Jams
Web appAI automationEdTech

From manual Notion to an automated student platform

The Arena was capped by its tooling, not the market. We built the platform that let them scale the methodology they spent years developing.

The Arena student platform interface

The Notion ceiling

The Arena had built a real methodology for psychological coaching in high schools — cohort-based, data-driven, genuinely effective. The problem was the infrastructure running it. Every student got a duplicated Notion page. Every report was generated one at a time in ChatGPT, reviewed manually, then sent. Multiply that across cohorts, across schools, across the year. The business worked, but it could only grow as fast as the team could manage the manual work. It was not hitting a market ceiling — it was hitting a tooling ceiling.

The gamified ecosystem

A two-sided platform: a management layer for The Arena team, and a student-facing app that made the coaching experience feel like a product worth using.

Ops center

Dashboard for managing schools, classes, and programs with a custom assessment engine.

Student app

Mobile-first interface where students create avatars and earn currency for completing self-development modules.

Report factory

Automated AI-powered psychological profile generation via OpenAI, with human review before delivery.

Progress tracking

Visual progress charts replacing static PDF reports.

Tech stack

Core
Bubble (logic and database)
Reports
OpenAI
Notifications
SendGrid
Gamification
Custom avatar system and in-app currency

Shipped in 8 weeks. Now serves hundreds of students across multiple cohorts simultaneously. Reports that took hours individually are generated in batch.

"I was drowning in manual work. Jams transformed our unique methodology into a scalable product. Now the students love the app and we can generate hundreds of reports in the time it used to take to do one."

Julieta Lombroni, Founder at The Arena

Everyone is talking about AI. Most businesses do not know where to start.

The free shaping workshop is 60 minutes where we map your operation, figure out exactly where AI moves the needle, and give you a clear next step. Whether you are starting from scratch or already have something built — come in and we will figure it out together. You leave with a direction. No pitch. No jargon.

Book your free shaping workshop