5M+ Files
Expertly Annotated
500+ Projects
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Delivered
200+
Languages of Expertise
50K+ hours of Speech
Datasets
Crafting a reliable dataset is key to training successful AI models. Our platform equips you with powerful tools to create, refine, and scale your dataset with ease:
Custom
Dataset Curation
Define your data needs and structure datasets that align with your AI objectives. Gather, organize, and optimize data efficiently. 
Data Collection and Sourcing
Access diverse collection methods, from crowdsourcing to enterprise integrations, ensuring a rich and representative dataset.
Dataset Labeling and Annotation
Enhance data accuracy with AI-assisted and human-in-the-loop annotation tools, tailored to your project requirements.
Data Cleaning and Preprocessing
Eliminate inconsistencies, normalize formats, and optimize data quality with automated preprocessing workflows.
Scalable
Data Pipelines
Manage large datasets effortlessly with dynamic storage solutions and cloud-based infrastructure designed for efficiency. 
Bias Detection and Balancing
Ensure fairness and reduce bias in your dataset with advanced analytical tools that promote diverse and unbiased AI training.
Comprehensive Dataset Insights
Track data quality, monitor trends, and make data-driven decisions with in-depth analytics designed to optimize AI performance.Data labeling is the foundation of every AI model’s success. Our platform empowers you with tools, resources, and expertise to manage this critical process effectively:
Streamlined Annotation Workflows
Simplify your labeling process with user-friendly workflows designed for speed, consistency, and precision. Manage annotations with ease, regardless of complexity.
Customizable Labeling Pipelines
Create pipelines tailored to your project’s unique requirements. From bounding boxes to semantic segmentation, adapt workflows to meet the specific demands of your data.
Integrated Quality Assurance
Ensure top-notch accuracy with built-in quality control mechanisms. Use automated audits, sampling techniques, and human-in-the-loop reviews to maintain standards at scale.
Global Workforce Integration
Leverage a network of skilled labelers from around the world. Scale your operations quickly with trusted external expertise while maintaining complete control over the process.
AI-Assisted Labeling Tools
Speed up your projects with AI-driven pre-labeling features. Let smart algorithms handle repetitive tasks, allowing your team to focus on complex annotations and fine-tuning.
Seamless
Collaboration
Bring together cross-functional teams with tools designed for real-time collaboration. Share feedback, resolve issues, and align seamlessly across diverse stakeholders. Finding the right AI trainers is essential for building impactful solutions. Our platform connects you with skilled professionals who bring unmatched expertise and value to your projects.
Domain-Specific Expertise
Hire trainers with proven experience in specialized fields like natural language processing, computer vision, data labeling, and more.
Expert-Verified
Talent
Collaborate with trainers who have been handpicked and verified by industry experts. Each candidate is evaluated for technical skills, problem-solving ability, and practical experience. 
Flexible Hiring
Options
Adapt to your project’s unique requirements with flexible hiring models. Whether you need part-time specialists or dedicated experts, we have the right solutions. 
Performance Tracking and ROI
Monitor trainer performance with detailed metrics and insights. Ensure measurable outcomes and maximize the value of your investment.
Scalable Talent
Solutions
Scale your team seamlessly as your projects grow. Add expert trainers when needed to meet evolving challenges and timelines. Custom Dataset Curation
Define your data needs and structure datasets that align with your AI objectives. Gather, organize, and optimize data efficiently.Data Collection and Sourcing
Access diverse collection methods, from crowdsourcing to enterprise integrations, ensuring a rich and representative dataset.Dataset Labeling and Annotation
Enhance data accuracy with AI-assisted and human-in-the-loop annotation tools, tailored to your project requirements.Data Cleaning and Preprocessing
Eliminate inconsistencies, normalize formats, and optimize data quality with automated preprocessing workflows.Scalable Data Pipelines
Manage large datasets effortlessly with dynamic storage solutions and cloud-based infrastructure designed for efficiency.Bias Detection and Balancing
Ensure fairness and reduce bias in your dataset with advanced analytical tools that promote diverse and unbiased AI training.Comprehensive Dataset Insights
Track data quality, monitor trends, and make data-driven decisions with in-depth analytics designed to optimize AI performance.Streamlined Annotation Workflows
Simplify your labeling process with user-friendly workflows designed for speed, consistency, and precision. Manage annotations with ease, regardless of complexity.Customizable Labeling Pipelines
Create pipelines tailored to your project’s unique requirements. From bounding boxes to semantic segmentation, adapt workflows to meet the specific demands of your data.Integrated Quality Assurance
Ensure top-notch accuracy with built-in quality control mechanisms. Use automated audits, sampling techniques, and human-in-the-loop reviews to maintain standards at scale.Global Workforce Integration
Leverage a network of skilled labelers from around the world. Scale your operations quickly with trusted external expertise while maintaining complete control over the process.AI-Assisted Labeling Tools
Speed up your projects with AI-driven pre-labeling features. Let smart algorithms handle repetitive tasks, allowing your team to focus on complex annotations and fine-tuning.Seamless
Collaboration
Bring together cross-functional teams with tools designed for real-time collaboration. Share feedback, resolve issues, and align seamlessly across diverse stakeholders. Domain-Specific Expertise
Hire trainers with proven experience in specialized fields like natural language processing, computer vision, data labeling, and more.Expert-Verified
Talent
Collaborate with trainers who have been handpicked and verified by industry experts. Each candidate is evaluated for technical skills, problem-solving ability, and practical experience. Flexible Hiring
Options
Adapt to your project’s unique requirements with flexible hiring models. Whether you need part-time specialists or dedicated experts, we have the right solutions. Performance Tracking and ROI
Monitor trainer performance with detailed metrics and insights. Ensure measurable outcomes and maximize the value of your investment.Scalable Talent
Solutions
Scale your team seamlessly as your projects grow. Add expert trainers when needed to meet evolving challenges and timelines. Tailored Data Solutions for Your
AI Model Needs
Data Collection
Macgence specializes in collecting high-quality, diverse data from across the globe, ensuring accuracy, relevance, and scale for your AI models.
- Global data sourcing across multiple domains
- Real-time data collection with strict compliance standards
- Scalable and adaptable for diverse AI applications
Data Annotation
Our data annotation services provide precise labeling and tagging to enhance model performance.
- ~95% annotation accuracy
- Support for a wide range of data types (text, images, audio, video)
- Quick turnaround time with scalable solutions
Neuromonitoring Data Collection
Macgence excels in collecting neuromonitoring data, ensuring real-time, precise measurements to drive medical and AI innovations.
- Real-time, high-accuracy data collection
- Compliance with healthcare standards (HIPAA, GDPR)
- Expert support for sensitive neurological data
Sensor Data Collection
We offer advanced sensor data collection solutions, providing real-time, high-quality data from various sensor types.
- Data from environmental, motion, and medical sensors
- Seamless integration with existing systems
- Scalable to support large-scale IoT applications
Vehicle Data Collection
Macgence provides high-quality vehicle data collection, covering both in-vehicle (inside the car) and out-vehicle (external surroundings) data.
- Real-time in-cabin data (driver monitoring, infotainment interactions, cabin environment)
- External vehicle data (road conditions, pedestrian detection, traffic patterns)
- Compliant with automotive industry standards for safety and privacy
Elevate Your AI with Premium AI Training Data Solutions
Text
Text Unleash the hidden value in unstructured text with our cognitive annotation services. We help organizations transform raw text into actionable insights, unlocking opportunities to drive innovation and growth.
Speech
Speech Speech data is the cornerstone of cutting-edge speech recognition systems. By precisely annotating audio snippets and their corresponding text, we ensure your AI models excel in understanding and responding to human speech with unmatched accuracy.
Image
Image With our expertise in machine vision, we deliver world-class image annotation services to businesses worldwide. From enhancing AI capabilities to enabling smarter systems, our talented developers provide the foundation for visionary solutions.
Video
Video Extract intelligence from dynamic video data with our frame-by-frame annotation expertise. We enable AI models to recognize actions, track objects, and analyze visual patterns for deeper insights.
RLHF
RLHF Refine AI performance with Reinforcement Learning from Human Feedback (RLHF). Our expert-driven training helps models align with human values, improving relevance, accuracy, and user experience.
Sensor
Sensor Enhance AI perception with precise sensor data annotation. We help models interpret signals from LiDAR, RADAR, and IoT sensors, enabling accurate environment mapping, anomaly detection, and predictive analytics.
Other Solutions
Adapt a new way to work with AI—smarter, faster, and more impactful.
AI Agents
We build custom AI agents that automate tasks, streamline workflows, and support smarter decision-making, boosting efficiency across diverse business environments.
AI Transformation
We smoothly incorporate AI into current systems, improving workflows to boost productivity, enhance creativity, and enable data-driven decision-making for businesses.
Model Evaluation
To guarantee accuracy, and performance, we carry out comprehensive model assessments. We also find biases and improve model robustness for the best, long-term efficacy.
Localization
Using AI-powered solutions, we localize language, tone, and cultural quirks to provide genuine experiences that appeal to a wide range of consumers domestically & globally.
Data Validation
We precisely evaluate data to guarantee quality, consistency, and integrity, enabling AI models to produce dependable results across a wide range of sectors and applications.
Data Identification
Using cutting-edge AI algorithms, we recognize, categorize, and arrange data, turning unprocessed information into useful insights that improve overall workflows.
Success stories powered by
precision data
Moderating Content for an AI Giant
A renowned AI platform reached out to us to enhance its existing ML models. Their primary objective was to filter out spam content, hateful speech, and misinformation from the model.
Enhancing AI Chatbot Performance with RLHF: A Success Story
In the dynamic landscape of artificial intelligence, a leading North American technology Organisation renowned for its advanced LLM-powered multilingual enterprise chatbot partnered with Macgence to elevate the quality and reliability
Sentiment Analysis for Customer Feedback: A Case Study in Text Annotations
We at Macgence understand the importance of accurate and reliable text annotations. In the following case study, we’ll highlight how we assisted a customer feedback processing company to improve its
Data Collection for Autonomous Driving
In the rapidly evolving landscape of artificial intelligence, autonomous driving stands at the forefront of technological innovation, promising to revolutionize the way we navigate our world. However, the journey towards
Real-time facial motion detection to improve driver monitoring systems
Collect and annotate real-world imagery, capturing the driver's face inside the vehicle with different contrasts to gain a deeper understanding of driver behaviour to improve road safety and define the
Facial Recognition Technology
Find out how Macgence assisted a major electronics manufacturer in developing more inclusive facial recognition technology by using precise image annotation. In the realm of artificial intelligence, facial recognition technology
In the dynamic landscape of artificial intelligence, a leading North American technology Organisation renowned for
We at Macgence understand the importance of accurate and reliable text annotations. In the following
In the rapidly evolving landscape of artificial intelligence, autonomous driving stands at the forefront of
Collect and annotate real-world imagery, capturing the driver's face inside the vehicle with different contrasts
Find out how Macgence assisted a major electronics manufacturer in developing more inclusive facial recognition
Macgence provided digital assistant training in 40+ languages for a major cloud-based voice service provider
Our end to end
AI solution value chain
How Are We Best?
Others
Data Protection & Compliance
End-to-End AI Data Services
Impeccable Quality & TAT
Global Sourcing Competence
A Trusted Name in AI
Others
Data Protection & Compliance
End-to-End AI Data Services
Impeccable Quality & TAT
Global Sourcing Competence
A Trusted Name in AI
Global AI Data Collection
Expertly Sourced, Locally Relevant
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800+
10K+
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