Stop Jailbreaking Your LLMs.
Start Testing.
B2B Refusal-Free Inference Infrastructure for Verified Offensive Security Consultants, Bug Bounty Hunters, and Enterprise Red Teams. Full drop-in OpenAI wire compatibility.
The High Cost of the "Refusal Tax"
Standard frontier LLMs aggressively reject legitimate cybersecurity syntax, crippling professional engagements.
30%–60% False Positive Refusals
Mainstream frontier models proactively refuse legitimate pentest queries—such as vulnerability verification, exploit payload construction, AMSI/EDR evasion, and C2 syntax.
Lost Billable Hours
Professional consultants waste 15%–20% of billable engagements engineering transient jailbreak personas that break on subsequent conversation turns.
The Self-Hosting Barrier
Hosting unaligned 320B–753B open weights requires $300k+ multi-GPU nodes and complex inference orchestration beyond the budget of solo operators and boutique firms.
Intelligent Prompt Router & Fallback Loop
Sub-15ms multi-stage semantic inspection pipeline. Benign traffic is routed efficiently; offensive payloads activate dedicated high-performance pods.
Simply configure https://api.norefusal.ai/v1 as the base URL in Burp Suite (OpenAI BApp), Caido extensions, Python openai library, or Cobalt Strike automation scripts.
Neutralizes cloud GPU cold-boot overhead. When a pod is cold, a $1.00 fee covers the boot phase and grants a 10-minute rolling warm window with SSE keep-alive heartbeats. Subsequent queries during the session run at pure token margins.
Prompts and completions stream in RAM directly through vLLM. No user prompts or model responses are ever written to NVMe or database storage.
The Institutional Regulatory Moat
Uncensored hosts fail due to payment processor bans and cloud evictions. Strict B2B vetting is our primary defense moat, qualifying our service as an authorized dual-use security provider.
Freelance White Hats
- • Mandatory certs: OSCP, OSWE, CRTO, CEPT, GPEN.
- • Or HackerOne / Bugcrowd top-500 verified standing.
- • Or verifiable published CVE authorship on NVD.
Enterprise Red Teams
- • Verified corporate registration (DUNS, Secretary of State).
- • Corporate domain & LinkedIn-verified security staff.
- • Active signed SOW or penetration testing charter.
KYC-Lite & AUP
- • Identity verification via verified registry credentials.
- • Zero Disk Body Retention: Prompts never saved.
- • Zero-Tolerance AUP: Absolute zero CSAM, CBRN or extortion.
Pure Pay-As-You-Go Architecture
No subscription lock-in for Proof-of-Concept. Pure PAYG token rates protected by a Session Spin-Up Fee. Strictly NO Free Tier.
GLM-5.3-Flash
CYBERSECURITY-W4A16 (320B MoE)
GLM-5.3 Flagship
CYBERSECURITY-FP8 (753B Full MoE)