
Mindrift envisions a future where human expertise seamlessly integrates with artificial intelligence to create more accurate, ethical, and reliable AI systems. By connecting a global community of freelance professionals with advanced AI training projects, Mindrift is building an ecosystem that elevates generative AI through specialized knowledge and collaborative innovation.
Our platform empowers experts from diverse domains to actively shape the AI tools of tomorrow, creating high-quality datasets and refining AI models with precision and care. Through flexible, remote collaboration, Mindrift harnesses human intelligence to advance safe and responsible AI, ensuring technology works better for everyone across fields and industries.
Driven by a commitment to transform AI development, Mindrift leverages cutting-edge methodologies integrated with Toloka’s pioneering data platform, creating a scalable, transparent, and inclusive model for AI training. We are dedicated to building an AI-powered future where expertise and technology converge to unlock transformative possibilities worldwide.
Our Review
We've been watching the AI training space evolve rapidly, and Mindrift caught our attention for doing something genuinely different. Instead of just another AI tool, they're building the human infrastructure behind better AI—and that's pretty clever timing.
Launched in 2024 and backed by Toloka (a solid player in AI data since 2014), Mindrift connects over 10,000 freelance experts across 50+ fields with companies that need human wisdom to train their AI models. Think of it as the gig economy meets AI development.
What Makes This Interesting
Here's what grabbed us: while everyone's rushing to automate everything, Mindrift recognized that the best AI still needs human expertise. They're not trying to replace humans—they're paying them to make AI smarter.
The platform focuses on the nitty-gritty work that actually matters: creating training data, fine-tuning models, and doing "red-teaming" (basically stress-testing AI for safety issues). It's the unglamorous but essential work that happens before AI gets released into the wild.
The Freelancer Angle
We're impressed by how they've structured the freelance side. Instead of requiring coding skills, they're tapping into domain experts—lawyers, writers, educators, finance folks—who can contribute their specialized knowledge. With 380 open remote positions currently listed, they're clearly scaling fast.
The salary transparency and remote-first approach feels refreshingly modern. In a market where AI expertise commands premium rates, giving freelancers a direct path to contribute (and get paid well) seems like smart positioning.
Who This Works For
On the client side, we see this appealing to AI companies that are serious about quality and safety. If you're building models that need to understand legal documents, medical texts, or financial regulations, synthetic data won't cut it—you need real experts.
For freelancers, it's an interesting new income stream that doesn't require learning to code. If you're already an expert in your field, why not get paid to teach AI what you know?
Connects freelance experts globally with AI training projects
Enables contributions in creating, refining, and evaluating AI training data
Supports supervised fine-tuning, reinforcement learning with human feedback, model evaluation, and red-teaming
Seamless integration with Toloka for expert-curated custom datasets
Flexible remote work environment for AI Tutors






