Governing AI
& Cyber Resilience
Researcher · Strategic Advisor · Author
Lawyer · Political Scientist
Cybersecurity Policy, Regulation & Institutional Trust
AI Governance & Assurance · Cybersecurity Governance & Regulation · Institutional Resilience
Working at the intersection of governance, regulation, technology and institutional resilience.
My work examines how institutions govern technological dependency, establish accountability and maintain resilience as AI and cybersecurity challenges reshape their responsibilities.
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Research Lead
Innovatech Institute for Trusted Digital Futures
Co-Founder & CEO
Genesis International Business Group
ACADEMIC FOUNDATION
Political Science, Law & Strategic Security
A multidisciplinary foundation for research, governance and practice.
Bsc
Political Science and Administration
LLB
Law
MSc
Strategic Studies and International Security
PhD Candidate
Political Science
UNED, Spain
RESEARCH & STRATEGIC ADVISORY
From Research to Practical Impact
As a researcher and strategic advisor, Andra specialises in AI governance and assurance, cybersecurity governance and regulation, institutional accountability and resilience.
Working with public and private organisations, she develops governance frameworks and assessment methodologies, evaluates projects and the implementation and effectiveness of policies and controls, and provides strategic recommendations to strengthen institutional oversight, decision-making and resilience.
Her research also informs tailored advisory engagements, university teaching and professional education.
Governance Frameworks
Framework design and assessment methodologies.
Strategic Improvement
Oversight, accountability and institutional resilience.
Evaluation & Review
Projects, implementation and control effectiveness.
Research-Led Education
University teaching and professional education.
PROFESSIONAL PROFILE
Governance, Regulation & Institutional Resilience
Andra's work brings together institutional governance, regulatory analysis and applied research across AI and cybersecurity.
Her focus is not technology in isolation, but the institutional arrangements that determine who is accountable, how governance and regulatory expectations are implemented, what evidence supports effective oversight and how essential functions can be maintained under technological disruption or uncertainty.
Through research, advisory work and methodology development, she examines the relationship between governance, institutional capability and resilience in increasingly technology-dependent environments.
Her work connects academic inquiry with the practical challenges faced by public and private institutions responsible for governing complex technological systems.
RESEARCH & PROFESSIONAL FOCUS
CORE RESEARCH AREAS
Four Connected Areas. One Institutional Focus.
RESEARCH SPECIALISATION
01
Cybersecurity Governance & Cyber Resilience
Cyber Governance · Regulation · Institutional & Operational Resilience
Examining how cybersecurity governance, regulatory frameworks and organisational capabilities shape effective cyber resilience.
This research focuses on the relationship between institutional decision-making, regulatory implementation, technological interdependencies and the capacity to respond and adapt under disruption.
02
AI Governance & Institutional Accountability
AI Governance · Institutional Legitimacy · Accountability · Trust
Investigating how institutions govern AI-supported decisions, establish responsibility and develop credible oversight arrangements.
The research examines how institutional coordination, regulatory frameworks and governance practices contribute to accountability, legitimacy and justified trust in AI-enabled systems.
03
AI Assurance & Institutional Dependency
AI Assurance · Human Oversight · Technological Dependency · Continuity
Exploring how institutions can identify critical AI dependencies, assess the effectiveness of oversight arrangements and maintain essential functions when the reliability of AI systems becomes uncertain.
This work connects governance evidence, intervention authority, operational continuity and the assessment of institutional AI capabilities.
04
Governance Assessment & Institutional Capability
Evidence-Led Evaluation · Governance Effectiveness · Institutional Resilience
Developing research-informed approaches to examining whether governance arrangements, accountability mechanisms and organisational capabilities function effectively in practice.
This cross-cutting area connects regulatory analysis, institutional assessment and assurance methodologies, moving beyond documented compliance towards evidence of governance effectiveness.
ACADEMIC & RESEARCH PROFILE
ACADEMIC & RESEARCH PROFILE
Research at the Intersection of Governance, Regulation & Technology
Andra's academic background spans Political Science and Public Administration, Law, and Strategic Studies and International Security.
Her doctoral research at the National University of Distance Education (UNED), Spain, examines how governance, regulation and organisational capabilities shape cyber resilience in the UK financial sector.
Building on this foundation, her wider research extends to AI governance, institutional legitimacy, technological dependency, accountability and evidence-based assurance.
A central question across her work is how institutions move beyond formal compliance to demonstrate effective governance, accountable decision-making and resilience in practice.
This perspective connects her research on cyber resilience with the emerging challenges of governing and assuring increasingly autonomous and interconnected technological systems.
PUBLICATIONS & RESEARCH OUTPUT
SELECTED RESEARCH
From Governance Research to Institutional Assurance
Cyber Resilience & Regulatory Governance
Aligning Regulation and Governance for Cyber Resilience: A Theoretical Framework for the UK Financial Sector
Computers & Security — Elsevier, 2025
Develops a conceptual framework connecting regulatory strategy, governance execution, risk engagement and adaptive cyber resilience within the UK financial sector.
AI Governance & Institutional Legitimacy
Governing AI with Trust: An Adaptive Framework for Institutional Legitimacy in the UK Public Sector
Transforming Government: People, Process and Policy — Emerald Publishing, 2025
Examines how adaptive governance, institutional coordination and public accountability contribute to legitimate and trustworthy AI governance.
