# Testing AI API Security: 8 Coverage Gaps That Leave AI Systems Vulnerable - Wallarm
> Canonical: https://www.wallarm.com/resources/testing-ai-api-security-8-coverage-gaps
> Source: https://www.wallarm.com/resources/testing-ai-api-security-8-coverage-gaps
> Schema: https://wallarm.mdai.build/resources/testing-ai-api-security-8-coverage-gaps.json
> Generated: 2026-06-08T20:33:30.919Z
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[Testing AI API Security: 8 Coverage Gaps That Leave AI Systems Vulnerable](#)

Solution Brief

# Testing AI API Security: 8 Coverage Gaps That Leave AI Systems Vulnerable

Your security testing program was built before AI systems existed. This brief identifies the eight specific surfaces your current assessments don't reach, from RAG retrieval pipelines to agent tool-calling boundaries, and gives your team the test procedures to close each one. No theory. Just what attackers target, why teams miss it, and how to test for it.

This brief is intended for security managers defining assessment scope, architects evaluating AI system risk, and penetration testers building test procedures.

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