Project Overview

Mamma - Data-Driven Parenting Agent

A data-driven parenting app from daily logging to AI coaching

Mamma helps parents capture repetitive childcare events with minimal effort, then turns those records into practical guidance through AI analysis. Instead of being just a tracking app, it acts more like an operational hub for daily parenting decisions.

💡 Key Outcomes

• Build-to-launch speed: A 2-person team shipped the MVP in 3 days with vibe coding and launched on the App Store in 7 days
• Low-friction daily logging: Quickly log feeding, sleep, diaper, medication, temperature, and activities with a daily summary dashboard
• AI-powered personalized insights: Analyze feeding/sleep/development patterns to provide context-aware guidance
• Structured growth management: Track milestones with an AI composite score and age-specific checklists
• Local activity discovery: Find nearby kids cafes, playgrounds, museums, and culture centers with map-based search
• Warm community interactions: Exchange practical tips and emotional support with other caregivers
• 24/7 AI coach: Use MammaTalk for real-time Q&A, photo-based questions, and tailored recommendations

🏗 Product Structure

1. Logging & Summary Layer

• Capture core parenting events in a structured way and review them as a daily snapshot
• Reduce missed records by minimizing repeated input steps

2. Analysis & Decision Layer

• Transform accumulated data into personalized insights for sleep, feeding, and development
• Focus on actionable next steps, not just static charts

3. Local + Social Layer

• Use map-based discovery to plan outings faster
• Combine peer community support with AI coaching for both practical and emotional needs

🛠 Key Features

Quick logging, AI smart analysis, AI growth management, local play map, parenting community, MammaTalk AI coach

Designed for families who want both emotional reassurance and evidence-based parenting guidance.