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Practical guidance on LLM security, compliance mapping, and the regulatory landscape for regulated industries.

Architecture
Why SaaS-Based LLM Safety Tools Don't Work for Regulated Industries
Every SaaS LLM safety tool requires you to send model outputs to their servers. For regulated fintechs, this is a fundamental architectural incompatibility — not a policy problem, an architectural one.
February 20, 202610 min readRead
Security
Mapping LLM Vulnerabilities to OWASP LLM Top 10
The OWASP LLM Top 10 is the most widely used taxonomy for LLM security vulnerabilities. Here's what each category means in practice, how to test for it, and what remediation looks like.
February 3, 202615 min readRead
Compliance
What FINRA's 2026 Oversight Report Means for Your LLM Deployments
FINRA's 2026 Oversight Report explicitly flagged LLM governance as an examination priority. Here's what examiners are looking for, which controls apply, and how to prepare.
January 15, 202612 min readRead
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