AI models are only as good as the data they’re trained on. Beyond raw data, you need input from professionals with specialized knowledge. Post-training feedback and evaluation from qualified humans makes the difference between an unreliable model and one you’d trust in production.
Who you can target with User Interviews:
Tap into a diverse and fraud-protected panel to recruit domain experts – whether they’re surgeons, software engineers, or multilingual testers. Generate high-quality training data quickly and at scale.
Learn more about our AI training capabilities and expert network
How AI teams scale quickly with User Interviews
Human input in AI training is critical across industries where expertise and precision matter. User Interviews is trusted by organizations that need real humans to help AI systems learn, align, and improve. Agencies, tech companies, and specialized startups all use our panel to find niche participants and domain experts.
Examples include:
Whether the goal is model training, alignment, or evaluation, Recruit makes it simple to match the right experts to the right AI tasks.
AI training is the process of teaching artificial intelligence systems how to recognize patterns, make decisions, and generate outputs by providing them with large amounts of training data. During training, models learn from examples so they can perform useful tasks with increasing speed, accuracy, and reliability. This process often involves both raw data and human feedback, for example:
Humans play a critical role in every stage of AI training. Humans provide the judgment, expertise, and contextual understanding that AI systems can’t replicate on their own. For example, they generate data by completing tasks, label data to help model interpretation, provide domain expertise to surface edge cases, give feedback on outputs, catch errors, and ensure models reflect real-world standards. This human-in-the-loop approach makes AI training more accurate, ethical, and trustworthy.
Because we specialize in recruiting participants you can’t find anywhere else. With precise targeting, a vast and vetted panel, and fraud prevention baked in, we ensure you get qualified, reliable humans for every task from code validation to accessibility testing. Our diverse panel, self-serve targeting, and screening tools make sourcing these niche audiences fast and reliable.
The AI training market is growing considerably and access to qualified humans is critical. User Interviews can help you recruit niche participants in any field to get your AI product to market faster and help your organization win more market share.
We support a wide range of human-in-the-loop AI training needs. Our vast panel can fulfil any consumer, professional, technical, or niche recruiting need to improve model outcomes.
You can use User Interviews for:
Quickly connect with domain experts and specialized users to ensure your AI systems are reliable, inclusive, and ready for real-world use.
Learn how we can support any consumer, professional, or technical data collection need.
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