SECUREFIX AI

About SecureFix AI

Making secure firmware more accessible.

SecureFix AI aims to make secure firmware development more accessible by combining static analysis, AI-assisted code repair and independent verification.

Embedded teams often ship C code without a dedicated security reviewer. SecureFix gives them a clear path from a scanner warning to a patch they can trust — or know not to trust yet.

Illuminated circuit schematic etched in glass

What we focus on

  • Developer-focused security

    Findings point to exact lines and speak the language of C developers, not compliance auditors.

  • IoT firmware protection

    Built around the unsafe patterns that matter on microcontrollers: unbounded copies, weak randomness, shell calls on gateways.

  • Transparent explanations

    Every finding explains why the code is risky, what could happen, and how to fix it — with CWE references.

  • AI-assisted remediation

    Language models propose patches as reviewable diffs. Nothing is applied or executed automatically.

  • Independent verification

    Proposed fixes are rescanned, compiled and tested, and reported with honest, specific outcomes.

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