AI Assurance Directory

MathWorks DO Qualification Kit vs LDRA AI/ML

The MathWorks kit is documentation and tests to qualify supported Simulink and Polyspace tools for DO-178C, DO-278A, DO-254 and DO-330. LDRA’s cited AI/ML page names EASA guidance for Level 1 and 2 machine-learning applications.

Built only from the cited fields already on MathWorks DO Qualification Kit and LDRA (AI and machine learning capability). Not a ranking, certification or recommendation. Public summary columns stay on this page. Quoted evidence, who-it-is-for, deployment, caveats and coverage-cell quotes are Pro.

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Side-by-side comparison of MathWorks DO Qualification Kit and LDRA (AI and machine learning capability) from cited public listing fields
Field MathWorks DO Qualification KitLDRA (AI and machine learning capability)
Vendor / publisher MathWorks LDRA
Type Commercial · AI assurance & verification Commercial · Safety engineering
Official site https://www.mathworks.com/products/do-178.html https://ldra.com/capabilities/artificial-intelligence-and-machine-learning-capability/
Industries (cited page) Aerospace & aviation Aerospace & aviation, Other safety-critical, Automotive, Medical devices, Industrial machinery and robotics
Frameworks named on cited source DO-178C / DO-330, DO-330 EASA AI Concept Paper
Open source (OSI license on official repo) Not an OSI-licensed official repo on this listing Not an OSI-licensed official repo on this listing
Summary (from listing) Documentation, test cases and procedures to qualify supported Simulink and Polyspace tools for DO-178C, DO-278A, DO-254 and DO-330. The FAQ says the kit does not prequalify tools; qualification is project-specific. LDRA AI/ML capability page covering test generation, change-impact analysis and AI/ML in safety-critical sectors. The aviation section names EASA guidance for Level 1 and 2 machine-learning applications. Not a neural-network verifier.
Last verified 2026-10-14 2026-10-14
Cited coverage (counts only) Maps to 5 DO-178C / related aerospace guidance requirements — see which with Pro Maps to 2 DO-330 requirements — see which with Pro Maps to 1 EASA AI Concept Paper objective — see which with Pro
Analyst assessments (counts only) Analyst assessment: 1 FAA AI Roadmap requirement — see which with Pro Analyst assessment: 1 NIST AI RMF function or subcategory — see which with Pro Analyst assessment: 1 EASA AI Concept Paper objective — see which with Pro

Quoted evidence, who-it-is-for, deployment and caveats (Pro)

Included on Pro, Team and Enterprise. Public summaries, tags and official links on this page stay free.

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Questions

Does the MathWorks kit prequalify tools?

No. The cited FAQ says the kit does not prequalify tools; qualification is project-specific. The listing tags DO-178C / related guidance and DO-330 from that page.

Is LDRA’s AI/ML page a neural-network verifier?

No. The public summary says it is not a neural-network verifier. It covers test generation, change-impact analysis and AI/ML in safety-critical sectors.

Why does LDRA tag EASA and not DO-178C on this listing?

The cited LDRA AI/ML capability page names EASA guidance for Level 1 and 2 ML applications. DO-178C is not tagged from that page.