Root Cause
System-wide breakdowns compounded into a persistent cycle of inefficiency
This was not a collection of small usability problems but systemic failures that reinforced each other. Each missing feature forced staff to step in manually, slowing response times, frustrating residents, and adding to staff overload.
Outdated information left residents uncertain about rules and policies
Scattered platforms forced residents and staff to switch back and forth for basic tasks
No self-service options meant staff had to approve even the simplest requests
challenge
BUT, rebuilding the system was impossible under vendor lock-in and limited resources
Even though the root cause was systemic, SFRPD had no in-house developers and every platform was vendor-controlled. This meant even small updates, such as fixing accessibility gaps or adjusting rules, were out of reach.
We had to shift focus and find lightweight, staff-facing solutions that could deliver impact without replacing the underlying system.
Key Opportunity
Repetitive staff workload became the clearest opportunity for intervention
Across both emails and calls, the majority of resident inquiries were routine questions that should have been self-service, creating an outsized burden on staff.

Emails asked basic logistical questions users couldn’t find online
SFRPD De-identified Email Dataset, keyword filter applied to email body (n = 4,899)

Calls were simple rule clarifications staff had to handle manually
Call Log Analysis Report (n = 807)
Final Solution
Delivering feasible solutions for residents and staff within vendor, budget, and policy constraints
solution for staff
Email helper to reduce repetitive workload
Standardized templates free staff time and keep communication consistent, without requiring extra maintenance


Browser Extension
In-Context Workflow
Runs as extension, letting staff draft replies while viewing the reservation system.
Cuts tab-switching, making responses faster and more accurate.

Customizable Templates
Staff build and share templates for recurring requests.
No engineers needed, sustainable under staffing and vendor limits.


Template Management
Staff organize and update templates in one hub.
Keeps info consistent and reduces duplication.

Beyond Design / Future-proofing (RFP)
Turning an impossible rebuild into vendor-ready documentation



solution for all
Turning an impossible rebuild into vendor-ready documentation
Procurement-ready documentation translated research into clear vendor requirements, giving SFRPD a concrete roadmap aligned with budget and policy limits
* Due to confidentiality, the full RFP document cannot be shared. What’s shown here is a vision prototype created to illustrate its application
Why RFP Matters (Government Context)
Gov agencies must issue RFPs before buying tools, ensuring fairness and budget control. But typical RFPs often misalign with user needs
Our Role Beyond Design
Resident and staff pain points were translated into clear vendor requirements, fixing unrealistic drafts and adding interactive prototypes.
A Roadmap, Not Just a Document
AI-assisted mockups showed how a new system could function if vendors adopted the RFP, turning abstract requirements into a tangible preview.

Other Projects
Other experiences I’ve designed.
© 2025 Jasmine Kim. Designing the future of human interaction