Cristiana S.

FROM REGULATION TO IMPLEMENTATION I help organisations translate AI regulatory and governance requirements into practical business processes, internal controls, governance documentation, and organisational capabilities. My work focuses on AI Governance, EU AI Act implementation, regulatory compliance, legal operations, and governance framework development. I support organisations that need to understand how AI regulation applies to their activities and convert legal requirements into proportionate, operational, and auditable governance measures. With a background combining legal practice, corporate legal leadership, regulatory compliance, project management, and technology-enabled business operations, I work at the intersection of regulation, governance, risk, and implementation. AI GOVERNANCE & EU AI ACT I can support organisations with: • AI governance framework and operating model design • EU AI Act applicability and organisational impact assessments • AI system and AI use-case inventories • AI role identification: provider, deployer, importer, or distributor • AI system classification and preliminary risk assessments • AI governance policies, procedures, controls, and implementation roadmaps • AI risk management processes and risk documentation • Roles, responsibilities, governance structures, and RACI models • Human oversight, transparency, accountability, and record-keeping processes • AI vendor and third-party governance • AI governance documentation and evidence frameworks • AI literacy and internal governance guidance • Governance gap assessments and implementation planning REGULATORY COMPLIANCE & LEGAL OPERATIONS I also support organisations in converting regulatory and legal requirements into structured, repeatable operational processes, including: • Regulatory requirements analysis • Compliance framework development • Policy and procedure drafting • Legal and regulatory gap assessments • Governance process mapping • Internal controls and responsibility models • Compliance documentation and implementation tools • Legal workflow and operational process design • Contract, policy, and governance documentation review WHY WORK WITH ME My professional background includes: • 9 years of legal practice in corporate, commercial, regulatory, and gambling law • Corporate experience as Legal counsel • More than 14 years managing a specialised language-services business • Experience translating complex legal, regulatory, technical, and business requirements into clear operational deliverables • Experience coordinating international projects and working with global organisations • More than 10 million words translated across legal, financial, technology, defence, gaming, and regulated industries My approach is implementation-focused. I do not treat governance as a collection of abstract principles or standalone policies. I focus on what organisations need to decide, assign, document, implement, monitor, and demonstrate. REGULATORY AND GOVERNANCE FOCUS • EU Artificial Intelligence Act • AI governance operating models • AI risk and accountability frameworks • ISO/IEC 42001 principles and management-system structures • NIST AI Risk Management Framework • GDPR and data-governance considerations • Regulatory compliance and legal operations Based in the European Union and available for remote consulting, governance documentation, regulatory research, framework development, and implementation projects. 🔹 Let’s connect and discuss how we can work together!