Ispiration
Sustainability is often claimed, but rarely verified. We built Civic Trust AI to bridge that gap — turning environmental evidence into measurable, AI-driven insights. Our goal is to reduce greenwashing and increase transparency using real-time intelligence.
How We Built It
Civic Trust AI is a full-stack AI auditing platform:
- Frontend: React + Vite dashboard for uploading images and viewing analysis
- Backend:FastAPI server handling image processing and structured API responses
- AI Layer: Google Gemini API for multimodal reasoning, waste classification, and emissions estimation
The system converts uploaded environmental data into structured JSON outputs, calculates estimated impact, and generates a trust score.
Challenges
- Managing AI rate limits and API quotas
- Structuring raw AI responses into reliable formats
- Designing a modular backend architecture under time constraints
Vision
Civic Trust AI makes sustainability transparent, measurable, and harder to fake — empowering citizens with AI-powered environmental accountability.
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