We design and deliver custom AI training datasets — from CTF security reasoning to text, audio, and image annotation — built from scratch to match your exact model specifications.
Every dataset is custom-designed from the ground up — no recycled OTS data, no shortcuts.
Capture The Flag datasets with problem, step-by-step solution, and high-quality reasoning chains — ideal for training AI security models.
Precision labeling for NLP — classification, named entity recognition, sentiment, intent detection, and more.
Multi-speaker transcription with noise tags, speech tags, and speaker identification for podcast and media audio.
Bounding boxes, segmentation, object tagging, and frame-level labeling for computer vision models.
Human review and quality assurance of AI-generated content for safety, accuracy, and RLHF alignment.
End-to-end dataset creation — we design, generate, annotate, and deliver to your exact technical specifications.
A clean, transparent workflow from your brief to final dataset delivery.
Share your brief & specs
We architect the schema
Expert team builds & labels
Multi-layer quality checks
Your format, on time
Every dataset is built from scratch to match your exact model requirements. No recycled or generic data ever.
We specialise in datasets that include step-by-step reasoning — critical for training chain-of-thought LLMs.
We deliver in JSON, JSONL, CSV, or XML — structured exactly to your training pipeline's needs.
Start with a pilot batch, then scale. We adapt to your volume, deadlines, and requirements.
Tell us what you need and we'll respond within 24 hours with a tailored proposal.