Case Study · Custom Web App

AI Automatic Scheduler

Custom scheduling web app with AI-assisted availability matching, booking rules, and calendar sync.

Cuts scheduling back-and-forth; teams book from one app with AI-suggested times.

Custom Web AppOpenAICalendar APINext.js
AI Automatic Scheduler workflow overview

Problem

Teams burned time coordinating meetings across email threads with no shared source of truth for availability.

Goal

Ship a custom scheduler that proposes viable times with AI and books them into the calendar automatically.

Solution

  • Custom web app for availability, meeting types, and booking rules
  • AI layer that suggests slots from calendars and business constraints
  • Calendar API sync for confirmed bookings
  • Clear handoff when a request needs human confirmation

Workflow samples

What I built at each step—placeholder frames ready for your real screenshots.

Automation logic

01Request comes in
02Load availability + rules
03AI proposes slots
04User confirms
05Write to calendar

My role

Product design, full-stack build, AI prompt/logic, and calendar integration.

Result

Cuts scheduling back-and-forth; teams book from one app with AI-suggested times.

Lessons learned

Clear booking rules mattered as much as the model—AI only helped when constraints were explicit.

Next step

Want a system like this for your team?