

Made an app which has cognitive game for seniors and their family or caretakers can monitor their progress
Hey everyone, my team is building Eldie, an AgeTech platform to combat senior loneliness.
We had a tricky ethical/architectural problem: How do we let families monitor a senior's engagement with our conversational AI without giving them a transcript of private chats?
The Fix: We use an LLM strictly as an abstraction layer on the backend. It analyzes the chats and sends only metadata (e.g., "Mood: Joyful", "Topic: 70s Music") to the family. No chat logs ever touch the client.
To make the monetization work, we built 3 native frontends on the same backend:
- Senior App (B2C): Simplified UI, seeded daily cognitive games, and the AI companion.
- Caregiver App (B2C): Freemium dashboard showing the LLM summaries and a family leaderboard.
- Facility App (B2B): An iPad app for nursing homes to project our logic games like a "Kahoot for seniors" and sync scores back to the families in real-time.
If anyone is building multi-app ecosystems or working with LLM privacy abstraction and wants to talk shop (or just see a live demo of how we wired the architecture together), I'd love to connect.
You can book a quick chat with me here: https://eldie.co/talk