Multimodal Annotation
Teams That Scale
Image, video, 3D, text, and speech labeling—delivered by trained specialists. Built for AI teams and annotation platforms.
Our Services
Data for Every Model
From foundation model training to specialized edge cases in autonomy and robotics.
Vision
- Object detection & tracking
- Semantic / instance segmentation
- Scene classification and attributes
- Temporal / long-sequence annotation
- Video QA and auditing
3D & Sensor
- LiDAR point cloud segmentation
- 3D cuboids & BEV labeling
- 2D/3D fusion and sensor alignment
- Lane / boundary / map features
- 4D temporal sequences
Language
- Multilingual transcription
- OCR annotation and document labeling
- Text classification and extraction
- Conversational labeling (intents, entities)
- Speech and voice interaction labeling
Generative AI
- Human preference data (RLHF)
- Multimodal output evaluation
- AIGC quality filtering and auditing
- Policy/safety labeling
- Adversarial and edge-case sets
The Data Engine
Multimodal Data Operations
A complete multimodal pipeline. We handle complex data challenges in the real world and deliver model-ready assets for your systems.
LiDAR Point Cloud
Video Segmentation
Multi-Sensor Fusion
RLHF Human Preference
Industrial Robotics
High-Fidelity Audio
LiDAR Point Cloud
Video Segmentation
Multi-Sensor Fusion
RLHF Human Preference
Industrial Robotics
High-Fidelity Audio
Simple Process, Predictable Results
Share requirements and sample data. We align on specs, edge cases, acceptance criteria, and reporting.
Start with a representative batch to validate quality, turnaround, and workflow fit—before scaling.
Ramp dedicated teams with steady throughput, consistent guidelines, and continuous QA.
Quality You Can Audit, Capacity You Can Rely On
Stop treating data like a commodity. We back our operations with verifiable metrics and a dedicated expert workforce.
Scale & Operations
300+ Core / 5,000+ Contract Workforce
Elastic scaling capability delivering 200K–500K tasks/week while maintaining strict enterprise data isolation.
Standard / Advanced / Expert Tiering
Complex reasoning and RLHF tasks are exclusively handled by Expert-tier annotators passing >95% gold-set calibration exams.
20% / 5% / 1% Multi-Layer QA Pipeline
Random sampling, project-wide secondary reviews, and executive audits combine with multi-annotator consensus for ultimate reliability.
Transparent Weekly Reporting
Absolute visibility into throughput, edge-case resolution, turnaround times, and QA metrics.