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Threat research and AI governance insights

Detection engineering, threat investigation, AI security, and AI governance. Written for security and platform teams.

Shadow AI versus a governed AI control plane that classifies, routes, and audits enterprise AI use.
Shadow AI

The Shadow AI Playbook: Detect, Govern and Mature Enterprise AI Use

A practical playbook for security teams: why shadow AI spreads, the risks, how to detect it, and how to govern it with a maturity model and checklist.

TLThreatLensJul 5, 202626 min read
Governed AI control plane for universities routing prompts through classification, policy, and audit.
Universities

AI Security & Governance for Universities

A practical guide to AI security and governance for universities: FERPA, export-controlled research, student data risks, approved-model routing, and a governed rollout.

TLThreatLensJun 30, 202616 min read
Enterprise AI security control plane governing users, applications, and data through identity, DLP, classification, policy, routing, inspection, and audit to approved AI model destinations.
AI Security

Enterprise AI Security Best Practices

A practitioner's guide to enterprise AI security: govern prompts, files, and retrieval; classify sensitive data; route to approved models; and keep a tamper-evident audit.

TLThreatLensJun 28, 202620 min read
Every prompt is inspected at the control point, then
AI DLP

AI DLP Guide: Architecture, Best Practices and Buyer Checklist

How AI DLP works in practice: architecture, core components, compliance, implementation best practices and a buyer checklist for security teams.

TLThreatLensJun 28, 202621 min read
Enterprise AI Governance Explained: The Definitive Guide for Security and Risk Leaders
AI Governance

Enterprise AI Governance Explained: The Definitive Guide for Security and Risk Leaders

How security and risk leaders set the rules for enterprise AI use, enforce them consistently, and prove to auditors and regulators that they work.

TLThreatLensJun 27, 202624 min read
AI governance framework for business and tech leaders
AI Governance

What Is AI Governance? A Plain-Language Guide for Business and Tech Leaders

A plain-language guide to AI governance: the policies, controls and accountability that decide how your organization builds, deploys and monitors AI.

TLThreatLensJun 27, 20263 min read