# GoalKeeper

- **Event:** [Agents in Context Toronto: a MongoDB Hackathon](https://cerebralvalley.ai/e/mongodb-toronto-hackathon)
- **When:** Sat, Nov 14 at 9:00 AM – 9:00 PM (EST)
- **Where:** Toronto, Canada
- **Team:** [Yuchen Zhang](https://cerebralvalley.ai/u/Suey), [Jia Qi](https://cerebralvalley.ai/u/JJia), [Wenqian Xu](https://cerebralvalley.ai/u/dsadsasdadads), [Zixuan Xia](https://cerebralvalley.ai/u/claricexia)
- **GitHub:** https://github.com/Claricex191/GoalKeeper
- **Demo video:** https://youtu.be/-BC3qLy6S8M
- **Gallery:** https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/77

GoalKeeper — A Memory-Aware Privacy Gate for AI Agents

AI agents make HR data easier to access, but even simple questions can expose sensitive employee information.

GoalKeeper helps organizations use AI safely. It checks user permissions, protects small groups, and remembers past queries to detect privacy risks across conversations. It can recognize repeated attempts even when questions are worded differently, flag risky behavior for review, and adjust access based on historical roles and departments.

GoalKeeper remembers what has been asked to protect what should stay private.

## More from Agents in Context Toronto: a MongoDB Hackathon

- [Customer Onboarding : Agents in Action](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/74)
- [Tracer](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/75)
- [Firewall Brigade](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/76)
- [Team Nonce Sense](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/78)
- [ColdTrace](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/79)
- [Jovial Merryment](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/80)

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Markdown version of https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/77. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt