# Manage Assets Inc.

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Monica Peters](https://cerebralvalley.ai/u/mohawklanguage)
- **GitHub:** https://github.com/monigarr/asset-intelligence
- **Demo video:** https://youtu.be/EY5xGROahSg
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1213

Project Name: 
Asset Intelligence

Tagline:
Infrastructure deserves intelligence. Evidence-linked AI. Human-led decisions. Better-maintained communities.

Asset Intelligence turns messy field inspection photos and crew notes into evidence-linked, auditable infrastructure findings.

Problem: 
70% of North American culverts and small dams are past design life. Crews collect photos, but reports are manual, slow, and not evidence-linked — leading to failures that cost communities.

Solution: 
Open-source service, production-ready. Upload field package → SAM 3.1 segments defects → Spark 1.3 fuses vision + notes into evidence-linked JSON with bounding boxes → Spark 1.3 reasoning validates → Wonder 1.0 plans repair → Pydantic v2 enforces fail-closed — if evidence confidence is low, it refuses to hallucinate.

Impact: 
From Akwesasne — where my family & community has navigated infrastructure across three jurisdictions for generations — to any small Canadian town, we make maintenance the hero that prevents failure. This is an extension of my commercial platform Manage Assets Inc, open-sourced in one week for this hackathon. Land. People. Assets. Stronger together.

## More from Meta Global AI Developer Hackathon

- [Dongjin Kim](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1210)
- [Eyra](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1211)
- [ClimApp Pance](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1212)
- [WorldLab](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1214)
- [Harold Cooper](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1215)
- [Lantern Keep](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1216)

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