High-quality, AI training data custom-tailored to your machine learning (ML) needs
The AI data challenge
Training AI requires data. LOTS of data. But not just any data will do – you need responsible AI data that’s targeted, accurate, and reliable to ensure ML model success.
Preparing AI training data is a monumental task that can take up the vast majority of your AI project time, leaving your team with precious little time to focus on developing, deploying, and evaluating your ML models and AI applications. RWS can help.
With a seamless blend of technological understanding and human intelligence, TrainAI by RWS provides complete, end-to-end data collection and content generation, data annotation or labelling, human-in-the-loop data validation, and generative AI data services for all types of AI data, in any language, at any scale, based on the principles of responsible AI.
TrainAI provides reliable, targeted data for generative AI like large language models (LLMs), augmented intelligence, deep learning models, and more.
![Train AI Data Services - RWS](/media/images/train-ai-what-we-do_tcm228-203588_tcm228-203588.png?v=20240827100820)
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Generative AI training and fine-tuning
Train and fine-tune your generative AI model with our comprehensive data or content creation, prompt engineering, reinforcement learning from human feedback (RLFH), and red teaming services, along with our proven domain expertise and locale-specific support.
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Other types of AI we support
In addition to generative AI, TrainAI provides high-quality AI data to support the training and fine-tuning of a broad range of AI applications including:
- Descriptive AI models which describe and report data and information
- Diagnostic AI applications which analyse data to identify the root causes of issues
- Predictive AI systems which use historical data and statistical algorithms to predict future outcomes
- Prescriptive AI engines which provide recommendations on actions to optimize results
- And many more
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AI data consulting
Whether you need to evaluate your current AI data strategy, detect and remove bias, address ML model exploitability, or test your AI, our team of experts will work with you to resolve even your most complex AI training data challenges.
![Data Services for AI - Consulting - RWS](/media/images/data-services-for-ai-web-imagery-consulting-640x320-1_tcm228-204710.jpg?v=20240827100820)
Why choose TrainAI?
TrainAI delivers:
AI data prepared by our TrainAI community
Instead of crowdsourcing your data needs to anyone and hoping for the best, we deliver AI training data collected, annotated, and validated by our TrainAI community of 100,000+ active, vetted, skilled, and qualified AI data specialists based on your specific ML project requirements.
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That’s accurate and reliable
TrainAI data meets or exceeds first pass standards and quality targets, or we’ll fix it. Your AI data is done right the first time, eliminating the need for it to be redone at additional time and cost.
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In any language
With TrainAI, you get locale-specific AI training data in 400+ language variants, covering 175+ countries, prepared by our AI community to drive rapid global market expansion for your ML model.
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At any scale
With our global footprint and our TrainAI community of experienced AI data specialists, we can help you scale up quickly, increasing access to new markets and revenue opportunities for your global AI initiatives.
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Using a technology agnostic approach
We are highly flexible in our use of technology – we will use whichever platform best suits your data collection, data annotation, data validation, or generative AI training data needs, whether it be your platform, the TrainAI platform, or third-party solutions.
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Based on responsible AI principles
To ensure ML model success, you need responsible AI training data. TrainAI delivers AI data you can depend on that’s:
- Ethically sourced
- Accurate, fair, and inclusive
- Built on human-in-the-loop methodologies
- Based on a privacy- and security-first approach
in accordance with the principles of responsible AI.
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For improved ML pipeline performance
Outsourcing your AI training data needs to TrainAI by RWS means you’ll spend less time wrangling data, and more time focused on model development, deployment, and evaluation, improving the overall efficiency of your ML pipeline.
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AI applications powered by TrainAI data
Types of AI data delivered by TrainAI
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Text data
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Audio / speech data
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Image data
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Video data
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Locale-specific data
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Synthetic data
Our TrainAI community
Instead of crowdsourcing your data needs to anyone and hoping for the best, we deliver AI training data collected, annotated, and validated by our TrainAI community of active, vetted, skilled, and qualified AI data specialists based on your specific ML project requirements.
![100k](/media/images/100kplus_tcm228-236087.jpg?v=20240827100820)
community members
![400k](/media/images/400plus_tcm228-236089.jpg?v=20240827100820)
language variants
![175k](/media/images/175plus_tcm228-236088.jpg?v=20240827100820)
countries
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Industries we serve
RWS has dedicated teams with deep expertise in almost every industry sector, so you can rest assured that your global AI training data will be accurate, effective, and compliant.
![Technology-agnostic approach](/media/images/data-services-for-ai-web-imagery_technology-agnostic-approach-640x320_tcm228-204707.jpg?v=20240827100820)
Train AI Resources
![](/media/images/data-services-for-ai-web-imagery_lets-talk-about-you-640x320_tcm228-204807.jpg?v=20240827100820)
Let's connect
Connect with our TrainAI team to discuss your AI training data needs or subscribe to receive TrainAI news and updates from RWS.
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