Inspiration
What it does
How we built it
Challenges we ran into
Accomplishments that we're proud of
What we learned
What's next for Transforming Employee Health Insurance with AI Chatbot
Inspiration
Every year, thousands of employees feel lost while choosing their health plans — overwhelmed by jargon, confused by options, and afraid of making the wrong decision. We met people who said they picked “the cheapest plan” because they didn’t understand the rest. That pain inspired us to create a system that speaks human, not insurance — turning confusion into confident choices through empathy and AI.
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What it does
Our AI-powered Benefits Assistant helps employees understand and select the best health insurance plan for their unique needs. It uses Amazon Bedrock (Claude/Titan) to answer questions in plain language, compare plans, explain costs, and provide personalized recommendations — all within an intuitive, interactive dashboard.
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How we built it
We built the frontend in React (Next.js + Tailwind) for a smooth, responsive user experience, and the backend using Flask + PostgreSQL for secure data management. The AI layer runs on Amazon Bedrock, using large language models for natural conversations. JWT authentication, AWS SES email integration, and S3-based document storage complete the full-stack flow.
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Challenges we ran into • Balancing accuracy and empathy in the chatbot’s responses. • Integrating large plan documents and ensuring factual, citation-based answers. • Managing authentication and security while preserving user privacy. • Optimizing API latency for real-time plan comparisons.
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Accomplishments that we’re proud of • Built a working AI-driven benefits assistant that truly simplifies open enrollment. • Designed a real-time cost calculator and plan comparison interface. • Integrated Bedrock’s Titan/Claude models for contextual, human-like plan recommendations. • Delivered a seamless user journey from login → chatbot → enrollment.
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What we learned
We learned that AI can be empathetic — when designed with purpose. True innovation in healthcare tech isn’t about automation alone, but about rebuilding trust and understanding through clear communication. We also deepened our technical skills in AWS AI services, prompt design, and secure data workflows.
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What’s next for Transforming Employee Health Insurance with AI Chatbot
Next, we’ll expand beyond health coverage — adding vision, dental, and financial wellness benefits. We plan to fine-tune the model with real employee data (securely and ethically), enhance multilingual support, and integrate with HRIS systems to make benefit enrollment truly one-click and personalized for every employee.
Built With
- 14
- 18
- 3
- access
- adapter
- amazon-web-services
- amplify
- animation
- app
- aws)
- bcrypt
- beanstalk
- bedrock
- built
- cloud
- component
- components
- css
- deployment
- elastic
- flask
- framer
- framework
- frontend
- hashing
- hooks
- hosting
- iam
- icon
- identity
- implementation
- javascript
- library
- lightweight
- lucide
- managed
- motion
- next.js
- on
- password
- platform
- psycopg2
- pyjwt
- python-dotenv
- radix
- rds
- react
- router
- server-side
- services
- shadcn/ui
- tailwind
- technologies
- token
- type-safe
- typescript
- ui
- utility-first
- variable
- web
- with
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