We prepare datasets for AI teams — format cleaning, PII removal, quality annotation, and agentic trace validation. You send us messy data. We send back production-ready files.
We normalise your raw files into JSONL, Parquet, or CSV — structured, consistent, and ready for training pipelines.
We strip personally identifiable information and rate each record for quality, flagging anything that would degrade model performance.
We review tool-call sequences, reasoning chains, and multi-step agent logs — validating coherence and flagging errors before training.
Tell us what you need. We'll review your dataset and get back to you within 24 hours with a quote.
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