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🛡️ Cata Risk Lab
Sovereign AI Assurance & Technical Gatekeeping
Miami | Serving Swiss, UK & Australian Markets
The Mission: Zero-Trust AI
Cata Risk Lab is a specialized technical auditing firm focused on Algorithmic Accountability for high-stakes industries. We do not build "creative" AI; we build Sovereign Gatekeepers that prevent liability.
In an era of generative hallucination, our mandate is simple: If the AI cannot cite the source, the AI must fail.
Core Methodology
We operate on a "Compliance-in-the-Loop" architecture designed for:
- Swiss Banking Standards (nFADP)
- EU AI Act (High-Risk Classification)
- UK & Australian Privacy Principles
Deployed Architectures
🛡️ Veritas: The Hallucination Auditor
Status: Live (v1.0.0)
Veritas is our flagship RAG (Retrieval Augmented Generation) Auditor. It ingests financial and regulatory documentation (PDFs) and answers queries with strict adherence to the source text.
- Zero-Trust Retrieval: Returns explicit "FAIL" verdicts for missing data.
- Audit Trail: Generates citation-backed logs.
- Tech Stack:
LangChain|Azure OpenAI|ChromaDB|Python
"A guess in a regulatory audit is not a glitch. It is a lawsuit."
Technology Stack
We build using "Industrial-Grade" open source and enterprise foundations:
| Layer | Technology |
|---|---|
| Orchestration | LangChain, LlamaIndex |
| Inference | Azure OpenAI (GPT-4o), Google Gemini 1.5 Pro |
| Vector Search | ChromaDB, Azure AI Search |
| Deployment | Microsoft Foundry, Hugging Face Spaces |
Contact & Governance
Cata Risk Lab operates as a technical due diligence partner for Enterprise Clients.
- GitHub: github.com/dcata004
- Verification: DOI Minted via Zenodo for all Audit Artifacts.