About & Mission

An independent, privacy-first digital engineering project dedicated to providing transparent AI governance tools for small and medium enterprises.

Our Mission

As Generative Artificial Intelligence transitions from experimental curiosity to core enterprise software, Small and Medium Enterprises (SMEs) are caught between competitive urgency and hidden liability. Enterprise corporations employ dedicated AI ethics officers, legal counselors, and security teams. SMEs, however, often lack structured tools to quantify operational risks before deployment.

Our mission is to democratize rigorous, privacy-first AI risk classification. We provide transparent, client-side evaluation engines that help business leaders identify data privacy vulnerabilities, hallucination severity, and required human review controls without exposing proprietary operational data.

Core Engineering Principles

• Zero Server Data Storage: Risk evaluations are processed entirely in your client web browser. No workflow descriptions, inputs, or risk scores are ever saved to external database servers.
• Methodological Transparency: Our scoring formulas, dimension weightings, and safeguard trigger logic are fully documented and open for public audit.
• Vendor Neutrality: We do not accept sponsored placements from AI foundational model vendors or promote proprietary models over open-source alternatives.
• Accessibility & Speed: Built using vanilla, lightweight PHP and standard semantic web technologies to guarantee ultra-fast response times across all devices.

Contact & Inquiries

To submit feedback, suggest framework improvements, or report corrections, please visit our Contact Page.