Institutional AI Dependency & Cyber Resilience
The Institutional AI Dependency Test: Can Public Services Continue When AI Cannot Be Trusted?
EU CyberNet Expert Blog Series — 2026
Introduces an evidence-led governance exercise examining institutional AI dependency, intervention authority, oversight effectiveness and essential-service continuity when operational trust in AI systems is suspended.
FEATURED BOOK PROJECT
Auditing AI Systems
Governance, Risk, and Assurance Across Internal and External Environments
Book in progress — CRC Press / Taylor & Francis
The book develops an integrated approach to auditing AI systems, connecting institutional governance, regulatory expectations, risk, accountability and assurance across internally developed and externally provided AI environments.
It examines how organisations can evaluate AI-related responsibilities, assess governance and control arrangements, address technological dependencies and establish meaningful oversight throughout the AI lifecycle.
Combining regulatory analysis with a structured audit methodology, the work aims to support evidence-based assessment and institutional accountability in increasingly complex AI environments.
PROFESSIONAL PRACTICE
RESEARCH-INFORMED ADVISORY
From Research to Applied Governance
Andra's professional work translates research into focused advisory, institutional assessment, methodology development and specialist education.
Governance Advisory & Assessment
Evaluating AI and cybersecurity governance arrangements, institutional responsibilities, accountability structures and oversight capabilities.
Policy & Regulatory Evaluation
Analysing AI and cybersecurity policies, regulatory frameworks and their implications for institutional governance, organisational implementation and resilience.
Assurance & Institutional Assessment
Developing evidence-led approaches to assessing governance effectiveness, technological dependency, oversight readiness and institutional capabilities.
Research-Led Education & International Exchange
Contributing specialist knowledge through teaching, executive briefings, academic publishing, speaking engagements and international professional collaboration.
RECOGNITION & PROFESSIONAL ENGAGEMENT
SELECTED RECOGNITION
Research, Recognition & International Contribution
40 Under 40 Cybersecurity 2024
Professional recognition in the cybersecurity field.
Research Leadership
Research Lead at the Innovatech Institute for Trusted Digital Futures, connecting independent research with the institutional challenges of AI governance, cyber resilience and digital regulation.
EU CyberNet Expert Pool
Member of an international network of cyber capacity-building expertise, contributing research-informed perspectives on cybersecurity governance and institutional resilience.
Academic Publishing & Peer Review
Peer-reviewed research published in international academic journals, alongside scholarly review and professional contributions.
Policy & International Engagement
Contributions to policy discussions, research initiatives, professional education and international knowledge exchange concerning governance, technological risk and institutional resilience.
WHAT DRIVES MY WORK
PRINCIPLES & PERSPECTIVE
Independent Thinking. Rigorous Work. Meaningful Contribution.
Intellectual Independence
I believe that sound judgement begins with the willingness to question assumptions, consider different perspectives and examine evidence before reaching conclusions.
Research Integrity
I value methodological clarity, intellectual honesty and the responsibility to distinguish what is demonstrated from what remains uncertain.
Perseverance & Commitment
I believe worthwhile work deserves persistence, thoughtful attention and the determination to pursue the strongest defensible outcome, particularly when the questions are complex and the answers are not immediate.
Responsibility to Others
I approach every collaboration with respect, care and a genuine commitment to understanding what is needed and contributing work that is useful, credible and responsibly developed.
Long-Term Perspective
I am interested not only in how institutions respond to today's technological challenges, but also in the dependencies, responsibilities and consequences they may face tomorrow.
BEYOND RESEARCH
A PERSONAL PERSPECTIVE
Beyond my professional work, I have a deep appreciation for nature, animals and the relationship between human progress and the environment.
I believe in the importance of cleaner energy, environmental responsibility and animal welfare. I also care about initiatives supporting children affected by cancer and the scientific research dedicated to improving treatments and outcomes.
These interests reflect a broader conviction that knowledge, innovation and progress should be accompanied by responsibility and genuine concern for others.
I value the possibility of bringing together intellectual curiosity, personal commitment and the things that matter to me beyond professional life.
For me, meaningful work is not defined by achievement alone, but also by the care, integrity and sense of purpose with which it is undertaken.
Curiosity, Nature & a Broader Sense of Responsibility
NATURE & ENVIRONMENT
Nature has always been a source of balance, inspiration and perspective for me. I deeply value its beauty and believe in the importance of protecting the natural world.
ANIMAL WELFARE
Animals have always held a special place in my life. I believe compassion, respect and responsibility should guide the way we care for them and share our world.
CHILDREN & HEALTH
I care deeply about supporting children affected by cancer and the scientific research dedicated to improving treatments, care and opportunities for a healthier future.
RESPONSIBILITY FOR THE FUTURE
I believe in responsible innovation, cleaner energy and sustainable progress, where research and knowledge contribute to a greener future and a better world for generations to come.
CONNECT
CONNECT WITH ANDRA
Research. Governance. Collaboration.
I welcome opportunities to connect with universities, research organisations, public institutions and professional partners working on AI governance, cybersecurity regulation, assurance and institutional resilience.
For research collaborations, strategic advisory engagements, academic teaching, speaking or institutional initiatives:
