AI Security Observability
Non-Human Identity Lifecycle Management for AI Agents
Organizations need identity controls designed for agents that appear instantly and act autonomously.
Priya Nandakumar
· 9 min read
AI Governance Quarterly — Page 2
Prompt Injection Detection in Production Agentic Pipelines
Agents need layered defenses because no single detection method stops prompt injection.
Priya Nandakumar
NIST AI RMF vs. ISO 42001 for Enterprise Governance Programs
ISO 42001 proves governance maturity to outsiders; NIST AI RMF builds it internally.
Marcus Osei-Bonsu
ISO 42001 Certification Readiness for Enterprise AI Programs
Enterprise buyers now require ISO 42001 certification or a credible roadmap from AI vendors.
DeShawn Calloway
Behavioral Anomaly Detection for AI Agent Traffic
Static rules can't catch AI agents behaving differently than before.
Marcus Osei-Bonsu
AI Governance Maturity Models for Large Organizations
Organizations claim AI governance they can't actually demonstrate or enforce.
Priya Nandakumar
Audit Log Requirements for Autonomous AI Agents in Production
Autonomous AI agents leave conventional logs useless for security investigations.
Lieselotte Baumann
Sector-Specific AI Guidance From Financial Regulators
Regulators are examining firms on AI rules that don't yet exist.
DeShawn Calloway