Challenge
As the demand grew, MVP usability declined, making compliance tasks feel complex.
The compliance process was already intricate, involving multiple tools, lengthy steps, and cross-team coordination for reviews. As standards evolved and system complexity increased, both users and the business faced mounting challenges.
It became critical to create a unified, intuitive experience that reduced fragmentation and improved end-to-end clarity.
Key features
Untangling complexity, unifying workflows, and making compliance tasks feel simple again
Here are examples of features I designed to improve the compliance experience.
Feature 01
Quick Copy: Streamlining Compliance Review & Document Creation
Problem: Submitters often re-entered the same responses across compliance documents for each new AI release. This led to wasted time, inconsistencies, and made it hard for reviewers to track what had changed between versions.
Solution: I designed the Quick Copy feature to let users duplicate prior responses and edit only what’s changed. This also reduced review fatigue and improved version traceability.
Impact: Reduced redundant entry and error-prone edits & Now one of the most reused design patterns across the platform.
Scope & Planning
- Defined primary user types and mapped common use scenarios
- Audited current workflows for creating and reviewing compliance documentation
design process
- Identified the optimal interaction point for Quick Copy within the existing UI
- Collected feedback from the UX team to validate flow and usability
design Delivery
- Shipped within ~2 weeks with PM alignment and internal feedback loop
- Created detailed design specs for engineering
- QA with PMs and engineers to ensure design & content accuracy
- Supported bug bash and final design polish

Feature 02
Document Bundles: Simplifying Review of Related Compliance Docs
Problem: As the number of compliance documents grew, reviewers struggled to manage and review them efficiently. There was no easy way to group related files, leading to fragmented review experiences and slower submission cycles.
Solution: I designed the Document Bundles feature, allowing users to package related files into a single, trackable group. This provided reviewers with a consolidated view, reduced review time, and simplified submission management.
Impact: Enabled faster, more focused reviews & Improved traceability across multi-model submissions.

Raising Quality
Identifying opportunities to make the product more reliable and accessible
Beyond designing key features, I identified opportunities to elevate overall product quality. This includes enhancing usability, improving the UX process, and strengthening accessibility to ensure a more reliable and inclusive experience.
Scope & Planning
- Defined primary user types and mapped common use scenarios
- Audited current workflows for creating and reviewing compliance documentation
design process
- Identified the optimal interaction point for Quick Copy within the existing UI
- Collected feedback from the UX team to validate flow and usability
design Delivery
- Shipped within ~2 weeks with PM alignment and internal feedback loop
- Created detailed design specs for engineering
- QA with PMs and engineers to ensure design & content accuracy
- Supported bug bash and final design polish
01
Addressing usability issues
Recurring UI issues were impacting consistency and efficiency. I conducted a UX audit, prioritized fixes, and collaborated with engineering to implement improvements.
Outcome: Resolved 50% of high-impact usability issues.

02
Establishing Intake&hand-off process
Partnered with PMs, designers, and engineers to align early on user pain points, goals, and effort. Integrated design reviews, accessibility checks, and clear specs into the process to catch issues before launch and ensure UX quality.
Outcome: Reduced back-and-forth and improved delivery efficiency.

Broader Impact
- Delivered design solutions from small UI updates to full feature improvements, improving the overall compliance experience.
- Validated new flows with users, driving product decisions with strong success metrics.
- Clarified user workflows and uncovered additional improvement opportunities.
- Refined the UX process, shortening the design-to-development delivery cycle.
- Made the product more accessible and inclusive for all users.













