Overview
This AI-assisted platform transforms how supervisors review officer-recorded video. By integrating sentiment detection and data dashboards, the system identifies critical moments for performance assessment, training intervention, and commendation.
My Role
- Led UX design for the Performance application, enabling supervisors to review officer-recorded video for performance assessment, training opportunities, and commendation.
- Led discovery research and validation using mockups and interactive prototypes to de-risk product direction before engineering investment.
- Designed data-driven dashboards summarizing sentiment trends, review coverage, and performance signals to help supervisors prioritize what to review and understand the "why" behind the data.
Summarizing top performers and areas needing review
Impact & Outcomes
~30% Saved
De-risked engineering investment via early prototype data validation.
Zero Ambiguity
Eliminated data interpretation risks to ensure full legal compliance.
Validated AI Logic
Established validated sentiment thresholds to guide future model training.
Showcase
Before
After
Case 1: Dashboard TransformationPart 1/2
Transitioning from a simple Information Listing to a Data-driven & Alerting Dashboard.
Click for explanation