AI Security
AI Security Policies & Controls
Policies set expectations; controls make them real. We define both for how your organization builds and uses AI.
Overview
What is AI Security Policies & Controls?
AI security policies cover acceptable use of AI tools, data classification rules for prompts and training, secure development of AI applications, vendor requirements and incident handling. Matching controls include access restrictions, data-loss prevention, logging, guardrails, model and prompt management, and monitoring.
Why it matters
When organizations need it
These are common signs that an organization would benefit from AI Security Policies & Controls.
Signs you need it
- No written guidance on using generative AI tools
- Sensitive data pasted into public AI services
- Development teams building AI features without standards
- Audit requests for AI control evidence
Capabilities
Key capabilities
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Acceptable-use policy
Clear rules for employees using AI tools.
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Secure AI development standard
Requirements for teams building AI features.
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Technical guardrails
DLP, access control, logging and output filtering.
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Control mapping
Alignment with AI risk frameworks and existing controls.
Scope
What you receive
- AI policy set
- Secure AI development standard
- Control catalogue
- Awareness material
Our approach
How CoreIAM helps
We write policies in plain language and pair each one with controls that can be implemented and evidenced.
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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LLM Security
Protect large language model applications from prompt injection, data leakage and misuse.
Discuss AI Security Policies & Controls with our specialists
Tell us about your environment and objectives, and we will recommend the right scope and approach.

