# Krashless

- **Event:** [Gemini 3 Singapore Hackathon](https://cerebralvalley.ai/e/gemini-3-singapore-hackathon)
- **When:** Sat, Mar 7 at 9:00 AM – 10:00 PM (GMT+8)
- **Where:** Location TBA
- **Placement:** 2nd Place
- **Team:** [Fong Kai JIe](https://cerebralvalley.ai/u/KaiJie), [adore blvnk](https://cerebralvalley.ai/u/adore_blvnk)
- **GitHub:** https://github.com/adoreblvnk/krashless
- **Demo video:** https://www.youtube.com/watch?v=UD9xvQjf4XQ
- **Gallery:** https://cerebralvalley.ai/e/gemini-3-singapore-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/gemini-3-singapore-hackathon/hackathon/gallery/72

Problem: Singapore has bad pedestrians and ever worse drivers.

Solution: Krashless is an agentic urban prototyping engine for transport authorities like LTA, shifting road safety from reactive to proactive.

Using 3D maps and live CCTV, Krashless visualizes high-risk hotspots and automatically generates infrastructure blueprints. It visually overlays physical changes, like bollards, alongside costs and risk justifications.

Crucially, it features a human-in-the-loop "Review Panel". If an engineer rejects an AI proposal (e.g., "bollards block double-decker turning radii"), our Explainable AI instantly generates an adapted alternative on the fly. Krashless helps design safer cities, faster.

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Markdown version of https://cerebralvalley.ai/e/gemini-3-singapore-hackathon/hackathon/gallery/72. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt