Enterprise AI Data Collection & Generation - Empowering Every Industry

We deliver scalable, multilingual AI data collection and generation services across every domain –  from healthcare to finance, retail to tech. Our expert workflows ensure high-quality, structured datasets built for accuracy, compliance, and growth.

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Global-Scale Data Collection & Generation for AI

Mindy Support delivers the diverse training data your AI needs – from speech and audio to text, images, video, code, and sensor inputs. With expertise across 50+ languages and dialects, we specialize in tailored data collection and synthetic data generation to power high-performing, multilingual AI systems.

Types of Data We Generate and Collect:

We collect and generate a wide range of training data – including speech, text, images, video, sensor inputs, and code – all fully customizable to fit your AI use case, industry, and performance goals.

Speech + Audio Data

We collect and generate high-quality speech and audio data to support voice recognition, transcription, speaker identification, and emotion analysis. From scripted prompts to spontaneous conversations, our datasets are tailored by language, accent, and use case – ensuring your AI learns from diverse, real-world audio.

Text, Document + Code Data

We gather and generate structured and unstructured text, documents, and code to train AI models in natural language understanding, document processing, and code generation. Whether it’s annotated contracts, knowledge base articles, or clean, well-labeled code snippets, our data is customized to your domain and performance goals.

Image, Video + Sensor Data

We collect and generate high-quality image, video, and sensor data to power computer vision, object detection, activity recognition, and multimodal AI systems. From labeled street scenes and medical scans to drone footage and IoT sensor streams, our datasets are tailored to real-world conditions and specific industry needs.

Upon a Request

We provide fully customized data collection and generation based on your unique project requirements. Whether you need rare language samples, industry-specific documents, or task-specific visual data, we source, structure, and deliver exactly what your AI model needs – from scratch.

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Domain-Specific Data Services for Enterprise AI

We provide domain-specific data collection and generation across a wide range of industries – from healthcare to gaming, manufacturing to retail. Don’t see your industry listed? No problem – we’re flexible and ready to tailor data solutions to your unique needs.

LLM for High - Tech

We generate high-quality, multilingual data – including code, technical docs, and user interactions – to train LLMs for high-tech use cases. From developer tools to AI assistants, our datasets help models grasp complex logic and industry-specific language.

Medical & Veterinary Data

We generate high-quality medical and veterinary data – from clinical notes to diagnostic images – to train AI models in healthcare and animal care. Our multilingual datasets support precision, compliance, and real-world performance across both domains.

Agritech + Agriculture

We collect and generate high-quality data for both agriculture and agritech – including crop images, sensor data, and animal health records. Our datasets support AI models for precision farming, yield prediction, and livestock monitoring, with multilingual and regional customization.

Media, Entertainment + Gaming

We collect and generate high-quality data for media, entertainment, and gaming – from speech and subtitles to gameplay and metadata. Our datasets power AI for content recommendations, voice synthesis, localization, and real-time moderation.

Consumer Products + Retail

We collect and generate retail data – including product images, reviews, receipts, and shopper behavior – to power AI in consumer goods. Our datasets support recommendations, visual search, inventory tracking, and more, with full regional and language customization.

Manufacturing, Transportation + Logistics

We collect and generate data for manufacturing, transportation, and logistics – including sensor logs, route data, and inspection videos. Our datasets support AI for predictive maintenance, quality control, and supply chain optimization, all tailored to real-world operations.

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Multilingual Data Creation + Collection

Language-Specific Data Creation for AI

We provide multilingual data collection and generation for LLM training in over 50 languages – including English, Mandarin, and Arabic – with additional languages available upon request. Our team captures regional nuances like slang, idioms, and cultural context to ensure authentic, high-quality datasets. With native and fluent contributors worldwide, we tailor language data to your model’s specific needs.

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Ready to power your project with domain-specific data collection ?

Partner with Mindy Support today and take your AI to the next level.

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Our Global Presence

Successful Cases

Achieving Global Diversity: How We Collected Over 1 Million Images for Facial Recognition

Project Overview

Mindy Support helped the client actualize a large-scale data collection project aimed at enhancing their facial recognition technology. The client required a diverse dataset of over 1 million images to improve the accuracy and performance of their AI model. To meet this challenge, we set an ambitious goal of recruiting 100,000 participants, each contributing multiple images to generate a dataset of 1 million unique images. Through targeted recruitment strategies, streamlined data collection processes, and effective participant engagement, we successfully achieved our goal, providing the client with a robust and diverse image dataset for their project.

Solutions Provided

We successfully completed a large-scale image data collection project, surpassing the client’s goal by gathering over 1 million images from 100,000+ participants across diverse countries and demographics. The primary challenge was ensuring age, gender, and skin color diversity – especially recruiting participants aged 45+ and accurately representing complex skin tone variations in regions like Asia. Leveraging our network across 25+ countries and implementing smart technical solutions for participant clustering and criteria validation, we delivered a high-quality, demographically rich dataset on time. Our proven expertise in global recruitment and diversity-driven data collection reinforced our role as a trusted partner, positioning us for future collaboration on AI training initiatives.

Results Delivered to the Client

  • 100,000 participants recruited
  • 1 million images submitted to the client
  • Activated all of our recruiting resources in 25+ countries

More Success Cases

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      We have a minimum threshold for starting any new project, which is 735 productive man-hours a month (equivalent to 5 graphic annotators working on the task monthly).