The deterministic data refinery.
Our vision
We make high-quality training data accessible to every AI team, not just those with massive engineering budgets. We believe the future of AI will be defined not by bigger models, but by cleaner, smarter, more intentional data.
What we do
Basic
For teams who already have labeled data but need it cleaned, deduped, normalized, and structured into usable formats.
Intermediate
Full data refinement workflow: cleaning, normalization, schema design, labeling, annotation, and task-formatting for fine-tuning, RAG, or agent workflows.
Advanced
End-to-end dataset creation including multi-turn conversation formatting, eval set generation, synthetic augmentation, PII redaction, retrieval prep, and delivery with documentation + API integration.
Contact Us
Interested in working together? Fill out some info and we will be in touch shortly. We can’t wait to hear from you!