Rapid App Innovation
Streamlining and Automating Daily Reporting
My Role
Solo end-to-end AI workflow: research with ChatGPT and Claude, PRD generation with ChatGPT, design with Google Stitch and Figma, build with Replit — concept to tested MVP in the first 3 weeks.
Problem
Schools document each child’s day through a labor-intensive end-of-day report that doesn’t scale. Parents wait until pickup to hear how the day went, when what they need is reassurance in the moment.
The app answers both: real-time updates for parents, automated tracking and reporting for staff.
Competitive Analysis
Using ChatGPT and Claude, I ran a structured teardown of children’s activity and school apps (full analysis linked below). Key patterns:
- Fast teacher logging
- Strong parent communication
- Bulk actions for efficiency
- Simple but flexible workflows
- Clear end-of-day summaries
Design & Prototype
From the PRD, I used Google Stitch and Figma First Draft to accelerate early exploration, then refined an MVP in Figma and Replit for usability testing.
Things I Did:
480 hrs
Estimated annual time saved
Once concepts were validated with the client, I used Replit to turn designs into a working build, then iterated on real feedback from the client and test users. The shipped app removes manual end-of-day reporting — an estimated 2 hours of the head teacher’s day, or roughly 480 hours across a ~240-day working year. It does the following:
- Automates activity reporting through a simple teacher workflow that allows staff to select an activity, choose the child or children involved, and add a note when needed. Once submitted, the update is automatically logged in each child’s activity feed for parents to view.
- Triggered by the check-out action, the app automatically generates an AI-powered end-of-day summary of the child’s activities. The head teacher can review and edit the summary as needed before it is shared with parents.
- In the parent portal, parents can only view their own child’s feed and communicate with teachers in real time through comments on activity updates, with notifications sent for each reply.
