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Powering Perception through
Skilled 3D LiDAR Teams

Beework provides trained 3D LiDAR workforce specialists who support point cloud annotation andspatial understanding for advanced AI systems.
We help AI teams accelerate autonomous innovation with talent and processes they can rely on.

BUILD YOUR LIDAR TEAM

High-quality Data Annotation supported by trained teams and strict quality control

We support leading annotation companies and startups deliver consistent, reliable AI training data at scale..
Our annotation workforce model is built for scalability, stability, and flexible quality control, maintaining a predictable output quality of 96–98% QC pass rate.

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Asia's Trusted Workforce Partner
for Data Annotation

Beework offers scalable data annotation teams and structured workflows to
help AI & data teams grow with confidence.

ABOUT US

Beework is a Vietnam-based provider of high-quality data annotation and workforce solutions, founded in 2021.
We follow a human-centered approach, empowering trained annotators to deliver accurate, reliable AI training data for demanding teams.
With a scalable workforce, specialist leads, standardized workflows, and strict quality control, Beework supports Tier 1 data annotation companies and AI teams to build smarter, more dependable AI systems.
As a long-term workforce partner, we provide stable, trained teams that adapt to your workflows and help you scale annotation operations with confidence.

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OUR SERVICES

Workforce solutions tailored to your projects

Annotation Outsourcing
Services

Comprehensive data annotation execution managed by Beework.We oversee workforce setup, training, task allocation, delivery, and multi-layer QC, all performed directly on your annotation platform. With broad tool familiarity, our team integrates quickly and ensures a smooth, consistent workflow.

What we deliver:

• Full-service management of your annotation pipeline
• Skilled PMs ensuring accuracy, scalability, and timely output
• Direct execution on your platform with tool-ready annotators

What you gain:

• Lower operational overhead
• Faster production cycles
• More time for core AI research and model development

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Annotation Staffing
Services

Build your data labeling operations with a trained and reliable workforce. Beework provides vetted annotators, QC inspectors, team leads, HR and operational support so you can scale fast without sacrificing quality.

What we deliver:

• Fully trained annotation and QA teams
• Seamless integration with your AI
• Workforce management handled by Beework

What you gain:

• Ready-to-deploy teams
• Consistent quality
• Optimized labor cost

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Annotation QA
& Relabeling Services

Ensure your training data meets rigorous accuracy and quality requirements. Beework offers independent QA, error correction, and relabeling services for image, video, text, audio, LiDAR and more.

What we deliver:

• Multi-level annotation quality checks
• Error detection and data correction
• Consistency improvement for large datasets

What you gain:

• Higher annotation accuracy
• Reduced risk of labeling inconsistencies or quality issues
• More reliable datasets for downstream use

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BUILD A TEAM FOR YOUR PROJECT

CORE VALUES

Advancing AI through scalable workforce support

Scalable Annotation at Speed

• 46,000 registered annotators with 2,000 active across ongoing projects.
• Predictable ramp-up within days for new workloads.
• Worker2 internal system ensures stable allocation and efficient workforce scaling.

Measurable Annotation Quality You Can Trust

• ≥ 98% annotation accuracy delivered consistently across diverse data types.
• 92% training pass rate enabled by the Worker2 training framework to ensure only qualified annotators enter production.
• 3-layer QC pipeline with real-time verification, delivering consistent quality and measurable metrics that reduce rework.

Reliable Partner

• A dependable extension of your team for AI/tech startups and annotation companies.
• Built on trust, transparency, and clear communication.
• Consistent delivery backed by defined SLAs and long-term support.

Cross-Domain

Knowledge

• Experience across 200+ projects in Autonomous Driving, Smart City, Retail, Healthcare, and Manufacturing…
• Domain knowledge that reduces onboarding time by 30–40%.
• Standardized workflows for image, video, LiDAR, and text data.

CORE VALUES

Advancing AI through scalable workforce support

Scalable Annotation at Speed

• 46,000 registered annotators with 2,000 active across ongoing projects.
• Predictable ramp-up within days for new workloads.
• Worker2 internal system ensures stable allocation and efficient workforce scaling.

Measurable Annotation Quality You Can Trust

• ≥ 98% annotation accuracy delivered consistently across diverse data types.
• 92% training pass rate enabled by the Worker2 training framework to ensure only qualified annotators enter production.
• 3-layer QC pipeline with real-time verification, delivering consistent quality and measurable metrics that reduce rework.

Reliable Partner

• A dependable extension of your team for AI/tech startups and annotation companies.
• Built on trust, transparency, and clear communication.
• Consistent delivery backed by defined SLAs and long-term support.

Cross-Domain Knowledge

• Experience across 200+ projects in Autonomous Driving, Smart City, Retail, Healthcare, and Manufacturing…
• Domain knowledge that reduces onboarding time by 30–40%.
• Standardized workflows for image, video, LiDAR, and text data.