Data Annotation & Labeling
Precision Ground Truth Datasets.
Power your computer vision, LLM alignment, and NLP models with high-precision human-annotated data. We provide domain-expert annotators, RLHF/RLAIF pipelines, and 99.8% consensus verification.
Annotation Operations
Double-Blind Verification Active
5x
Faster Prep Time
SOC-2
Audited Enclave
99.8%
Labeling Accuracy
Rigorous double-blind reviews5x
Faster Dataset Prep
Compared to internal labelingSOC-2
Security Compliant
Secure air-gapped data roomsAnnotate for Production ML
Minimize training errors. We establish automated consensus validation gates to eliminate labeler variance and compile gold-standard test datasets.
Computer Vision & Dialogue Tagging
We label high-resolution image bounding boxes, semantic segments, and video keypoints, as well as token-level conversational dialogues, named entities, and intent classification states.
Double-Blind Reconciles
Separate workers label the same data points, routing conflicting files to senior reviews to guarantee maximum precision.
Labeling Tools
Runs high-throughput text, video, and image labeling panels featuring custom vector controls.
Consensus QA
Routes labeling items through double-blind reviews and runs automated consensus checking scripts.
Audited Security
Secures datasets inside air-gapped storage volumes complying with SOC2 and HIPAA standards.
Export Formats
Formats labeled metrics to match YOLO boundaries, COCO segmentations, or custom model files.
Data Annotation Service Lifecycle
From labeling taxonomy setup to verified dataset delivery in 30 days.
Taxonomy & Guideline Setup
Define label classes, create annotation guidelines, configure edge-case rules, and setup storage.
Pilot Batch & QA Test
Annotate initial 1,000-item pilot batch, measure consensus agreement scores, and refine guidelines.
Scaled Batch Annotation
Scale annotation across full dataset using domain experts with continuous automated QA scoring.
Verified Dataset Export
Deliver clean, validated dataset formatted in COCO, YOLO, JSONL, or TFRecord for ML training.
Common Questions
Everything you need to know about our enterprise services.