Daybloom - Reimagining Family Activity Discovery and Planning
Daybloom is an AI-powered family activity planning platform that solves a universal parent problem: discovering the right activities for the right child at the right time, tracking registration deadlines, and coordinating schedules with family and friends -- all in one place. An ongoing project in active development.
Technologies
Client
Daybloom (formerly Grow Together)
Industry
Family Tech / AI / Mobile
Platforms
iOS App, Web App
Timeline
Ongoing (Phase 3 of 4)
Live URL
daybloom-frontend.vercel.app/The Vision
The clent and the Smart Family Inc. team had a vision rooted in their own experience as parents: families are drowning in activity chaos. Parents piece together childcare and activities across Google searches, Facebook groups, school notices, and word of mouth. Registration deadlines are missed. Schedule conflicts go unnoticed until the last minute. There's no single place to see what your friends are doing with their kids, coordinate together, or stay ahead of signup windows. Their vision was radical -- build a unified platform that is part discovery engine, part AI scheduler, and part social community. A place where parents finally have clarity.
How They Found ATOM
The clent came to ATOM with deeply researched product requirements, a clear understanding of the market gap, and a vision for what intelligent activity discovery could be. She didn't have a rough idea -- she had feature specifications, user flow diagrams, and a pixel-perfect understanding of parent pain points. When we first reviewed her Product Outline document, it was clear this was a founder who understood technology deeply and had built software before. That alignment on product strategy and ATOM's expertise in full-stack development, real-time data pipelines, and AI systems made us the natural fit. The partnership clicked immediately.
The Challenge We Faced Together
Parents have no unified source of truth for local children's activities. Registration deadlines are scattered across provider websites, many lack structured data, and schedule coordination requires manual effort across multiple tools and people. The market desperately needed intelligent aggregation and AI-powered planning.
- Activity data exists only on individual provider websites with no standardized format -- some detailed, others sparse and inconsistent
- Registration windows are scattered and easily missed -- parents forget about deadlines for activities they love
- No unified calendar exists to coordinate multiple children across family and friend groups
- Parents can't easily discover local activities matched to their child's age, interests, and available time
- Manual scheduling wastes hours and still results in conflicts and missed opportunities
What We Took On
- Full-stack platform architecture design for iOS, web, and backend services
- AI data pipeline engineering -- automated discovery and extraction of activity data from provider websites at scale
- Intelligent recommendation engine matching activities to children's profiles and calendar availability
- Real-time calendar and scheduling system with conflict detection and smart suggestions
- Social layer development for friends coordination and activity sharing
- Push notification and email alert system for registration deadlines and activity opportunities
How We Approached It
- We architected a fully automated activity discovery pipeline that queries Google Places, visits provider websites, and intelligently extracts structured data using AI -- no manual data entry from partners required
- Built a city-by-city expansion model where the pipeline launches progressively based on user demand, ensuring fresh data for every location
- Designed an AI recommendation engine that learns child profiles and family schedules, then surfaces activities that actually fit
- Implemented a unified family calendar with smart conflict detection, calendar syncing (Google/Apple), and AI-powered free-time suggestions
- Built a real-time social layer where parents see what friends are doing, receive smart invitations with conflict-detection, and coordinate via shared group calendars
- Developed proactive AI registration alerts that notify parents days before deadlines, using their activity history to suggest re-enrollment
What We Built
Intelligent Activity Discovery Pipeline
- Automated scraping of activity provider websites across all major categories (sports, arts, music, STEM, dance, swimming, etc.)
- AI-powered data extraction that pulls structured info even from unformatted pages: class names, age ranges, schedules, pricing, registration windows
- Daily refresh cycle automatically detects new sessions, closes registrations, price updates, and cancelled classes
- City-by-city expansion model that scales coverage organically as new users join from uncovered areas
Personalized Activity Discovery for Every Child
- Smart search powered by child profiles: age, interests, schedule availability, and location distance
- AI recommendations generated in real-time based on open calendar slots and historical activity data
- Activity detail pages with full provider info, registration status countdown timers, and friend attendance signals
- Interactive map view showing all nearby activities with drive-time estimates
Smart Family Calendar and Scheduling
- Unified calendar showing all family members' activities in one view (month, week, or day)
- Intelligent conflict detection automatically surfaces overlapping classes, insufficient travel time, and double-booked children
- AI-powered free-slot detection and activity suggestions to fill open windows in the schedule
- Calendar syncing with Google Calendar and Apple Calendar for seamless access across devices
- Group calendar creation for coordinating with partners, grandparents, or playgroup families
AI-Powered Planning and Scheduling Assistance
- Plan for Me feature uses AI to suggest activities for a specific day or week based on open time slots
- Smart suggestions account for child age, interests, nap times, existing commitments, and distance tolerance
- Explainable AI that shows parents why each activity was recommended (e.g., 'fits schedule', '10 min away', 'popular with similar families')
- Manual activity entry for classes not in database, with AI assistance to auto-fill details
Social Community and Friend Coordination
- Real-time activity feed showing what friends are enrolling in, saving, and attending
- Smart friend invitations with automatic conflict detection and alternative time suggestions
- Share activities directly with friends or invite them to join your family
- Group calendar feature for coordinating activities across parent networks and playgroups
Proactive Registration Alerts and Reminders
- AI-powered registration alerts triggered days before deadlines, personalized by child activity history
- Registration countdown timers showing exactly when sign-ups open and close
- Email notifications for registration deadlines, openings, capacity alerts, and friend activity updates
- Bookmarked activities that automatically notify parents when registration opens
Under the Hood
The Results
- Built a platform that discovers and aggregates thousands of local activities across multiple cities without requiring provider partnerships
- Delivered an iOS app and web platform that enables parents to discover, plan, and coordinate family activities in one place
- Enabled families to stay ahead of registration deadlines and never miss their children's activities
- Created a social layer where parents coordinate with friends and family, turning solo activity planning into a shared experience
- Positioned Daybloom as the all-in-one family activity operating system, live and growing
"ATOM understood that activity discovery was just the starting point. They built us a complete family operating system -- discovery, planning, coordination, and reminders all working together. That's the product that gets parents excited."
The clent
Founder, Smart Family Inc / Daybloom
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