B01
Humans where judgment lives.
Automation handles volume. People handle the calls that decide whether a label is right.
FIG 04Company
Built by operators, not resellers.
01Origin
PlayBreak grew out of five years running one of the hardest data operations there is — live sports, tens of thousands of events a season, around the clock. That machine — training academy, QC systems, delivery tooling — now serves vision AI teams across every domain.
- Training academy
- Structured onboarding and a certification exam before production work.
- QC systems
- Gold sets, dual annotation and per-batch agreement scoring.
- Delivery tooling
- Schema handling, batch reporting and shift management.
02What we believe
B02
Measured quality or it didn't happen.
Agreement scores, accept rates and error classes, reported per batch. Not adjectives.
B03
Truth over volume.
A smaller correct dataset beats a large approximate one. We would rather deliver less and be right.
03Contact
The fastest way to start is a pilot. If you would rather ask a question first, email is fine.
hello@playbreaksports.inYour hardest two minutes. Our 72 hours. Free.
Request the free pilot
Under NDA. No commitment.