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The Human Intelligence Behind the World’s Smartest AI

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The Premium Standard for AI Training

ManagedData provides the elite human intelligence required to power the world’s most advanced models. We are not a data factory; we are a boutique firm providing a level of quality and accuracy that generalist providers cannot match.

About Us
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The AI Market is Expanding: Quality is the New Frontier

As frontier models evolve, the market demand for low-quality generalist data has collapsed. In complex legal, financial, and regulated domains, generalist providers lack the nuanced judgment and precision required for high-fidelity model alignment . ManagedData provides the premium solution: expert-led reasoning and legal-grade intelligence delivered at scale to power the human intelligence behind the world’s smartest AI .

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Areas of Practice


Specialized Data Generation

Creating high-quality, instruction-following datasets for fine-tuning specialized models. We generate data that is not only high-quality but also legally accurate and defensible.

Expert-Led Data Annotation

High-quality labeling for complex datasets in legal, financial, and regulated domains. Our attorneys understand nuances and technicalities that generalists overlook.


RLHF

Reinforcement Learning from Human Feedback to align models with human values and safety protocols. Legal training provides the core skills needed for RLHF: judgment, ethics, and precision.


Model Evaluation & Red Teaming

Rigorous testing to identify vulnerabilities, biases, and logical fallacies in AI responses. Our experts are trained to probe for weaknesses in reasoning and adherence to complex guidelines.


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Our Standards

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    The Attorney Advantage

    We leverage a network of over 10,000 law-trained professionals who possess the precision, evaluation skills, and judgment necessary for complex data training.

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    Technology-Powered Scale

    Driven by our proprietary Staftr platform, we deploy expert teams in minutes, not days, with an average acceptance time of just 2.5 minutes.

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    Unmatched Trust

    With decades of experience in high-stakes legal data categorization, we offer a 100% onshore, USA-based workforce ensuring maximum security and compliance.

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Secure the elite legal intelligence your most advanced AI systems require by connecting with our expert team today.

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