Enterprise AI Deserves Enterprise-Grade Training Data
Your AI models are only as good as the data behind them. Centric Labs delivers precision data annotation, labeling, and AI training data services trusted by enterprises building production-grade AI systems.
AI Projects Fail When Training Data Falls Short
80% of enterprise AI initiatives stall not because of model architecture but because of data quality. Inconsistent annotations, misaligned labeling taxonomies, and lack of domain expertise create compounding errors that degrade model performance.
- Dedicated managed teams, not anonymous crowd workers
- Multi-stage QA with measurable SLAs
- Secure workflows designed for enterprise data
- Fast pilots with clear success criteria
Full-Spectrum AI Data Services
From raw data to production-ready datasets, we cover every modality and methodology your AI team needs.
Image Annotation
Bounding boxes, polygons, semantic segmentation, keypoints, and instance segmentation for computer vision.
Learn moreVideo Annotation
Frame-by-frame and interpolated annotation for object tracking, activity recognition, and autonomous driving.
Learn moreText & NLP
Named entity recognition, sentiment analysis, text classification, relation extraction, and document annotation.
Learn moreAudio Annotation
Transcription, speaker diarization, emotion detection, and intent classification for speech AI.
Learn more3D Point Cloud
Cuboid annotation, semantic segmentation, and sensor fusion labeling for robotics and autonomous vehicles.
Learn moreRLHF & Human Feedback
Preference ranking, safety evaluation, and alignment pipelines for LLM fine-tuning and evaluation.
Learn morePurpose-Built for High-Stakes Industries
We serve industries where data quality is mission-critical, not optional.
Healthcare
Clinical text, medical imaging, claims and coding datasets with HIPAA-aligned controls.
ExploreAutonomous Vehicles
Video, LiDAR, and sensor fusion datasets for perception and safety systems.
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Defense & Government
Classified data workflows, air-gapped deployment, and cleared annotation teams.
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Financial Services
Document processing, fraud detection datasets, and compliance-ready annotation.
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Oil, Gas & Energy
Geospatial data, pipeline inspection, and predictive maintenance datasets.
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Retail & E-commerce
Product classification, visual search, and recommendation engine training data.
ExplorePowering Sovereign AI Across the Middle East and Beyond
Nations across the MENA region are investing billions in domestic AI infrastructure. We understand data residency requirements, Arabic and multilingual annotation, air-gapped deployment, and government-grade security.
- Data residency and sovereignty compliance
- On-premise and air-gapped deployments
- Arabic and multilingual annotation expertise
- Operations in Dubai with deep regional expertise
We Are Operators Who Built a Startup
Unlike first-time founders chasing the annotation market, Centric Labs is backed by 14 years of enterprise operations across three continents.
- Proven track record with Fortune 500 and government clients
- Dedicated workforce, not anonymous crowdsourcing
- Cross-continental delivery with US-based PM
- Zero data breaches across all engagements
Technology-Augmented Human Intelligence
Our proprietary platform combines AI-assisted pre-labeling with human expert verification, reducing annotation time while maintaining accuracy above 98%.
- Model-assisted labeling with active learning
- Real-time quality dashboards
- API-first ML pipeline integration
- Multi-format export (COCO, VOC, YOLO, custom)
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Frequently Asked Questions
Ready to Build Better AI? Start With Better Data.
Request a free pilot project and experience our quality, speed, and security firsthand — with no commitment.