Insights
Secure AI engineering, in writing.
Articles by Shantanuu Roy on the work NextZen Security delivers: forward deployed AI engineering, AI threat modelling, AI governance and compliance readiness.
AI security
Forward deployed AI engineering: what it is and what it delivers
An engineer embedded with your team who builds the AI feature and its security controls together, in your environment, against your constraints.
Read the article →Five questions your board should ask before deploying an LLM feature
The governance questions that separate a controlled AI launch from an incident review: data, accountability, failure modes, customer exposure and evidence.
Read the article →AI threat modelling: what it covers that a standard penetration test does not
A penetration test attacks what you deployed. AI threat modelling questions what you designed. AI systems need both, in that order.
Read the article →ISO/IEC 42001 versus ISO 27001: what AI companies actually need
ISO 27001 certifies how you manage information security. ISO/IEC 42001 certifies how you manage AI. Buyers of AI products are starting to ask for both.
Read the article →Tell us what changed.
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