PeerBridge Circle

PeerBridge Circle is an anonymous, youth-led safe space for emotional check-ins, guided journaling, and peer support, protected by an ethical AI safety layer. A safer way to be heard.

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Inspiration

PeerBridge Circle was inspired by a simple but difficult truth: many young people struggle with their mental health but feel unable to speak openly. Cultural stigma, fear of judgment, and distrust of clinical systems often prevent youth from expressing how they feel.

We noticed that while anonymous platforms exist, many of them are unsafe. Harmful content spreads easily, and some AI-powered tools offer advice or diagnoses when they shouldn’t. As youth and students ourselves, we wanted to build a calm, non-clinical space where young people could express emotions without pressure — and without harm.

What it does

PeerBridge Circle is an anonymous digital safe space for youth aged 13–25.

Users can:

  • Select how they’re feeling through an emotion check-in
  • Write guided journal entries in a calm, judgment-free environment
  • Receive non-verbal peer support using tags like “I hear you” and “You’re not alone”

An ethical AI safety layer runs quietly in the background. It scans journal entries for high-risk language and helps prevent harmful content from being published, while gently directing users to support resources when needed.

PeerBridge Circle is not therapy and does not provide diagnoses or advice. It focuses on presence, empathy, and safety.

How we built it

PeerBridge Circle was built as a lightweight MVP focused on clarity, accessibility, and ethical design.

  • Frontend: React / Next.js
  • Backend: Supabase
  • AI Safety Layer: Keyword-based screening combined with LLM-based classification
  • Hosting: GitHub Pages for fast and accessible deployment

The AI system is intentionally limited. It does not chat, diagnose, or simulate empathy. Its sole role is to help keep the space safe.

Challenges we ran into

One of our biggest challenges was balancing safety with trust. We wanted users to feel protected without feeling monitored or judged. Designing calm, non-alarming safety messages required careful iteration.

Time constraints were also a challenge. Building within a hackathon meant making tough decisions about scope and focusing only on features that truly mattered to user safety and emotional comfort.

Accomplishments that we're proud of

  • Designing an ethical AI safety layer with clear boundaries
  • Creating a non-clinical, youth-friendly experience
  • Building a functional MVP within a short timeframe
  • Aligning the project with both Digital Safe Spaces and Tech for Empathy tracks
  • Maintaining cultural sensitivity and accessibility across diverse users

What we learned

We learned that effective mental health technology doesn’t need to be complex. Sometimes, the most powerful support is simply being heard.

We also learned that AI can be used responsibly in mental health spaces — not as a therapist, but as a guardian that quietly protects users while respecting privacy.

Finally, we learned the importance of designing for empathy first, especially when working across cultures and backgrounds.

What's next for PeerBridge Circle

Future plans include:

  • Expanding into school-based safe spaces
  • Creating cultural-specific communities
  • Partnering with NGOs and youth organizations
  • Refining AI safety detection while preserving user trust
  • Developing research-informed features in collaboration with mental health professionals

As PeerBridge Circle grows, our focus will remain the same:
supporting young people with empathy, safety, and respect.

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