Tailored Solutions for Unique Challenges
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Custom AI Projects
Built for teams shipping medical AI who need reliable labeled 3D data. You get stable label guidelines and QA you can audit, without slowing your roadmap. Custom AI Projects is delivered with secure workflows and consistent reporting from pilot to production.
Tailored AI data workflows designed around your specific model, domain, and constraints
Expert-led annotation for complex, novel, or regulated AI use cases
Scalable, reproducible datasets built for experimentation and production readiness
Custom AI projects are ideal when AI development goes beyond standard annotation workflows. This includes early-stage proof-of-concept models, novel computer vision or multimodal architectures, domain-specific applications, and environments where accuracy, consistency, and traceability are critical.
DataVLab begins each custom AI project with a deep technical and operational assessment. We define data requirements, annotation schemas, quality benchmarks, and validation protocols tailored to the target model and use case. Our teams then execute the project using carefully selected annotators, subject-matter experts, and multi-layer quality assurance processes.
Throughout the project lifecycle, we collaborate closely with your technical stakeholders to adapt workflows, refine guidelines, and scale datasets as requirements evolve. The result is a custom-built data pipeline that supports robust AI development, from research to production.
Examples of Custom AI Projects We Support
Our custom AI projects adapt to unique data types, research objectives, and operational constraints across industries and AI modalities.
Medical and Scientific AI Research Projects
Expert-driven datasets for regulated environments
Custom AI projects involving medical imaging, clinical data, or scientific research, requiring domain experts, strict annotation protocols, and advanced quality assurance.
Multimodal AI and Sensor Fusion Projects
Complex data pipelines beyond single modalities
Projects combining images, video, 3D point clouds, text, or sensor data, with coordinated annotation strategies across multiple data sources.
Early-Stage AI Prototypes and Proofs of Concept
From experimental ideas to validated datasets
Support for startups and R&D teams building new AI models, including rapid dataset iteration, taxonomy refinement, and pilot-scale annotation.
Safety-Critical and Infrastructure AI Systems
High-precision data for risk-sensitive applications
Custom AI projects for transportation, smart cities, energy, or industrial systems where annotation accuracy and traceability are essential.
Custom Data Preparation for AI at Scale
Designed for long-term production pipelines
Bespoke data workflows that scale from initial datasets to large production volumes while maintaining quality and consistency.
Discover How Our Process Works
Defining Project
Sampling & Calibration
Annotation
Review & Assurance
Delivery
Explore Industry Applications
We provide solutions to different industries, ensuring high-quality annotations tailored to your specific needs.
We provide high-quality annotation services to improve your AI's performances
Annotation & Labeling for AI
Unlock the full potential of your AI application with our expert data labeling tech. We ensure high-quality annotations that accelerate your project timelines.
Data Annotation Services
Expert data annotation services for machine learning and computer vision, combining expert workflows, rigorous quality control, and scalable delivery.
Image Annotation Services
Image annotation services for AI teams building computer vision models. DataVLab supports bounding boxes, polygons, segmentation, keypoints, OCR labeling, and quality-controlled image labeling workflows at scale.
Video Annotation
Video annotation services and video labeling for AI teams. DataVLab supports object tracking, action and event labeling, temporal segmentation, frame-by-frame annotation, and sequence QA for scalable model training data.
3D Annotation Services
3D annotation services for LiDAR, point clouds, depth maps, and multimodal sensor fusion data. DataVLab delivers 3D cuboids, point cloud segmentation, drivable area labels, and object tracking for robotics, autonomous mobility, geospatial, and industrial AI.
GenAI Annotation Solutions
Specialized annotation solutions for generative AI and large language models, supporting instruction tuning, alignment, evaluation, and multimodal generation.
Custom service offering
Up to 10x Faster
Accelerate your AI training with high-speed annotation workflows that outperform traditional processes.
AI-Assisted
Seamless integration of manual expertise and automated precision for superior annotation quality.
Advanced QA
Tailor-made quality control protocols to ensure error-free annotations on a per-project basis.
Highly-specialized
Work with industry-trained annotators who bring domain-specific knowledge to every dataset.
Ethical Outsourcing
Fair working conditions and transparent processes to ensure responsible and high-quality data labeling.
Proven Expertise
A track record of success across multiple industries, delivering reliable and effective AI training data.
Scalable Solutions
Tailored workflows designed to scale with your project’s needs, from small datasets to enterprise-level AI models.
Global Team
A worldwide network of skilled annotators and AI specialists dedicated to precision and excellence.
Potential Today
Blog & Resources
Explore our latest articles and insights on Data Annotation
We are here to assist in providing high-quality data annotation services and improve your AI's performances