Coaching work is fragmented across WhatsApp groups, spreadsheets, video platforms, whiteboards, and informal notes. High-end analysis platforms are expensive and built for clubs with dedicated analysts; simpler tools fail to turn raw footage into anything actionable.

Baller.ai combines team management, squad and player management, calendars, session planning, match prep, with AI-powered analysis: player detection, tracking, team classification, possession estimation, and structured insights from broadcast video. The goal is not to replace the coach's judgment, but to augment it.

An interactive demo of the coaching workflows exists; the AI analysis pipeline is in active development toward a working MVP on real match footage.