Services | Human-Powered Data Annotation Services - Beework Data Annotation Workforce Solutions

OUR SERVICES

Data Annotation
Outsourcing Services

High-quality, scalable data annotation for Computer Vision and AI applications.

Beework delivers comprehensive data annotation services spanning 2D, video, text, audio, and 3D LiDAR datasets. Our trained workforce seamlessly integrates into your existing annotation platform, with proven familiarity across a wide range of industry tools. With standardized workflows, multi-layer QA, and experienced project managers, we consistently deliver accurate, scalable datasets for applications in Autonomous Driving, Smart City, Retail, Healthcare, Manufacturing, and more.

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OUR WEEKLY CAPACITY

Beework Capacity can ramp 5x within 14 days

Point Cloud
Segmentation

500,000

instances/week

Point Cloud
Object Detection

700,000

instances/week

Semantic
Segmentation

1,200,000

instances/week

Instance
Segmentation

1,200,000

instances/week

Bounding
Box

3,000,000

instances/week

Image Annotation +

Beework delivers high-accuracy image annotation services, including object, scene, and attribute labeling. Our trained annotators ensure consistent, detailed outputs that enhance computer vision training data quality and improve model performance metrics.

Video Annotation +

Beework delivers scalable video annotation services with frame-level tracking of objects, actions, and events. Through a structured process and multi-layer QC, we produce consistent, reliable datasets that support advanced video understanding, activity recognition, and computer vision performance metrics.

Text Annotation +

Beework delivers high-quality text annotation with precise tagging of entities, sentiments, intents, and semantic relationships. Through structured QA and consistent standards, we create dependable datasets that support natural language processing, information extraction, and contextual understanding.

Audio Annotation +

Beework delivers high-quality audio annotation with detailed transcription, speaker labeling, and metadata tagging. Using structured workflows and multi-layer quality checks, we generate reliable datasets that enhance speech recognition, acoustic analysis, and audio AI model performance.

3D LiDAR Annotation +

Beework's proficiency in the 3D LiDAR Annotation enables the precise labeling of point cloud data, facilitating the development of autonomous vehicles, augmented reality applications, and other 3D perception systems. Our annotation process ensures an accurate spatial understanding of cutting-edge technologies.

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WHY OUTSOURCING WITH US?

Vietnam’s Workforce Advantage

Vietnam offers a large young talent pool, strong technical education, competitive labor costs, robust internet infrastructure, and a stable political environment that supports long-term workforce continuity.

Integrated Project Operations

IWe handle workforce onboarding, training, task execution, and layered QA checks, delivering stable, controlled quality with minimal client oversight.

Consistent, High-Fidelity Output at Scale

Domain-aware annotators deliver predictable output quality with a 96-99% QC Pass Rate, enabled by structured workflows and continuous QA oversight.

Agile Scalability & Timely Delivery

Capable of mobilizing hundreds of annotators within days, enabling large-scale AI projects to launch and iterate faster.

HOW WE EXECUTE

Requirement & Tool
Access

›

Pilot &
QA setup

›

PROJECT
EXECUTION

›

Delivery
& Feedback

›

Continuous
Improvement

OUR SERVICES

Annotation Staffing Services

Flexible workforce solutions for scalable, high-quality annotation operations.

Beework provides flexible, skilled human resources to support AI operations and data labeling teams at scale. We build, train, and manage dedicated or on-demand teams that integrate seamlessly with clients’ workflows support to reduce operational costs while maintaining consistent performance and quality standards.

Our teams cover every operational level, from annotators and inspectors to HR coodinator and project support delivering reliable results and scalable capacity across projects.

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WHY STAFFING WITH US?

Flexible Models

Dedicated, project-based, or hybrid staffing options tailored to each project’s scope.

Talent Readiness

Workforce experienced across various data types, labeling standards, and industry domains including trained annotators, inspectors, HR, and support staff to support scalable operations.

Operational Efficiency

Reduce management load while maintaining reliable delivery and productivity.

HOW WE EXECUTE

Requirement
Definition

›

Talent
Matching

›

Integration &
Operation

›

Performance
Review

Let us build the right team to achieve your goals

OUR SERVICES

Quality Control & Relabeling Services

A second layer of assurance for your AI data.

Beework provides independent dataset validation through cross-check QC and relabeling services. Industry leaders use these services to minimize output risk, verify data integrity, and maintain consistent quality. By implementing a separate QC layer, clients can identify labeling deviations early, and ensure that any datasets failing to meet standards are accurately corrected and relabeled.

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WHY QC WITH US?

Independent Validation Layer

An external QC process that verifies existing annotations for accuracy and consistency, minimizing output risks and ensuring unbiased dataset validation.

Error Detection & Relabeling Efficiency

Systematic reviews detect missing, incorrect, or low-confidence labels. In cases of data errors, standardized relabeling workflows are applied to ensure rapid correction and consistent output quality without re-annotating the entire dataset.

Dataset Standardization

Standardized QA and relabeling processes ensure consistent annotation formats, labeling logic, and quality levels across all reviewed datasets — supporting reliable, high-quality data outputs.