MLQU 003 · Live
PitchMe
Sales reps record a pitch, battle head to head, and a model scores it.
The problem
Sales people get better when someone critiques a real pitch. That feedback is expensive and it does not scale past a handful of reps, so most training is a video course nobody finishes.
How it’s built
Two clients
A Next.js web app and a Flutter mobile app share one Supabase backend, so a rep can record on a phone and review on a laptop.
Edge functions
Twenty of them carry the asynchronous work: pitch scoring, meeting transcription, analytics, calendar and Recall.ai webhooks, and push notifications.
Live video
Agora handles real-time battles. Recordings are moved out of GCP into Supabase storage once the session ends.
Billing
Stripe subscriptions, with tiering across business verticals and experience levels.
What changed
- Shipped as a live product on both web and mobile
- Scoring runs asynchronously, so a slow model never blocks the interface
- Video, transcription and scoring sit behind one backend rather than three integrations
Want one of these?
Two lines is enough. We reply within a day.