Over 60 % of the sports client’s time is spent on repetitive, manual annotation tasks.
I observed that adding a prominent button exposing the paid tier lifted daily revenue by 92 % for Bittorrent.
The lift came from data‑driven insight that free users didn’t even know a paid version existed; the button simply made the upgrade option visible, reflecting the twin principles of focusing on the right problem and trusting data over guesswork.
I posted on 2024‑09‑04 urging my network to follow Guillaume’s request and tell anyone they know in computer‑vision or AI development about Labellerr, highlighting its relevance across sectors such as robotics, sports, waste intelligence, agri‑technology, and medical imaging.
Labellerr is being used by organisations such as Toyota Research Institute, Stanford University, and fast‑growing startups in the listed domains.

