A dashboard that works with IoT devices to modernize city-wide waste management.
Challenge
Waste management is a field problem before it is a dashboard problem. Sensors only help when teams can turn readings into route, staffing, and maintenance decisions.
Approach
- Connected device readings to a dashboard organized around bins, locations, and urgency.
- Used operational status views instead of vanity analytics.
- Framed the prototype around city teams that need quick triage.
Outcome
- Showed how civic IoT data can support field operations.
- Created a concrete example of geospatial intelligence for public services.
- Gave the project a natural link to agentic workflows that act with local context.