AI Data Collection & Sourcing Services
Building intelligent systems starts with the right data. At Crystal Hues Limited, we combine decades of language and localization expertise with specialized AI data sourcing to deliver ethically gathered, domain-specific datasets in text, voice, and image formats. Whether you're training models on AWS, validating algorithms, or scaling your AI capabilities, we provide the data foundation you need—accurate, diverse, and ready to deploy.
Our AI Data Collection Expertise
We are experts in sourcing and collecting raw data for almost any type of AI/ML project, including:
Text Data for AI Training
Whether it’s articles, written and spoken conversations, product descriptions, user experiences, or domain-specific documents, we collect text datasets tailored for your NLP, large language models (LLMs) or other text-related AI applications. Our text data will always be carefully filtered, supporting diversity and context, to ensure robust models.
Image Data for Computer Vision
We gather real-world images, scanned documents, and highly classified images for the purpose of training models, recognizing objects, and simulating environments, among other things. Our goal is to gather as much imagery as possible that demonstrates a broad range of demographics, use cases, and environments.
Audio Data for Speech Technologies
Our capabilities include the collection of conversational audio, spontaneous speech, dialect-specific audio and various environmental sounds to build sophisticated ASR (Automatic Speech Recognition) systems, voice assistants and other audio-based AI models. Specific styles of speaking (e.g., accents, inflections) must be collected.
Video Data for AI Applications
We source and collect video datasets for AI applications from behavioral insight to object tracking and much more. When collecting video data, we explore various contexts and perspectives.
Despecialized Data Sourcing
We can source data formats that are not utilized in the standard process of gathering data according to your AI project needs. All data is collected with a focus on diversity, providing a real-world context, and per all relevant data protection legislation, including GDPR standards. We practice ethical data sourcing and are conscious of compliance issues to ensure trust in your AI implementations.
Multilingual and Global Data Sourcing for AI
From our long-established roots and vast network across the global language services sector, we are uniquely qualified to provide multilingual and culturally diverse data sourcing for your global AI solutions.
Expansive Multilingual Data Sets
We are adept at sourcing text, speech, and images in a wide variety of global languages for large and small datasets, which is critical to developing truly inclusive and globally robust AI models. We support 65+ languages for multilingual data annotation and collection purposes.
Deep Linguistic Knowledge of cultural context
We can ensure that the AI systems you create have a breadth of understanding for local context, local idioms, and local behaviours, which will lead to more contextually relevant AI.
Targeting Demographics
We can target and source data with precision based on specific demographics, such as sex, age, occupation, socio-economic status, and geographical location, in line with the specific requirements of your AI model.
Global Collection Network
Our extensive global contributor and partner network guarantees that you have authentic and representative datasets, which are essential for building unbiased and scalable AI systems.
Our Streamlined Data Collection & Sourcing Process
At Crystal Hues, we have a proven process for getting you the data you want for your AI projects, efficiently and effectively. Our process builds upon defined communication, precise execution, and follow-through to produce the results you have specified. Here is what it looks like:
Identifying Your Needs
We start with an in-depth consultation process where we learn your goals for your AI project and what we can do to help you accomplish that. During the consultation, we will inquire about what data you need and the types of data (text, image, audio, video, or specialized formats) and other relevant specifics like languages and locales, volumes of data, as well as demographic or contextual specifics
Establish Goals & Scope
Working together, we work to shape clear goals for your data collection project so that we can determine scope with specific timelines and deliverables.
Customized Sourcing Plan
We take your needs and compile a bespoke data sourcing plan. The plan may include data sourcing from our global network of native provided by speakers and subject matter experts, ethical web scraping, working with specialized data providers, or other appropriate methods.
Rigorous Evaluation of Data Sources: We evaluate potential sources of data to ensure they meet our strict requirements and quality standards for your project, including checks for diversity, authenticity, and relevance. Ethical Data Considerations: We ensure ethical data collection by working within regulatory data privacy and taking steps to reduce potential biases in the data.
Secure Data Collection
We collect the identified data securely, reliably, and per any related privacy and security processes.
Quality Checks and Assurance
Initial Quality Assessments: Once the data has been collected, we complete initial quality assessments to review and filter out as much irrelevant or low-quality data as possible, ultimately ensuring we have a clean dataset to begin processing.
Linguistic and Contextual Assessment: The data is then reviewed by one of our experienced linguists and/or subject matter experts for linguistic and contextual accuracy, which is vital for multilingual projects.
Delivery + Ongoing support: Data Transfer and Delivery
We transfer the finalized dataset using secure means, in the format you requested, while ensuring you are confident in the confidentiality of your data.
Follow-up Support
After our handover of data, we will continue to address any questions or concerns for as long as you may need, while working to ensure you are comfortable and satisfied with the services you received.
Iterative Improvement
We hear you and are always looking to optimize our processes to serve your ever-changing AI data needs. We promise to provide you with a streamlined and reliable data collection service to provide you with confidence in building leading-edge AI solutions.
Why Should You Choose Crystal Hues for AI Data Collection?
Unmatched Language and Culture Knowledge
Knowing languages and cultures enables a unique ability to source and collect quality, relevant, and accurate multilingual data.
Data Knowledge for AI
We know the data needs and data quality specific to your AI / ML model training and validation
Quality Raw Data
We have measures and checks to capture the authenticity, diversity, and relevance of the data for your model.
Global Multilingual and Multicultural Sources
Having access to diverse global sources helps you build truly inclusive and correct AI solutions for disparate markets.
Flexible and Scalable
Whether you need small, specific datasets for exploration or expansive volumes of data for enterprise-scale AI solutions, our service is designed to scale with your needs.
Rigorous data security and ethical collection
We follow the highest standards for data security and adhere to regulations like GDPR in the ethical collection, processing, and storing of data.
Agile processes and quick turnaround
We understand the fast-paced AI development process and utilize agile processes to provide the data you need as quickly as possible.
What Will You Get from Us?
When we’re through with your data, you will have the following:
High-quality, already unprocessed datasets that are all ready to be seamlessly processed downstream, annotated, and used for model development.
Customized sourcing strategies that are uniquely designed to meet the particular specifications for your AI project -- including data type, volume, language, domain, and target demographic.
Delivery of secure and compliant data in the format that works best for you.
Are you ready to power your AI journey from a strong and reliable data foundation?
Contact us today to find out how our customized AI Data Collection & Sourcing services can help strategically support your AI Data Collection and Sourcing initiatives and help you reach your desired goals.