We provide domain-steered, refusal-free open weight models as a service. Customized for your business logic. Deployed on your infrastructure.
Get a ConsultationEnterprise AI faces two critical barriers that prevent expert workflows from reaching their full potential.
Commodity models are aligned for the general public, not experts. They refuse legitimate tasks in Cyber, Legal, and Creative fields, halting your workflows with unnecessary safety gates.
Public APIs are a "Black Box." They lack granular sampler control and expose sensitive PII/PHI to third-parties.
Our three-step methodology surgically removes refusal pathways while preserving general capabilities.
We map the model's activation space to identify exact refusal clusters with mathematical precision.
Using SOM-guided vectors, we surgically steer the model's weights without time or cost requirement of a full finetune.
Bayesian optimization ensures 95% reduction in refusals while maintaining knowledge and general capabilities.
Our custom models empower your expert teams to execute tasks that general-purpose models may refuse.
Generate authorized phishing simulations and Red Team payloads for comprehensive security testing.
Write complex narratives involving conflict and antagonists without moralizing refusals. Perfect for screenwriters, novelists, and game developers.
Analyze sensitive discovery documents and medical records without triggering safety flags. Maintain confidentiality while processing complex data.
We deliver optimized weight files compatible with your existing technology stack. No lock-in, no dependencies.
We deliver models in industry-standard formats including .safetensors, GGUF, and EXL3 for maximum compatibility with all major inference backends.
Our optimized quants allow intelligent models to run locally on standard workstations (RTX 3090/4090) or local servers without requiring H100 clusters.
Once delivered, your model runs 100% offline. No API keys, no internet connection required, and zero external data leakage.
Let's discuss how precision-aligned AI can transform your enterprise workflows.
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