Loop

Loop is an AI family assistant that helps families stay connected without constant phone calls.

The idea came from my own family. My younger sister travels alone every day for tuition and sports classes. My mother and I often call or message her just to ask if she has reached safely or left for home. We are not trying to track her. We simply want peace of mind.

Loop automates those everyday check ins.

Users create a trusted family circle and choose places like Home, School, Tuition, Sports or any custom location. When someone leaves or arrives at one of these places, Loop automatically sends updates to the people they have chosen.

The AI goes beyond simple notifications. It learns normal travel routines over time and understands when something looks unusual. If someone is taking much longer than normal, the AI explains what changed and lets family members know only when it is useful.

Family members can also ask questions in natural language such as:

• Has Ananya reached tuition?
• Is everything normal today?
• When did she leave school?

Loop answers using recent events and learned routines in simple language.

The goal is not to constantly monitor people. The goal is to reduce unnecessary calls while giving families confidence that their loved ones are safe.

Planned MVP

• Trusted family circles
• Automatic arrival and departure updates
• Safe places with geofencing
• Push notifications
• Activity timeline
• AI summaries of daily travel
• AI explanations for unusual delays
• Natural language family assistant

Built With

• codex
• firebase-cloud-messaging
• flutter
• gin
• go
• google-maps-sdk
• openai-gpt-5.6
• postgresql
• redis