Safe & inclusive spaces.
A concrete example of what "AI that cares" looks like at city scale: privacy-preserving, community-designed, and measured by the lives it touches — not the data it collects.
- Municipal & community partners
- Privacy-preserving by architecture
- Co-designed with affected communities
- Independent impact review published
- Open guardrails & incident protocols