ConnectCareHero is a Chicago-based elder tech company helping senior living communities deliver engaging virtual experiences through technology. Its Telepane platform connects residents with live activity hosts for cooking classes, wellness programs, educational sessions, and social events. While the platform successfully improved resident engagement, every activity required a live presenter, making frequent programming expensive and difficult for smaller communities.
Problem: Human-led activities limited AI-powered virtual assistant adoption
Senior living communities rely on structured activities to improve cognitive health, encourage social interaction, and reduce isolation. ConnectCareHero's virtual programming platform depended on third-party presenters, creating scheduling constraints and increasing operational costs for communities with limited activity budgets.
The company wanted to build an AI-powered virtual assistant capable of independently hosting engaging trivia sessions through natural voice conversations. The solution also needed to personalize interactions using community demographics, languages, cultural backgrounds, and cognitive conditions while providing secure session management and simple administration.
Solution: AI-powered virtual assistant for interactive senior engagement
GoML applied its Conversational AI blueprint to build an AI-powered virtual assistant that serves as a digital activity host for senior living communities. The solution combines an animated AI avatar with lip sync, real-time voice interactions, personalized trivia experiences, secure session management, and cloud-native infrastructure into a unified platform.
Administrators can create secure activity sessions through a web dashboard, generate unique shareable links, and launch AI-hosted trivia sessions without requiring resident accounts. The AI-powered virtual assistant conducts natural voice conversations, asks and adapts trivia questions, processes spoken responses, and delivers personalized, engaging experiences based on each community's demographics, language preferences, and resident profiles.
AI-powered virtual assistant for senior activities
Key capabilities
• Animated AI avatar with lip-synced conversations
• Natural voice conversations using Amazon Nova Sonic
• Interactive speech-driven trivia sessions
• Real-time avatar expressions and animations
• Voice-based question and answer experience
• Standalone AI-powered virtual assistant for community activities
AI-powered virtual assistant with personalized resident engagement
Key capabilities
• Personalize activities using community demographics
• Adapt conversations using language preferences
• Incorporate cultural backgrounds into activities
• Support community-specific engagement experiences
AI-powered virtual assistant with secure session management
Key capabilities
• Role-based administrator access
• Secure JWT authentication
• Generate unique shareable activity links
• Configure session expiry and availability
• Public link validation before joining
• Temporary WebSocket sessions for every activity
AI-powered virtual assistant with intelligent trivia management
Key capabilities
• Structured trivia question database
• Topic and subtopic management
• Community-specific question selection
• Voice response processing
• Session history stored in Amazon S3
• Content suitable for senior audiences
Cloud-native AI-powered virtual assistant architecture
Key capabilities
• Amazon Bedrock with Amazon Nova Sonic
• FastAPI backend services
• React-based administration portal
• PostgreSQL trivia repository
• Amazon S3 for assets and session history
• WebSocket streaming for real-time voice interaction
• AWS-native deployment architecture
Impact
- 80%+ lower dependence on live presenters for routine activities
- 90% faster activity setup with secure shareable session links
- 100% AI-hosted trivia sessions through a virtual assistant
- 70% more personalized engagement using community demographics
- 3× stronger foundation for multilingual and future AI experiences
About
Before Gen AI and after Gen AI
"With AI-powered virtual assistants, the goal extends beyond automating conversations. It's about creating trusted, engaging experiences that adapt to every user while remaining reliable, secure, and easy to manage."
— Prashanna Rao, Head of Engineering, GoML
Key takeaways for AI-powered virtual assistant platforms
Common challenges
• Live activities increase operational costs.
• Smaller communities struggle to deliver consistent engagement.
• Personalizing resident experiences requires significant effort.
• Building natural voice interactions demands specialized AI infrastructure.
• Building animated lip-synced AI avatars requires multiple integrated technologies.
Practical guidance
• Build AI-powered virtual assistants around natural voice conversations.
• Personalize experiences using community-specific resident data.
• Separate administration from participant access with secure session links.
• Start with curated knowledge before expanding to dynamic content generation.
• Design cloud-native architectures that support future multilingual capabilities.
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