Data Annotation Services
Production-ready AI data requires more than annotation. iMerit designs the workflow, staffs it with full-time, domain-trained annotators, applies two-stage QA, and delivers labeled data that meets specification.
HOW iMERIT DELIVERS PRODUCTION-READY AI DATA
End-to-end data annotation services built for accuracy, scale, and seamless integration into your AI pipeline.
MULTI-MODAL TOOLING
Purpose-built tooling for every modality your models need – image, video, 3D point cloud, audio, text, and more – inside one unified platform, not a generic tool stretched across data types it wasn’t built for.
MANAGED DELIVERY
QUALITY WE OWN
ANGO HUB
MULTI-MODAL ANNOTATION PLATFORM
MULTI-MODAL COVERAGE
AI-ASSISTED PRE-LABELING
CONFIGURABLE QA WORKFLOWS
API & WEBHOOK INTEGRATION
FULL COMPLIANCE
SOC 2 Type II, ISO 27001, HIPAA, GDPR, and TISAX compliant, with strict access controls, NDAs, and full audit trails for regulated industries.
ANNOTATION CAPABILITIES
Every data type your model needs to learn from.
IMAGE ANNOTATION
VIDEO ANNOTATION
LIDAR & 3D ANNOTATION
TEXT & AUDIO ANNOTATION
MEDICAL IMAGING
DOCUMENT & OCR ANNOTATION
CASE STUDY
Bill.com’s IVA uses computer vision and deep learning to extract data from user-uploaded business documents. iMerit evaluated IVA’s outputs, identified failure modes, and created a targeted training dataset combining high-error documents with normal user documentation. This directly improved the Bill.com user experience.
Multi-stage
CUSTOM ANNOTATION AND EVALUATION WORKFLOW BUILT BY iMERIT
IMAGES AND VIDEOS LABELED BY iMERIT TEAMS GLOBALLY
QUALITY AT EVERY STAGE. Guaranteed.
CUSTOM QUALITY THRESHOLDS
TWO-STAGE PRODUCTION AND QA WORKFLOW
STRUCTURED PILOT BEFORE PRODUCTION SCALE
EXPERT-IN-THE-LOOPvFOR REGULATED DOMAINS
BY THE NUMBERS
Images and videos labeled across computer vision programs
ISO 27001
SOC 2 Type II · HIPAA · GDPR · TISAX certified
INDUSTRY VERTICALS
Domain-specific annotation expertise across every major AI vertical.
Object detection, scene segmentation, HD map construction, LiDAR annotation, and sensor fusion for AV perception stacks.
Frequently Asked Questions
What types of data annotation does iMerit support?
iMerit supports image, video, text, audio, LiDAR, and medical imaging (DICOM) across a wide range of industries. Annotation types include bounding boxes, polygons, keypoints, segmentation, classification, tracking, and 3D/LiDAR labeling. We also offer text annotation and audio transcription.
Can iMerit handle enterprise security and compliance requirements?
Yes. iMerit is certified with SOC 2, ISO 27001/9001, GDPR, HIPAA, and TISAX with strict access controls, NDAs, and full audit trails for sensitive projects. These controls support regulated sectors like healthcare, finance, and government.
Can you work inside our existing tools and MLOps stack?
Yes. We can work directly in your annotation tools or run projects on iMerit’s Ango Hub, with API and plugin-based integrations into your data pipelines and model workflows.
Do you support specialized domains like medical, autonomous vehicles, or e-commerce?
Yes. iMerit has domain-focused teams for autonomous mobility, robotics, medical AI, geospatial, agricultural, government, finance and insurance, commerce/retail, and enterprise companies.
How does iMerit ensure quality at scale?
We combine clear guidelines, calibrated experts, and multi-level QA to meet your acceptance criteria. Quality is tracked through defined metrics (IoU, error rates, per-class performance) and shared in regular reports.
Can you support large volumes and ongoing production programs?
Yes. With 6,000+ trained data specialists and 250M+ data points processed, we can ramp from pilot to high-throughput production with SLAs on quality and turnaround.
How do we get started with a new annotation project?
Begin with an expert consultation to define scope, acceptance criteria, and QA plan, then move into training, workflow setup, and evaluation.
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