Blog

Analysis on enterprise AI governance, inline policy enforcement, agentic AI security, and regulatory compliance.

September 1, 2026

Databricks Mosaic AI Audit Logs at the Request Boundary

Databricks Mosaic AI audit logs need to do more than retain prompts and responses. A reviewable record connects an HTTP model request to the originating identity, route, evaluated policy, response outcome, and timestamp. This article separates Databricks-native usage records from independent request-boundary evidence for mixed model deployments.

Platform & Architectureai-securityllm-securityauditforensic-auditinline-enforcementpolicy-enforcement

August 31, 2026

PIPL Compliance Checklist for AI Prompts and Cross-Border Transfers

Use these 10 PIPL evidence checks before AI prompts leave mainland China: caller identity, sensitive-data consent, model destination, transfer thresholds, decision records, retention, and breach reconstruction.

Compliance & Regulationcomplianceai-governanceregulationauditai-security

August 31, 2026

MCP Authorization: Where Tokens Belong and What They Permit

MCP servers validate a bearer token, but the token alone cannot decide which authenticated caller may invoke a sensitive tool. See where tokens belong, how audience binding works, and where per-request policy belongs.

Problem-Awareagentic-aiai-securityidentity-and-authorizationllm-securitypolicy-enforcementzero-trust

August 31, 2026

Cursor Security at the AI Request Boundary

Cursor security depends on knowing which authenticated actor sent each AI request, which policy applied, and which evidence survives a later review. This article maps provider records, request-layer controls, and the HTTP boundary that regulated enterprise teams can verify.

Platform & Architectureai-securityllm-securityauditinline-enforcementpolicy-enforcement

August 31, 2026

Cursor Audit Logs and AI Request Evidence

Cursor teams need evidence that connects each AI request to an authenticated actor, policy decision, and timestamp. This article separates provider administration records from independent request-layer evidence and maps the HTTP controls that regulated enterprises can verify during a security review.

Platform & Architectureai-securityllm-securityauditinline-enforcementpolicy-enforcement

August 31, 2026

CrewAI Audit Logs and Per-Request Evidence

CrewAI teams need evidence that connects each AI request to an authenticated actor, policy decision, and timestamp. This article separates provider administration records from independent request-layer evidence and maps the HTTP controls that regulated enterprises can verify during a security review.

Platform & Architectureai-securityllm-securityauditinline-enforcementpolicy-enforcement

August 31, 2026

Cohere Security for Enterprise AI Traffic

Cohere teams need evidence that connects each AI request to an authenticated actor, policy decision, and timestamp. This article separates provider administration records from independent request-layer evidence and maps the HTTP controls that regulated enterprises can verify during a security review.

Platform & Architectureai-securityllm-securityauditinline-enforcementpolicy-enforcement

August 31, 2026

Cohere Audit Logs for Enterprise AI Requests

Cohere teams need evidence that connects each AI request to an authenticated actor, policy decision, and timestamp. This article separates provider administration records from independent request-layer evidence and maps the HTTP controls that regulated enterprises can verify during a security review.

Platform & Architectureai-securityllm-securityauditinline-enforcementpolicy-enforcement

August 31, 2026

Canva AI Security and Prompt-Level Data Controls

Canva AI teams need evidence that connects each AI request to an authenticated actor, policy decision, and timestamp. This article separates provider administration records from independent request-layer evidence and maps the HTTP controls that regulated enterprises can verify during a security review.

Platform & Architectureai-securityllm-securityauditinline-enforcementpolicy-enforcement

August 31, 2026

Amazon Q Audit Logs at the AI Request Boundary

Amazon Q teams need evidence that connects each AI request to an authenticated actor, policy decision, and timestamp. This article separates provider administration records from independent request-layer evidence and maps the HTTP controls that regulated enterprises can verify during a security review.

Platform & Architectureai-securityllm-securityauditinline-enforcementpolicy-enforcement

August 31, 2026

Zscaler AI Guard Alternatives for AI Request Policy

Zscaler AI Guard teams need evidence that connects each AI request to an authenticated actor, policy decision, and timestamp. This article separates provider administration records from independent request-layer evidence and maps the HTTP controls that regulated enterprises can verify during a security review.

Comparisons & Alternativesai-securityllm-securityauditinline-enforcementpolicy-enforcement

August 31, 2026

Palo Alto AI Runtime Security Alternatives

Palo Alto AI Runtime Security teams need evidence that connects each AI request to an authenticated actor, policy decision, and timestamp. This article separates provider administration records from independent request-layer evidence and maps the HTTP controls that regulated enterprises can verify during a security review.

Comparisons & Alternativesai-securityllm-securityauditinline-enforcementpolicy-enforcement