Domain Experts for AI

Hire Applied AI Engineers
Smarter Models Start Here

Accelerate your model's learning with expert-generated data. We provide subject matter experts for Supervised Fine-Tuning (SFT) and RLHF.

Domain-Specific AI Engineering

Generalist data isn't enough. We supply subject matter experts (SMEs) to train your AI in specialized fields.

Coding Logic & Syntax

Python, Java, C++ experts to write, debug, and explain code examples for LLM training.

Healthcare & Legal SMEs

Certified professionals to verify high-stakes domain accuracy and compliance.

Multilingual & Cultural

Native speakers for translation, localization, and cultural nuance training across 30+ languages.

Expert Knowledge

Injecting true understanding into AI

Validated Expertise

Our trainers are verified PhDs, certified professionals, and ranked coding experts.

Scalable Workforce

Deploy 10 or 1000 trainers instantly. We manage teams across time zones for 24/7 delivery.

Secure Environment

Zero-trust environments and strict NDAs ensure your model architecture remains confidential.

Global Impact

Trusted by Innovators & Giants

Empowering the world's most advanced AI models with high-quality human data.

Microsoft MSRC
Security Partner

Collaborating to identify vulnerabilities, ensuring safer AI deployments across enterprise ecosystems.

IBM Security
Strategic Alliance

Improving ASRS security and accuracy through rigorous, expert-led adversarial testing and feedback.

Mindrift
Verified Partner

Providing high-volume, high-quality human feedback for refining advanced language models.

Magic.dev
AI Code Generation

Training advanced code-generation models with our expert developer network.

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Krutsha.app
Staff Augmentation

Executed comprehensive AI testing protocols, validating model outputs against ground-truth data to ensure 99% accuracy in real-world scenarios.

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Shaip
Verified Partner

Delivering diverse, high-quality datasets for AI training through our global crowd workforce.

We Support Open Source

We actively contribute formatted datasets and benchmarks to the open-source community to advance democratic AI development.

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Frequently Asked Questions

Common questions about our AI trainers and data annotation services.

We use a multi-stage vetting process. This includes credential verification (PhDs, certifications), coding tests for developers, and domain-specific assessments created by our senior experts. Only the top 5% of applicants join our network.

We support over 30 major languages including English, Spanish, French, German, Mandarin, Hindi, and Arabic. We hire native speakers to ensure cultural nuance and idiomatic accuracy in training data.

Yes. We have a scalable infrastructure that allows us to ramp up from a small pilot team to hundreds of annotators and trainers within weeks, ensuring you meet your model training deadlines.

Yes, we offer fully managed services where we provide Project Managers and QA leads to oversee the training workflow, ensuring quality delivery without burdening your internal team.
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Flexible Hiring Models

From hourly tasks to dedicated full-time teams. Scale your AI training workforce effortlessly.