Reduced revenue loss and legal escalation by redesigning delinquency management at scale.

Reduced revenue loss and legal escalation by redesigning delinquency management at scale.

Project Overview

Delinquency is one of the most critical yet fragile workflows in property management. It directly affects cash flow, legal exposure, and day-to-day operations for property teams.


I led the design of a case-based Delinquency Management system that helped property teams move from reactive follow-ups to proactive, compliant resolution without removing human judgment from legally sensitive decisions.

Role

UX Designer

Team

1 UX Designers, 2 Engineers, 2 Product Managers, CEO, COO

Duration

3 months

Tools

Axure, Figma, Miro

Context and Challenges

Property managers oversee hundreds to thousands of units. At portfolio scale, even a small percentage of late rent creates material revenue, operational, and legal risk for property teams.


Yet delinquency was managed through disconnected tools and manual follow-ups, forcing teams to rely on memory and ad-hoc processes for legally sensitive decisions. This made it difficult to understand what had already happened in a case, what needed to happen next, and whether actions taken were defensible.


As a result:






The system lacked consistency, visibility, and defensibility especially during legal escalation.

Follow-ups were reactive rather than system-driven

Similar cases were handled inconsistently across teams

Critical actions were poorly documented, increasing legal risk.

How might we help property teams resolve delinquency earlier and more consistently while reducing legal and operational risk?

Here's what I came up with - A three-part solution

I designed a centralized Cases Dashboard that allowed teams to:

See all active delinquency cases in one place

Prioritize cases by days late, amount due, and status

Understand portfolio-level risk at a glance

1

designed a guided case workflow that allowed teams to:

Track and prioritize delinquent residents before legal escalation

Understand case status, payment history, and communication context

Take the right next action with AI support and human oversight

2

designed a legal-stage case flow that allowed teams to:

3

Identify legally escalated cases directly from the main Cases Dashboard

Review legally relevant communication, actions, and notices in one place

Take only compliant next steps with AI guidance and role-based controls

How did I reach here..

Delinquency workflows sit at the intersection of finance, legal compliance, and human judgment. Any ambiguity in the system directly translated into operational risk.


I grounded the design in 2 principles -

  1. Make the system predictable

Property managers don’t just need information; they need to know what will happen next.

Instead of surfacing more data, I focused on:

Clear case statuses with defined meaning

Consistent transitions between states

This ensured that two similar delinquency cases would behave the same way, regardless of who was managing them.

Tradeoff - I intentionally limited flexibility in favor of predictability, especially as cases approached legal escalation.

  1. Automate Repetition, Not Judgement

Automation was necessary to reduce manual effort, but it could not replace human accountability.

I designed AI to:

Tradeoff - Full automation could have reduced effort further, but would have increased legal and ethical risk.

Recommend a compliant next step

Triggering follow ups

The AI did not make irreversible decisions or trigger legal actions autonomously.

Summarize context and highlight the last action taken

What I Chose Not to Build (And Why)

Design is as much about restraint as it is about creation.

I intentionally avoided:

  • Editable timelines that could compromise audit integrity

  • Free-form actions during legal stages

  • Overloading dashboards with secondary metrics

Each omission was a deliberate choice to preserve clarity, defensibility, and trust.

Outcome & Impact

Enabled earlier and more consistent delinquency resolution

Cut time spent reconstructing case history and context

Improved confidence during audits and legal review