Capabilities
Text & LLM Data Operations
Rigorous human evaluation, reasoning trajectories, and preference data specifically formulated to align frontier foundation models.
Subject Matter Expert Profile
- Subject Matter Experts sourced through secure remote delivery networks.
- STEM specialists for advanced mathematical proofs and logical reasoning trajectories.
- Creative writing MFA professionals for nuanced persona roleplay and narrative generation.
- Native Bilingual linguists for cross-lingual tasks and cultural alignment.
Core Capabilities
Our specialized workforce handles complex taxonomy and edge cases with precision for text & llm data.
Complex Instruction Following
Evaluating model adherence to multi-constraint rules, structural formatting, and zero-shot prompts.
Reasoning & Math (CoT)
Step-by-step verification (Chain of Thought) for mathematical proofs, logic puzzles, and coding architectures.
Safety & Policy Alignment
Red-teaming and identifying subtle biases, hallucination rates, and safety violations using multi-layered rubrics.
98%+
QC Pass Rate
100%
On-Time Delivery
<5%
Rework Rate
Ready to scale your Text & LLM Data pipeline?
Get in touch to scope a pilot project and evaluate our strict quality standards firsthand.
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