Inspiration
The growing mental health crisis in workplaces, especially in remote and hybrid setups, inspired us to create a solution that proactively supports employee wellbeing. We wanted to help HR teams identify early signs of stress or burnout and intervene in a timely and responsible way.
What it does
MindPulse AI is a multi-agent platform that helps organizations monitor, assess, and support employee mental health. It features:
- Identification Agent – Assesses risk using surveys, behavioral data, and sentiment analysis.
- Intervention Agent – Initiates intelligent conversations with flagged individuals to provide early support.
- Follow Up Agent – Follows up with employees post-intervention to monitor recovery and progress.
A central Wellness Orchestrator coordinates these agents and provides HR with personalized insights through interactive dashboards.
How we built it
- Google Gemini 2.0 for natural language understanding, sentiment analysis, and dialogue generation.
- Google ADK (Agent Development Kit) to define and orchestrate our multi-agent system.
- A responsive frontend using React + Vite, allowing HR teams to interact with dashboards and AI agents in real time.
Challenges we ran into
- Building realistic simulations of workplace behavior and emotional data.
- Ensuring smooth coordination between multiple specialized agents and their respective tools.
Accomplishments that we're proud of
- We’re proud to have built something that addresses one of the most critical and often overlooked aspects of human life—mental health—especially in the workplace where people spend a large part of their lives.
- This project helped us explore how AI can be used not just for productivity, but for compassion—to listen, detect, and support people silently struggling.
What we learned
- We learned that with thoughtful design, AI can provide valuable, ethical support for employee wellness.
- Multi-agent systems offer a powerful way to handle complex, human-centered tasks in a modular and interpretable way.
What's next for MindPulse AI
- Add integrations with real-world tools like Microsoft Teams, Slack, and Zoom.
- Partner with our company’s HR team to pilot this with live employee data.
- Incorporate therapeutic recommendations using licensed frameworks like CBT (Cognitive Behavioral Therapy).
Built With
- adk
- gemin
- google-cloud
- python
- react
- sqlite
- vite
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