AI Security
GenAI Application Security
Generative AI applications combine models, data pipelines, plugins, APIs and user interfaces. We secure the whole stack.
Overview
What is GenAI Application Security?
GenAI application security reviews architecture, retrieval pipelines, vector stores, orchestration frameworks, plugins and tools, authentication, session handling and logging. It applies secure SDLC practices to AI features and tests them against both classic web and AI-specific attacks.
Why it matters
When organizations need it
These are common signs that an organization would benefit from GenAI Application Security.
Signs you need it
- AI features being added to existing products
- Retrieval-augmented generation over sensitive data
- Third-party AI frameworks and plugins
- Release deadlines with limited security review
Capabilities
Key capabilities
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Architecture review
Security of the end-to-end GenAI design.
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Data pipeline security
Protection of retrieval sources and vector stores.
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Application testing
Web, API and AI-specific testing.
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Secure SDLC for AI
Security gates for AI feature development.
Scope
What you receive
- Architecture review report
- Test findings
- Secure design patterns
- SDLC checklist
Our approach
How CoreIAM helps
We work with product teams at design time, which is far cheaper than fixing AI security issues after launch.
Engagement
Engagement approach
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Inventory
Map AI use cases, data flows and owners.
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Assess
Evaluate risks and existing controls.
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Secure
Implement governance, technical and identity controls.
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Monitor
Track usage, access and emerging threats.
Related
Related services
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AI Security
Secure AI adoption — from AI governance and LLM application security to identity for AI agents.
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AI Security Governance
Clear ownership, decision rights and guardrails for secure AI adoption.
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AI Risk Assessment
Understand the security and data risks of each AI use case before it goes live.
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AI Security Policies & Controls
Practical AI policies and technical controls people can follow.
Discuss GenAI Application Security with our specialists
Tell us about your environment and objectives, and we will recommend the right scope and approach.

