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Noble's Policy Builder and Log

Turning Black-Box Decisions into Actionable Insight

MY ROLE 

UX flows & user scenarios
UI design
Prototyping
Design system contributions

 

Noble’s Policy Builder enables businesses to generate automated credit decisions—but users lacked visibility into why those decisions occurred.

Overview

Simplifying how companies make financial decisions
 

Noble simplifies how companies make financial decisions at scale.

It automates onboarding, underwriting, and monitoring in one unified platform.

At Noble, policy outcomes were technically correct—but operationally opaque. Underwriters could see decisions, but not understand or act on them. This created a hidden dependency on engineering and slowed critical business workflows.

I led a redesign of the Policy Results experience to transform it from a static output into a decision intelligence layer—making system logic legible, actionable, and scalable across use cases.

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Key Impact

I designed a dynamic results interface that exposes both decision outcomes and the logic behind them.

  • Increased transparency into automated decisions (Approved, Pending Review, Rejected, Error) with data inputs tied directly to outcomes and pass/fail visibility

  • Enabled self-serve troubleshooting by surfacing root causes of failures, reducing cognitive load and time spent interpreting the results 

  • Consolidated complex data into a single, digestible interface for auditing and edge-case analysis while also providing access to underlying logic (e.g., JSON) for advanced users

Key Design Move
A drawer (side panel) system allows users to explore detailed data without losing context—keeping the main results view intact while enabling deep inspection.

Core Problem

Lack of Visibility Into Key Credit Decisions

The original experience surfaced results—but not reasoning.

 

Users couldn’t:

  • Understand why a policy failed or stalled

  • Investigate “Pending Review” decisions

  • Diagnose errors or rerun policies independently

 

This resulted in high cognitive overhead for underwriters who needed to make high-stakes credit decisions quickly and confidently.

Product Strategy

Quick action, close collaboration, & in-flight testing

Rather than simply “improving visibility,” I reframed the experience around a higher-order goal:


Make system decisions explainable, traceable, and actionable at every level of abstraction.

This led to three guiding principles:

  1. Legibility over simplicity

    Complex systems shouldn’t be oversimplified—they should be interpretable.

  2. Progressive disclosure as infrastructure

    Information should scale from high-level outcomes → granular logic without breaking context.

  3. Actionability as the success metric

    Insight is only valuable if users can do something with it immediately.


The solution was validated through strong internal feedback and positive user response, demonstrating clear improvements in usability and clarity. It successfully translates complex system behavior into an intuitive interface, while also establishing a scalable foundation for future self-serve capabilities.

Summary

Evaluate, Troubleshoot, Act

​Rather than forcing users to interpret static outputs, the redesigned experience enables users to move beyond simply viewing outcomes to actively understanding and acting on them. By making decision logic transparent and navigable, it supports faster, more confident underwriting without relying on engineering or support.

What Users Can Now Do

  • Trace every decision back to its originating data

  • Identify exactly where a policy failed

  • Resolve certain issues immediately

  • Rerun policies with confidence

Note: Feature impact metrics were not captured prior to my departure.

Challenges & Tradeoffs

  • High system complexity required deep collaboration with engineering

  • Early concepts (e.g., progress bars) proved unscalable and space-inefficient

  • Tight timelines led to premature reliance on UI components over foundational exploration

© 2026 Leah Sass and 1x Designs, LLC

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