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Who’s Watching the Guardrails? Building AI Defense in Depth with Virtana AI Factory Observability

calendar_today April 28, 2026 person Sankar Nagarajan domain zenoss

Imagine this: a VP of Engineering at a healthcare company arrives on a Tuesday morning to discover two uncomfortable truths about their organization’s AI deployment. The first – their patient-facing AI assistant had processed personally identifiable health information without proper masking for three days. The second – and arguably more unsettling – an adversarial probing […] The post Who’s Watching the Guardrails? Building AI Defense in Depth with Virtana AI Factory Observability appeared first on Virtana .

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