
04
Finance services handle plans, invoices, capture, and payment links.
05
Copilot tools read or write through controlled domain operations.
What the work demonstrates
Evidence, without invented metrics.
These outcomes describe the product and operating model visible in the repository. They are not presented as confidential client KPIs.
01
One traceable account history for recovery operators
02
Clearer separation between portfolio insight and consequential action
03
A platform pattern that can extend beyond one collections vertical
Repository evidence
- Separate admin, account-holder, and partner experiences
- Repository-evidenced tenant and role enforcement
- AI and finance operations exposed through defined service boundaries
Technical material
Next.js 16TypeScriptPostgreSQLClerkZustandAI tool workflows
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