Procurement-ready Model Origin Assurance that flags PRC-derived LLMs (Qwen family) and delivers a one-page Attribution Report your lawyers can staple to the deal.
Clear, procurement-ready documentation that your legal team can review in under 5 minutes. Includes confidence scoring, detection methods, and supporting exhibits.
Our multi-layered detection system uses 4 independent verification methods
Scans configuration files, metadata, and model signatures for telltale patterns from Qwen family models.
Analyzes model structure, layer configurations, and tokenizer vocabularies for architectural fingerprints.
Compares weight distributions and parameters against known PRC model baselines using advanced statistical methods.
Tests model responses to diagnostic prompts that reveal training data patterns and behavioral signatures.
No hidden fees. Pay per report or choose a package that fits your needs.
Perfect for one-time verification
€1,900 per report - Save 24%
300 reports/year - €200 each
Enterprise & OEM: Starting at €150,000/year for high-volume processing and custom deployment. Contact us for tailored solutions.
Your models never leave your infrastructure. Run our analysis tools locally with full control over your IP.
Any temporary analysis files are automatically deleted after 7 days. No long-term data retention.
All analysis bundles use end-to-end encryption. Your data is protected throughout the verification process.
Reports designed for SOC2, GDPR, and enterprise compliance requirements. DPA available on request.
Our multi-method approach achieves high accuracy by combining artifact matching, architecture analysis, tokenizer fingerprinting, weight similarity, and behavioral probing. We continuously update our signatures as new models are released.
No, we never upload your model weights by default. Our on-premises solution keeps your IP secure while performing comprehensive analysis. Only metadata and configuration files are analyzed remotely if needed.
Models derived from Chinese AI models, particularly the Qwen family (Qwen, Qwen2, Qwen2.5) and their fine-tuned variants or architectural derivatives. This includes models that use Qwen as a base for further training.
Yes! Our API and CLI tools integrate into your procurement pipeline. Set up automatic scans for new model acquisitions or periodic audits of your model inventory.
We can analyze HuggingFace model repositories, local model files (.safetensors, .bin), configuration files, or just model metadata depending on your security requirements.
Standard turnaround is 72 hours. Urgent requests can be processed in 24 hours for an additional fee. API-based quick scans provide preliminary results in minutes.
Start with a complimentary analysis to see how our verification works. No commitment required.