Data Collection
Image, video, LiDAR, audio and multimodal data acquisition built for project-scale delivery.
Learn more →High-quality data.
Intelligent future.
End-to-end data collection, annotation and quality assurance for physical AI, computer vision, autonomous driving, robotics and multimodal AI.
Quality FirstRigorous process and multi-level quality control
Global StandardsSecurity-aware delivery and project-level governance
Scalable DeliveryPilot, scale-up and recurring batch support
Results DrivenReliable data operations for practical AI outcomes
SUPPORTED AI DOMAINS
Physical AIAutonomous DrivingComputer VisionMultimodal AI3D / 4D LiDARQA Workflow
What we do
Comprehensive Data Solutions for AI
From data collection to evaluation, we deliver high-quality datasets and structured workflows that support next-generation AI systems.
Learn more →
Data Annotation
2D, 3D and sensor-based annotation for images, video, point clouds and multimodal workflows.
Learn more →
3D / 4D LiDAR
Point cloud annotation, 3D cuboids, lane features, object tracking and temporal scene QA.
Learn more →
QA & Evaluation
Multi-stage quality assurance, correction, validation and project-specific evaluation support.
Learn more →2D / 3D WorkflowsAnnotation coverage
LiDAR-focusedPhysical AI delivery
Hong Kong InterfaceCommercial contracting & coordination
Structured QAReview & validation workflow
Quality & Security
Clear boundaries. Reliable project delivery.
Security expectations, processing scope and data-access controls are addressed at project level. We communicate capabilities clearly and avoid unsupported public claims.
Controlled accessProject data is limited to approved personnel and agreed environments.
Processing geographyWhere required, location and environment expectations should be confirmed in writing.
ToolingClient environments or approved tools such as CVAT and Label Studio can be supported where applicable.
Company & Delivery Model
Hong Kong company. Delivery-oriented structure.
ZHIHUI AI DATA RESEARCH INSTITUTE LIMITED provides B2B AI data services through a Hong Kong commercial interface and managed delivery resources.
Legal nameZHIHUI AI DATA RESEARCH INSTITUTE LIMITED
Chinese name智匯人工智能數據研究院有限公司
Business focusAI data collection · annotation · QA
LocationHong Kong SAR
HK
Commercial & client interfaceHong Kong contracting, business communication and project coordination.
CN
Managed production resourcesAnnotation, QA and delivery support may be coordinated subject to project conditions and client requirements.
Use of Mainland China production resources must match client requirements, security conditions and data-residency expectations.
Business Enquiries
Need a dependable AI data partner?
Share the data type, pilot scope, target scale, delivery timeline and security requirements for an initial discussion.
Business emailbusiness@zhihui.com.hkProject · supplier · partnership enquiries