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MercurySecurity.io builds the frameworks, tools, and training that turn AI compliance into continuous governance. We help enterprises, regulators, and researchers move beyond checkbox audits toward systems that learn, adapt, and stand up to scrutiny.
Founded by Viktoria Bakos and Richard Ralston, MercurySecurity.io is an AI governance and cybersecurity firm focused on transforming compliance into measurable, data-driven assurance. The company bridges the gap between regulatory frameworks and real-world implementation, delivering practical governance systems grounded in ISO/IEC 42001, NIST AI RMF, and the EU AI Act.
Viktoria leads the strategic and research direction, drawing on her background in data-centric cybersecurity, risk analytics, and AI policy integration. Richard drives the technical architecture, designing governance-ready systems that embed compliance, automation, and accountability into enterprise infrastructure.
Together, they are building the foundation for responsible AI — not through policy rhetoric, but through auditable, operational frameworks that make trust a technical reality.
We publish open-access papers, regulatory crosswalks, and governance models that inform standards and accelerate responsible AI adoption.
Masterclasses and internal courses that translate complex frameworks into usable practice for leadership, compliance, and engineering teams.
We collaborate with EU institutions, digital innovation hubs, and private-sector leaders to co-create governance systems and share intelligence.
Outcome: shared intelligence, consistent governance, and auditable trust across sectors.
Explore our research library, join our subscription for templates and briefings, or propose a partnership.
Every model, toolkit, and audit method is backed by open research and transparent methodology.
We partner with regulators, boards, and labs to reflect operational and ethical realities.
Architectures that translate frameworks into actionable, trackable controls.
Courses and updates that keep teams aligned as AI policy evolves.
Viktoria Bakos is a data-driven cybersecurity and AI governance strategist with deep expertise in regulatory compliance, data lifecycle management, and algorithmic accountability. She leads the development of governance frameworks and capacity-building programs that connect policy to practice — transforming regulatory intent into measurable, data-backed systems.
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Richard Ralston is a solutions architect and AI governance engineer specializing in secure systems design, compliance automation, and enterprise integration. He builds architectures that enable continuous audit-readiness and transparent AI oversight — turning regulatory theory into scalable, verifiable systems.
LinkedInCollaborate with MercurySecurity.io through research, training, or joint governance development to create systems that prove accountability at scale.
