Trained teams, not an anonymous crowd.

Full time annotators and reviewers in Coimbatore, India, trained on your guidelines and scored every week, with domain experts brought in when the subject calls for it.

reviewer_roster

reviewers on this project

calibrated weekly
R07
Clinical review lead

Medical coding · 6 years

98.4%
R12
Speech reviewer, Tamil

Linguistics · 4 years

97.1%
R03
Point cloud reviewer

Civil engineering · 5 years

98.9%
E21
Domain expert, contracts

Legal · via Rubricate

on call

Agreement with gold set, last 7 days. Experts join through Rubricate when a project needs them.

How a team is built and kept sharp.

Team size today: [REAL DATA: full time team] full time, plus a contractor network of [REAL DATA].

Calibrated per project

Every engagement starts with your guidelines, a test set and agreement scoring before production volume begins.

Independent review

Annotators never review their own work. Senior reviewers adjudicate disagreements.

Rescored every week

Accuracy and agreement are tracked by annotator, so drift is caught in the weekly review, not in your model.

Fast to staff

30+ annotators trained in one week for Client B. A dedicated live review team assembled in one week for Client E.

Languages

English and the major Indian languages, with native speakers on audio and text work.

Domain experts

Clinicians, engineers, lawyers and linguists join through Rubricate, our expert network, when the subject needs them.

Why Coimbatore.

  • A large South Indian engineering and industrial hub.
  • A steady pipeline of graduates in computer science, electronics and AI from local universities and colleges.
  • Lower operating costs with strong talent available, which keeps your unit cost down without cutting review.

Team photo [REAL PHOTO: Coimbatore team]

Bring us the data your model gets wrong

Send a small batch and get it back done, free, usually within 24 to 48 hours. You judge the work before you pay for anything.