Engineering & Privacy Blog

Insights on AI Security, Compliance & FinOps

In-depth guides on zero-leak in-flight DLP, sovereign European model routing, and virtual keys governance.

Security
5 min read

How to Anonymize PII in Real-Time for OpenAI and Mistral Without Breaking Prompts

Learn how in-flight RAM tokenization strips sensitive personal data (emails, IBANs, names) before prompt dispatch and restores them seamlessly upon response.

2026-10-28Read article
Compliance
6 min read

EU AI Act & GDPR: How to Deploy Autonomous LLM Agents in Europe Without Regulatory Risk

A pragmatic technical guide for CTOs and DPOs to ensure AI agent architectures meet GDPR Article 28 and European AI Act governance standards.

2026-10-25Read article
FinOps
4 min read

Why Raw API Keys are a Hazard for AI Agents (And How Virtual Keys Fix It)

Discover why distributing master API keys to autonomous agents leads to financial leaks and how virtual keys with dollar-denominated circuit breakers prevent runaway bills.

2026-10-20Read article
Compliance
6 min read

Sensitive Data & Generative AI: How to Analyze Contracts and Financial Audits in Total Confidentiality

Learn how companies safely process confidential data (NDA contracts, financial audits, payroll) with GPT-4o and Mistral without data leak risks.

2026-11-04Read article
Compliance
5 min read

Confidential AI for Finance: Securing Accounting Audits, Bank Reconciliations, and IBANs

How CFOs, financial controllers, and accounting teams use LLMs for automated invoice matching, cashflow audits, and bank reconciliations without exposing IBANs or trade secrets.

2026-11-04Read article
Compliance
5 min read

AI for Human Resources: Processing Payroll, Compensation, and SSNs in Total Confidentiality

Learn how HR managers and payroll teams safely leverage LLMs to audit pay stubs, draft employment agreements, and analyze benefits without leaking employee personal data or salaries.

2026-11-04Read article
Security
5 min read

Secure AI Customer Support: Automating CRM Tickets Without Leaking Personal Identifiers

How enterprise customer care teams integrate GPT-4o and Mistral into Zendesk, HubSpot, and CRM workflows while neutralizing customer emails, addresses, and account numbers in real-time.

2026-11-04Read article
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