
Ground-truth data
your model actually deserves.
From raw collection through annotation, enrichment and transcription — multimodal pipelines run by certified pods, audited by domain reviewers, delivered with full lineage.
Everything you need to ship production-grade data.
A single platform that covers the full lifecycle — from sourcing through evaluation and deployment.
Pick the workflow your team needs.
Real results, not demos.
DICOM annotation across 1.2M studies
ASR data in 11 Indic languages
Catalog enrichment + search relevance
Questions, answered.
How fast can a pilot start?
Most pilots launch within 5 business days from kickoff — including pod onboarding, gold-task calibration and a 1k-record dry run.
Which tools do you support?
We're tool-agnostic. We work in CVAT, Label Studio, Encord, V7, Scale Studio and our own hosted studio. We can also stand up a private deployment of any of the above.
How do you handle PII and regulated data?
Pods are vetted to ISO 27001 controls. We support on-prem delivery, region-locked workforces, DPA + BAA agreements, and built-in PII redaction with differential-privacy noise where required.
Can you provide native-speaker reviewers?
Yes — 22+ Indic languages plus 40+ global languages with native-speaker dialect calibration and code-switch tagging.
What's your quality methodology?
Every batch goes through two-pass annotation + a third adjudicator on disagreement, plus continuous gold-task calibration. We publish IAA and confusion matrices per batch.
Ready to build
AI you can trust?
Talk to a solutions architect — get a pilot scoped in 48 hours.