Legion: Expanding capabilities for a new user person
Workforce Management • Responsive Web
Legion is a workforce management platform that uses AI to help employers accurately forecast labor demand and provide dynamic scheduling for hourly employees. Hourly workers make up 60% of the U.S. workforce. In industries like retail and food service, poor shift alignment, more than low pay or environment, is a key driver of high turnover. Legion addresses this by reducing labor inefficiencies, improving employee satisfaction, and increasing scheduling transparency.


Role
Role
Product Designer
Team
Team
Product Designer, Product Manager, 2 Engineers, QA Engineer
Tools
Tools
Figma
GoToMeeting, Dovetail,
Google Forms, Notion
Timeline
Timeline
8 weeks
Challenge
In the spring of 2019, Legion secured a pilot deal with a national retailer, set to launch in the fall across 14 locations in the Pacific Northwest. Large businesses often have District Managers overseeing multiple locations, whose needs differ from those of single-store managers. At that time, Legion provided minimal support for District Managers.
The objective was to design and build an MVP feature set to help District Managers oversee multiple locations, on a tight 8-week timeline to align with the pilot launch.
Results
Built an MVP feature set to help District Managers oversee multiple locations, on a tight 8-week timeline to align with the pilot launch.
Empowered District Managers with visibility and control over 14 locations in pilot launch.
14
PILOT LOCATIONS LAUNCHED
PILOT LOCATIONS LAUNCHED
PILOT LOCATIONS LAUNCHED
3.5 Hrs
ESTIMATED TIME SAVINGS PER WEEK
ESTIMATED TIME SAVINGS PER WEEK
ESTIMATED TIME SAVINGS PER WEEK
93%
POSITIVE FEEDBACK POST-PILOT
POSITIVE FEEDBACK POST-PILOT
POSITIVE FEEDBACK POST-PILOT


User Research
User Interviews
We started by consulting our main contact at the retailer’s headquarters (a former District Manager) to better understand how districts operate and what level of access District Managers should have. We then conducted interviews with three current District Managers to uncover their core responsibilities and pain points. These conversations revealed a need for support in the following key areas:


Understanding the District Manager
Through interviews with three managers and a former District Manager at the client’s headquarters, we identified a set of common goals, needs, and pain points. We concluded that one of the first things to tackle was to design an effective dashboard, elevated and organized differently than a Store Manager's.
"I’m constantly toggling between locations to piece together what’s actually happening. I need a faster way to see where I’m needed most.”

District Manager, pilot region
Pain Points
It became clear that District Managers were struggling with inefficiencies caused by fragmented systems and limited visibility across stores:

No centralized data view, must check each store individually

Spends excessive time gathering and comparing performance metrics

Manual investigation for each store
Goals
Our research helped clarify that District Managers' goals centered around saving time, improving oversight, and proactively addressing compliance or scheduling issues before they escalated:

Quickly gauge performance across all locations in their district

Save time with an aggregated weekly view

Proactively identify underperforming stores or compliance risks


Scoping the MVP
After aligning with stakeholders at headquarters, we narrowed our scope to the most critical needs for District Managers. While detailed, day-by-day data remained accessible via existing Store Manager views, District Managers needed a weekly, multi-store snapshot to guide their oversight.
To support this, we focused on enhancing UX in five key areas:
Controls
District-level permissions and access
Dashboard
Weekly snapshot across all locations
Budget & Scheduling
Forecasted vs. actual labor costs
Time & Attendance
Trends in lateness and attendance
Compliance Violations
Missed breaks, shifts, or policy flags
This case study focuses on the District Dashboard, which became the anchor point for surfacing these insights in one place.
Current Design & Early Explorations
Design Audit
We started by auditing the existing dashboard experience for Store Managers, with a particular focus on the “smart cards” used across reporting modules. The goal was to identify reusable components and patterns that could be adapted for a district-level view, ensuring visual and functional consistency across the platform.



UI Sketches and Data Visualization
To ensure the dashboard communicated insights effectively, I collaborated with our data science team to align on data visualization best practices, such as when to use bar vs. line graphs, and how to convey trends over varying time periods. With these principles in mind, I explored several dashboard layout concepts through hand-drawn and low-fidelity wireframes.






Final Design
The finalized District Manager dashboard brought together key performance data from 14 locations into a single, scannable view. Using a minimal color palette, smart card components, and shortcut links, the interface allowed District Managers to monitor payroll projections, timesheet approvals, and compliance violations at a glance. All with real-time updates and drill-down access for deeper analysis.










Final Design
The finalized District Manager dashboard brought together key performance data from 14 locations into a single, scannable view. Using a minimal color palette, smart card components, and shortcut links, the interface allowed District Managers to monitor payroll projections, timesheet approvals, and compliance violations at a glance. All with real-time updates and drill-down access for deeper analysis.










Conclusion
Launch
The pilot launched in the fall of 2019 across 14 locations and was met with encouraging feedback from both District Managers and headquarters. About 2 to 3 weeks after launch, we distributed a short survey to evaluate user satisfaction (CSAT) and time spent monitoring locations using the new dashboard. This timing allowed users to become familiar with the tool while keeping their feedback relevant and actionable.
The survey results indicated early signs of success. District Managers reported better visibility across their stores and a noticeable reduction in the time required to investigate scheduling and compliance issues. Since the pilot, I’ve continued refining the dashboard for smaller business clients with similar needs.
Lessons Learned
This project became a company-wide collaboration that taught me how to better balance the expectations of multiple stakeholders. With a steady stream of ideas coming from both our internal leadership and the client's headquarters, I learned to use phrases like "perhaps" or "let’s explore that" to manage conversations constructively without overcommitting.
The 8-week deadline made the final stretch of the project especially fast-paced. Looking back, I would have started validation testing conversations earlier in the process. This would have helped ensure more feedback-driven adjustments before reaching the development phase.
Say hello!
cbkim61@gmail.com
© 2025 Charles Kim
Made you look 👀
Say hello!
cbkim61@gmail.com
© 2025 Charles Kim
Made you look 👀
© 2025 Charles Kim
Made you look 👀
Say hello!