Cost-Effective Data Annotation & Entry Solutions in Cambodia
Engagement Model
Dedicated Team
Team Composition
2 Data Operators & 1 Project Manager
Customer Partnership
Over 4 Years of Ongoing Collaboration
Client Overview
Chamberlain Group is a global leader in smart access solutions, specializing in garage door openers, gate operators, and smart home technology. As their AI-driven products expanded, they required large-scale data annotation and entry to power machine learning models. Rather than hiring an in-house team, they opted for an offshore solution, leveraging our expertise to scale efficiently while maintaining high data accuracy.
Objective
To meet Chamberlain Group’s growing data processing needs, we provided a tailored offshoring solution in Cambodia, leveraging a skilled workforce and efficient workflows to ensure high-quality data annotation and entry at scale.
Seamless Onboarding & Integration
Aligned workflows, secured VPN access, and enforced data protocols.
Training & Workforce Development
Vetted and trained annotators, maintaining 98%+ accuracy through quality control.
Scalability & Cost Efficiency
Scaled workforce flexibly, cutting costs by 50-70% and leveraging time zone advantages.
Quality assurance & Optimization
Applied multi-step validation to enhance data accuracy and consistency.
Workflow & Security Tools
V7 Darwin
Bounding Box Annotation
Image & Video Annotation
Workflow Optimization
Quality Control
Scaling AI with High-Precision Data Annotation
How Our Offshore Team Streamlined Data Labeling for Chamberlain Group’s Smart Access Solutions
Our offshore team built a seamless and secure data annotation pipeline for Chamberlain Group, ensuring high-quality data labeling to support their AI-driven smart access solutions. By integrating directly with Chamberlain’s platform, we maintained strict data security while streamlining annotation workflows.
Specializing in bounding box annotation, our annotators adhered to precise labeling standards to enhance machine learning accuracy. To maximize efficiency, we implemented a multi-tier quality control process, achieving over 98% annotation accuracy while maintaining a scalable and cost-effective workforce.
Our structured workflow enabled Chamberlain to process large volumes of data quickly, accelerating AI model training and iteration cycles. Beyond annotation, we provided ongoing performance monitoring and process optimization, refining validation steps and enhancing workflow automation to ensure consistent data quality.
Our offshore solution not only reduced operational costs but also provided Chamberlain with a reliable and scalable framework for continuous AI development.
Operational Efficiency
Streamlined data annotation processes, enabling faster AI model training.
Significant Cost Savings
Significant Cost Savings
Achieved major reductions in labor and operational costs.
Scalability on Demand
Rapid team expansion for high-volume annotation periods.
Enhanced Data Quality
Maintained high-accuracy annotation with rigorous quality control.
Results
By offshoring data annotation and entry to Cambodia, Chamberlain Group gained a scalable, cost-effective, and high-quality solution that accelerated their AI-driven smart access technology development.
Conclusion
By outsourcing data annotation and entry to Cambodia, Chamberlain Group optimized its machine learning pipeline while significantly cutting costs. Our scalable solution delivered high-quality annotations, accelerating AI model training and driving innovation in smart access technology.
Your Business with Cost-Effective Offshore Outsourcing
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