Transform proprietary documents into a custom AI model that never leaves your infrastructure. No data leakage. No hallucinations. No liability.
Sensitive documents cannot be uploaded to external APIs. Period.
Every document uploaded to cloud AI becomes training data for someone else. Your competitive advantage, shared with competitors.
AI hallucinations create legal exposure. When your AI gives wrong answers, who's liable? Our deterministic validation eliminates this risk.
HIPAA, ITAR, GDPR, SOX — regulations prohibit data egress. Cloud AI is not an option for regulated industries.
From documents to deployed AI — entirely on your infrastructure.
Your PDFs, contracts, research papers — loaded locally. Nothing leaves your network.
Extract 4,309+ cause-and-effect triplets. Every claim validated through 14-step Hallucination Gate.
50 documents become 50,000 training samples. Foss Generator multiplies 100× without APIs.
LoRA training on Apple Silicon. Your knowledge fused into Qwen 7B. Zero cloud compute.
Model encrypted into proprietary .sovereign format. Only your keys unlock it.
Pre-configured Mac Mini shipped to you. Or we visit on-site. Runs 100% offline, forever.
14 deterministic predicates that reject LLM confabulation. A triplet must pass ALL checks — or it's rejected.
We processed 525 Bitcoin security documents — Optech newsletters, CVE reports, BIPs, academic papers — and extracted 4,309 validated causal triplets with 82.6% quantification coverage.
The result: A complete causal knowledge graph covering consensus vulnerabilities, P2P attack vectors, script validation edge cases, and Lightning Network risks.
We do NOT ask you to upload sensitive documents. Zero egress means zero egress.
If your data can't touch the cloud, we're your solution.
Patient records, clinical trials, PHI data
Classified intel, weapons systems, operations
Trading algorithms, risk models, client data
Client privilege, case files, contracts
Interactive causal knowledge graph from 4,309 Bitcoin security triplets.
One-time fee. Your AI forever. No subscriptions.
Transform proprietary documents into sovereign intelligence. Zero egress. Zero liability.