Industries

Programs built around your domain

Guidelines, reviewer credentials, tooling and security controls are configured per industry — not retrofitted from a generic labelling template.

Autonomous Vehicles

Multi-sensor ground truth, rare-scenario mining and continuous perception retraining loops.

18M+ LiDAR frames labelled

FinTech

KYC review, document extraction and fraud-signal labelling inside audited secure environments.

SOC 2 clean-room delivery

E-commerce

Catalog enrichment, attribute tagging, search relevance judgement and marketplace moderation.

400M+ SKUs enriched

Robotics

Manipulation demonstrations, SLAM ground truth and warehouse perception datasets.

Sub-frame sensor sync

Healthcare

Clinician-reviewed annotation, de-identification and HIPAA-aligned workflows.

HIPAA-aligned pipelines

Generative AI

RLHF, red teaming, expert prompt authoring and release-gated model evaluation.

1,200+ domain experts

At scale

Numbers our delivery teams are measured on

Reported per program in your monthly quality review.

99.8%
Annotation accuracy
50M+
Data points annotated
100+
Languages supported
1,200+
Vetted specialists
See the service verticals behind these programs →

Build the dataset your next model release depends on

Scope a pilot with our solutions architects. Most programs move from spec to first labelled batch in under two weeks.

Start your project scope