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Apiiro

ASPM#11 of 15 in AI DevSecOps
68%
COVERAGE
Risk graph across code/CI/CD/cloud/runtime; material change detection; AI code behavior analysis; dev risk profiles
Code Sec
1 full, 3 partial of 4
AI Code Vuln Detection
Scan AI-generated code for vulnerabilities (OWASP, CWE) with AI-specific pattern recognition.
Full
Secret Detection
Detect leaked API keys, tokens, credentials in AI completions before they reach the repo.
Partial
SAST Engine
Static Application Security Testing — deep source code analysis with AI-enhanced false positive reduction.
Partial
DAST / Runtime
Dynamic testing of running applications including AI endpoints, LLM APIs, and agentic workflows.
Partial
Supply Chain
1 full, 2 partial of 3
SCA & AI SBOM
Software Composition Analysis for AI-suggested deps. SBOM/AI-BOM generation. Typosquatting detection.
Full
License Compliance
Detect copyrighted code, license-violating snippets in AI output. Track OSS license obligations.
Partial
Model/Pkg Provenance
Verify origin and integrity of AI models and packages. Detect supply chain attacks on model files.
Partial
Pipeline
1 full, 1 partial of 3
CI/CD Integration
Native integration with GitHub Actions, GitLab CI, Jenkins, Azure DevOps for automated scanning.
Full
IDE / Pre-commit
Real-time scanning in VS Code, JetBrains, Cursor, Windsurf before code is committed.
None
Auto-Remediation
AI-powered auto-fix that generates and applies patches for detected vulnerabilities.
Partial
Governance
3 full, 1 partial of 4
AI Code Policy
Enforce org-wide policies on AI code: allowed models, restricted patterns, merge gates.
Full
Dev AI Usage Track
Monitor which developers use AI coding tools, audit AI code contribution ratios.
Full
Compliance Reporting
Audit reports on AI code security posture for SOC2, ISO 27001, FedRAMP.
Full
Multi-Language
Cover Python, JS/TS, Java, Go, Rust, C/C++ with AI-specific scanning rules.
Partial
Top Peers in AI DevSecOps
1Checkmarx One
93%
2Cycode
89%
3OX Security
89%
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