Inspiration
We were inspired by how gamified apps, like those promoting gambling or engagement, use behavioral psychology to drive action. We wanted to apply that same psychology toward positive impact, motivating citizens to make sustainable choices that benefit both their community and the planet.
What it does
CivicPulse gamifies sustainability and civic engagement. Residents complete eco-friendly challenges such as taking the bus instead of driving, recycling properly, or volunteering, and earn points redeemable for real-world benefits such as tax credits or gift cards. Meanwhile, city administrators can monitor issues such as waste management inefficiencies and transportation trends and use AI to respond effectively, minimizing the city’s overall carbon footprint.
How we built it
We built CivicPulse using React, TypeScript, and Node.js (Fastify) for a responsive front end and high-performance backend. AWS S3 stores user data, AWS Bedrock powers environmental data insights, and the OpenAI API provides natural language intelligence for analyzing community reports and generating actionable recommendations.
Challenges we ran into
Scaling real-time sustainability tracking across large populations Integrating multiple AI models efficiently Balancing gamification with meaningful, verifiable impact metrics
Accomplishments that we're proud of
Built a fully functional end-to-end system within the hackathon timeline Implemented scalable infrastructure to handle large datasets Designed an intuitive, gamified interface that makes sustainability engaging
What we learned
How to connect civic technology with behavioral science Optimizing AI workflows for sustainability and real-world data analysis The power of clear UX in promoting long-term environmental change
What’s next for KCM2 – Single-Threaded: CivicPulse
We plan to expand by integrating IoT data from city sensors, partnering with municipalities for pilot programs, and developing APIs to link directly with local reward systems and environmental policy dashboards.
Built With
- amazon-web-services
- claude
- fastify
- javascript
- openai
- postgresql
- react
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