The Pitch
Thursday Table Run turns the tired exhale of Thursday night into five minutes of calm control: a gentle evening nudge opens a tap-through checklist that pulls in Saturday's soccer game, the 2 p.m. birthday party and Sunday's piano lesson, then lets you assign each ride to a parent or a carpool contact with a single tap. Next it offers three easy Friday dinners, like sheet-pan fajitas or pesto pasta with a bagged salad, and merges your pick into one shopping list sorted by store aisle, which you can send to a grocery-delivery partner if you'd like (it costs you nothing extra, and the app earns a commission from the partner on completed orders). The finished plan lands on your partner's phone as a clean summary of who drives where and what's for dinner, so the invisible mental load stops living in one person's head. Thursday Table Run is free for one household with one weekend plan per week, and Family is $5 per month (or $50 per year, the price of 10 months) for shared partner access, carpool sharing with other families and saved favourite meals.
For Whom
Maya, a 38-year-old project manager and mother of three (ages 6, 9 and 12), sits on her couch at 9 p.m. every Thursday with cold coffee and three overlapping group chats, trying to work out who drives to Saturday's soccer game, piano lesson and birthday party while also deciding what the family eats Friday. She wants to stop being the household's unpaid dispatcher and finally hand her husband a clear plan. Right now she pieces it together from a shared calendar nobody checks, scattered texts to other parents, a scribbled grocery list on her phone's notes app, and a last-minute $40 takeout order when Friday dinner falls apart.
Stack Suggestion
aiAn LLM (e.g. OpenAI or Anthropic API) with structured JSON output suggests three easy Friday dinners based on family size, dietary needs, saved favourites, and a 30-minute cook-time limit. It then merges ingredients into one deduplicated shopping list grouped by store aisle and normalizes quantities. A lightweight rules engine, not the LLM, proposes ride assignments from past patterns, parent availability, and event locations and times, flagging conflicts such as two games across town at the same hour. Optional parsing of forwarded team emails and screenshots into events uses an LLM with vision or OCR. Prompts are cached, outputs validated against a schema, and a human tap always confirms the plan.dataPostgreSQL (managed, e.g. Amazon RDS or Supabase) for households, members, kids, events, ride assignments, carpool groups, meals, and shopping lists, with row-level security scoping data to each household. Redis for caching the weekly plan and notification scheduling. S3-compatible storage for recipe images. Calendar ingestion via Google Calendar API, Apple EventKit (on-device), and Microsoft Graph, plus ICS feed import for school and sports team calendars. Analytics through PostHog to measure time-to-complete against the five-minute goal, plan completion rate, free-to-Family conversion, and affiliate click-to-order rate.backendNode.js with TypeScript on NestJS, deployed as containerized services on AWS (ECS Fargate) or Google Cloud Run. REST API plus WebSocket or Firebase-style realtime updates so both partners see ride assignments change live. A scheduled job service (AWS EventBridge or Cloud Scheduler) triggers the Thursday-evening push in each household's local time zone. Stripe Billing handles the Family plan at $5 per month or $50 per year (10 months at $5), with RevenueCat managing App Store and Google Play subscriptions and entitlements for the free tier (one household, one weekend plan per week). Affiliate order tracking uses grocery partner APIs or link-attribution webhooks, so commission is earned on completed orders and parents pay nothing extra.frontendReact Native with Expo and TypeScript for a single iOS and Android codebase. Zustand for local state, React Query for server sync, and Reanimated for the smooth tap-through checklist. The five-minute Thursday flow is a swipeable step sequence: weekend events, ride assignment, Friday dinner pick, merged shopping list, send summary. Native share sheet and deep links send the summary to the partner's phone, and an optional SMS or WhatsApp link covers carpool contacts who don't have the app.platformMobile app for iOS and Android, built with Expo EAS for builds and over-the-air updates. Push notifications via Firebase Cloud Messaging and APNs, with a Thursday-night default (around 8 pm local) that users can adjust. Home-screen widgets and a Friday-morning reminder come later. Sentry for crash reporting, GitHub Actions for CI/CD, and Terraform for infrastructure. Privacy-first handling of children's data with encryption in transit and at rest, minimal data collection, and compliance with COPPA and GDPR principles, since only parents hold accounts.