Every cloud AI provider stores your queries. Every stored query is discoverable in litigation, subject to government compulsion, and vulnerable to breach. These are not hypothetical risks — they are documented incidents.
The Italian Data Protection Authority imposed a €15 million fine on OpenAI for systematic GDPR violations including unlawful processing of personal data for AI training, failure to provide adequate transparency, and absence of age verification mechanisms.
RAM-only processing. Cryptographic wipe. No training on user data. No data retention. No data to fine over.
Anthropic paid $1.5 billion to settle a copyright class action alleging that Claude was trained on copyrighted material without authorization, demonstrating the liability risks of centralized AI training on user data.
Zero data leaves the server. No training on user data. No centralized data collection. No copyright exposure from user content.
A vulnerability in Microsoft's Copilot AI allowed the tool to bypass Data Loss Prevention controls, exposing confidential corporate emails. Policy-based security controls are fundamentally insufficient for AI systems with broad data access.
Architectural controls, not policy controls. Kernel-level egress block. Localhost binding. Network isolation. DLP bypass is architecturally impossible.
Samsung engineers uploaded proprietary semiconductor source code to ChatGPT on three separate occasions within a single month, resulting in trade secret exposure through a third-party AI provider. Samsung subsequently banned all employee use of generative AI.
Zero network egress. All processing on dedicated hardware. No data leaves the server. Trade secrets physically cannot reach a third party.
OpenAI was ordered by a data protection supervisory authority to produce 20 million chat logs as part of a regulatory investigation, demonstrating that cloud AI providers are subject to compelled data disclosure that directly conflicts with user confidentiality expectations.
Metadata-only audit logs. Conversation content never written to disk. Nothing to compel. Nothing to produce.
Attorney Steven Schwartz used ChatGPT to draft court filings containing fabricated case law citations. The cited cases did not exist. Schwartz and his colleague were sanctioned $5,000 each and referred for disciplinary proceedings.
Domain LoRA adapters trained on verified legal corpora. RAG pipeline grounds responses in real documents. Case materials stay on your hardware, never on OpenAI's servers.
A defense contractor employee uploaded documents containing Controlled Unclassified Information to ChatGPT, violating NIST 800-171 requirements and DFARS clause 252.204-7012. The incident triggered a security investigation and contract review.
Air-gap capability. No telemetry. No vendor access. Intrusion watchdog detects unauthorized connections. CUI never leaves the controlled environment.
Every incident above shares the same root cause: user data was transmitted to a third-party server. Once data leaves the user's control, every protection — encryption, access controls, DLP policies — depends on the provider's infrastructure, employees, and legal obligations. The CLOUD Act compels US companies to disclose data regardless of where the server physically sits.
Kwyre's patented architecture makes data exposure architecturally impossible, not just policy-prohibited.