Collaborations & Partnerships

Independent by design. Collaborative by nature.

The Responsible AI Center works with a small number of academic, institutional, and practitioner partners whose work is directly relevant to the governance challenges we address.

Our Approach to Collaboration

Partnerships that sharpen our work

We collaborate with academic researchers, governance specialists, and regulatory practitioners whose expertise directly strengthens the diagnostic and advisory work we deliver. Every partnership has a clear intellectual or practical purpose.

Principle 01

Purposeful by design

We value collaborations that have a clear intellectual or practical purpose. We look for partners whose expertise genuinely strengthens the diagnostic and advisory work we deliver — because the best partnerships are built on shared commitment, not appearances.

Principle 02

Independence preserved

We believe collaboration works best when it is free from commercial influence. We do not accept referral fees or endorse products, and we ensure that no partnership shapes our governance diagnostics or advisory positions. Our independence is what makes our work trustworthy.

Principle 03

Accountability runs through everything

Responsible AI is not a label — it is a practice. Every collaboration we enter reflects the same standard of rigour, transparency, and ethical commitment we bring to our own governance work. If a partnership cannot meet that standard, it does not proceed.

Academic Collaboration

Research in AI governance & psychological readiness

Our governance diagnostics are informed by joint research into the psychological and organisational conditions required for responsible AI oversight. This work bridges academic inquiry and boardroom practice.

Dr Joanna Michalska

Dr Joanna Michalska

Founder, Ethica Group Ltd
PhD in Enterprise Risk Management
Ethica Groupethicagroup.ai

Dr Michalska is a strategic advisor, researcher, and former senior executive with international leadership experience in global financial services. She has held senior roles across enterprise risk, governance, and large-scale transformation within highly regulated institutions including JPMorgan and HSBC, advising boards, executive committees, and regulators.

Joint Research Focus
Structural accountability and decision architecture under AI-enabled execution
Authority delegation and escalation integrity in automated systems
Organisational psychology of executive intervention under scale and speed
Governance design that connects strategic risk to human oversight capacity

Joint Research Programme

Collaborative research examining the psychological and organisational factors that determine whether human oversight of AI systems is genuine or ceremonial. This programme produces the empirical foundation for our governance diagnostic methodology.

Research Focus Areas
Automation bias and its impact on human oversight effectiveness
Psychological safety as a governance condition in AI-augmented decision-making
Role-differentiated AI literacy and its relationship to oversight capability
Organisational conditions that enable or inhibit genuine human challenge of AI outputs

Publication & Thought Leadership

Our research findings are published through academic channels and practitioner-focused publications.

Conference Presentations

Regular presentations at European AI governance conferences, sharing research findings and practical frameworks with the governance community.

Practitioner Publications

Articles and analysis written for governance professionals, translating academic research into actionable guidance for regulated organisations.

Regulatory Engagement

Contributing to the development of regulatory guidance and codes of practice through consultation processes and expert input.

Practitioner Network

Governance, risk & compliance specialists

We maintain working relationships with a select group of GRC practitioners, legal advisors, and HR transformation specialists across Belgium and the wider EU. When our diagnostic identifies needs that fall outside our core expertise, we connect clients with the right specialists.

Dr Joanna Michalska

Ethica Group Ltd

Dr Joanna Michalska — Founder
Board-level advisory · Decision architecture · Authority design
Ethica Groupethicagroup.ai

Ethica Group provides independent board-level advisory on structural accountability and decision architecture in organisations where execution increasingly relies on automated and AI-enabled systems. Their work complements our governance diagnostics by addressing the structural conditions — authority allocation, escalation integrity, and governance alignment — that determine whether human oversight can function in practice.

Decision Architecture

Design of decision rights, delegation, and escalation within organisational systems.

Authority Design

Allocation of decision rights and override capacity aligned to strategic direction.

Human Oversight Capacity

Structural and behavioural conditions required for effective executive intervention.

Executive Readiness

Leadership capability to exercise authority under scale, speed, and system complexity.

Legal & Regulatory Advisory

Specialist legal counsel on EU AI Act compliance, regulatory interpretation, and enforcement preparation. We work with legal advisors who understand both the letter and the spirit of the regulation.

HR & Organisational Development

When our diagnostic reveals that governance gaps are rooted in organisational design, role clarity, or capability development — we connect clients with HR transformation specialists who can design and deliver the interventions.

Technical AI Governance

For organisations that need Layer 1 and Layer 2 support — model monitoring, data governance, technical documentation — we maintain relationships with technical governance specialists who complement our Layer 4 focus.

Risk & Compliance Functions

Working with internal audit, risk management, and compliance teams to ensure that human oversight findings are integrated into existing GRC frameworks and reporting structures.

Board & Executive Advisory

Supporting boards and executive committees in understanding their AI governance obligations and the human oversight implications of the EU AI Act for their specific operating context.

Training & Development Partners

When our AI Literacy Architecture service identifies specific training needs, we connect clients with L&D specialists who can build and deliver the role-differentiated programmes we have designed.

Work With Us

Opportunities for collaboration

We are always open to conversations with researchers, practitioners, and institutions whose work intersects with ours. If you are working on the human dimension of AI governance, we would like to hear from you.

Academic Research

Joint research programmes, co-authored publications, and doctoral supervision in AI governance, human oversight, and the psychology of AI-augmented decision-making.

Conference & Speaking

Presentations, panel discussions, and keynotes at governance, AI ethics, and regulatory conferences across Europe. We speak from evidence, not opinion.

Regulatory Consultation

Contributing to the development of codes of practice, regulatory guidance, and standards through formal consultation processes and expert advisory roles.

Practitioner Partnership

Working relationships with GRC specialists, legal advisors, and HR professionals whose expertise complements our governance diagnostic and advisory work.

Interested in collaborating?

We welcome conversations with researchers, practitioners, and institutions whose work aligns with ours. Reach out to explore how we might work together.

[email protected]