Research conducted through the DMR Research Institute, alongside current UK Government and devolved administration policy, informs the development of every platform across the DMR™ ecosystem.
The DMR Research Institute explores responsible approaches to emerging digital technologies. Research informs the development of governance frameworks, which in turn guide platform development.
This model ensures that every platform built within the DMR™ ecosystem is grounded in evidence, governed by clear ethical principles, and designed with human experience at its centre.
Research at DMR is organised around three core areas, each directly linked to a platform within the ecosystem. This ensures that research remains focused and that findings translate directly into platform development.
The three areas — Responsible AI Governance, Human-Centred Digital Environments, and Memory & Personal Technology — reflect the three challenges that DMR platforms are designed to address.
Research exploring ethical AI deployment, governance models, and compliance frameworks for organisations adopting artificial intelligence.
Research into calm digital spaces, accessibility, and neurodiversity-friendly design that supports human wellbeing.
Research into voice-first systems for capturing reflections, experiences, and personal memories over time.
The DMR Research Institute explores responsible approaches to emerging digital technologies across the three core research areas.
Research findings inform the development of governance frameworks and ethical oversight models that guide platform development.
Governance frameworks guide the design and development of DMR platforms — ensuring every product is grounded in research and built responsibly.
An exploration of how organisations can adopt artificial intelligence responsibly, with governance frameworks and ethical oversight built in from the start.
Digital EnvironmentsHow digital platforms can be designed to reduce cognitive load, support neurodiversity, and create spaces that genuinely support human wellbeing.
Personal TechnologyThe case for voice-first personal memory systems and why capturing reflections and life moments represents an important emerging category.
GovernanceWhy embedding governance frameworks at the foundation of platform development produces better, more trustworthy digital systems.
The following white papers, strategies, and policy documents from Westminster and the devolved administrations of Scotland, Wales, and Northern Ireland directly inform the work of the DMR Research Institute and the development of EthicAI™, Joygate™, and Keepr™.
Ramping up AI adoption across the UK to boost economic growth and improve people's lives.
DSIT, Westminster
Published: January 2025
Published in January 2025 by Secretary of State Peter Kyle MP, this action plan sets out the UK Government's strategy for harnessing AI to drive economic growth, improve public services, and create new employment opportunities. Structured around three pillars — laying AI infrastructure foundations, pushing cross-economy adoption, and positioning the UK as an AI maker — the plan embeds ethical governance and safety as prerequisites for innovation. 38 of 50 commitments were delivered within the first year.
DMR relevance: The plan's governance-first AI adoption framework and emphasis on the AI Safety Institute directly mirrors EthicAI™'s core mission.
Principles and activities to guide the responsible development, procurement, and use of data and AI in the public sector.
CDDO, Westminster
Updated: December 2025
Updated in December 2025, this framework provides a structured set of principles and practical activities to guide public sector organisations in the responsible development, procurement, and use of data and AI. The framework addresses transparency, accountability, fairness, and the minimisation of harm — establishing a common ethical baseline for all government AI deployments, applied at every stage of the data and AI lifecycle.
DMR relevance: Foundational reference for EthicAI™ governance frameworks. The framework's lifecycle approach aligns directly with EthicAI's AI governance and risk management services.
The UK Government's white paper for a proportionate, future-proof AI regulatory framework built on five cross-sector principles.
DSIT, Westminster
White Paper: March 2023 — Government Response: February 2024
This white paper sets out the UK's proposals for a proportionate, future-proof, and pro-innovation AI regulatory framework. Rather than creating a single AI regulator, the approach tasks existing regulators with applying five cross-sector principles: safety, security and robustness; transparency and explainability; fairness; accountability and governance; and contestability and redress. The Government's February 2024 response confirmed this principles-based approach.
DMR relevance: The five regulatory principles directly inform EthicAI™'s governance frameworks and the criteria by which organisations assess AI compliance.
Wales's national AI plan — the world's first anchored in long-term wellbeing legislation.
Welsh Government, Cardiff
Published: November 2025
AI Cymru is Wales's national AI strategy and the first in the world anchored in the Well-being of Future Generations (Wales) Act 2015. The plan commits to responsible, ethical, and collaborative AI adoption across health, education, local government, and the economy. Its four pillars — economic growth, educating Wales, equitable delivery, and excellence and trust — place fairness, transparency, and equality at the centre of every AI decision. Wales has also established an Office for Artificial Intelligence and an AI Commission for Health and Social Care.
DMR relevance: Wales's wellbeing-first approach to AI governance and its equitable delivery pillar align closely with Joygate™'s neurodiversity-friendly design principles and DMR's human-centred philosophy.
Scotland's commitment to developing an ethical AI framework for the public sector by 2026.
Scottish Government, Edinburgh
Published: November 2025
Scotland's refreshed digital strategy sets out a three-year delivery plan for sustainable, ethical, and inclusive digital public services. A central commitment is the development of an ethical AI framework for the Scottish public sector by 2026 — bringing together a library of frameworks tailored to individual organisations, providing ethical assurance and building public trust. The strategy emphasises collaboration, interoperability, and ethical innovation, with the Scottish AI Alliance continuing to raise awareness of ethical AI practice across the public sector.
DMR relevance: Scotland's commitment to a formal ethical AI framework by 2026 creates significant demand for the governance tools and training that EthicAI™ provides.
A ten-year strategy to improve the lives of Deaf and disabled people across Northern Ireland, with digital inclusion as a core pillar.
NI Executive — Department for Communities, Belfast
Launched: December 2025 — Consultation closed: March 2026
Launched by Minister Gordon Lyons in December 2025, this ten-year strategy sets out eight outcome areas designed to address the main societal barriers preventing the full participation and inclusion of Deaf and disabled people in Northern Ireland. Developed in partnership with disabled people and their representative organisations, the strategy covers employment, education, health, transport, and digital access. The strategy explicitly addresses digital inclusion as a prerequisite for full societal participation.
DMR relevance: Directly relevant to DMR's Belfast base. The strategy's digital inclusion and neurodiversity commitments align with Joygate™'s mission to create accessible digital environments and Keepr™'s voice-first accessibility approach.
ACAS report on neuroinclusion in UK workplaces — evidence, good practice, and policy recommendations.
ACAS, UK-wide
Published: March 2025
This ACAS report presents the existing evidence on how different stakeholders are addressing neuroinclusion in UK workplaces. It examines good practice across recruitment, reasonable adjustments, management approaches, and organisational culture. Drawing on employer case studies, employee experiences, and academic research, the report identifies significant gaps between policy intent and lived experience, and calls for systemic change in how organisations design their digital tools, communication systems, and working environments.
DMR relevance: The report's findings on digital tool design and communication systems directly inform Joygate™'s neurodiversity-friendly platform design. The call for systemic change in digital environments echoes DMR's founding rationale.
Government reforms to employment support, including dedicated measures for neurodivergent people entering and remaining in work.
DWP, Westminster
Published: November 2024
The Get Britain Working White Paper sets out the UK Government's reforms to employment support with a particular focus on removing barriers for disabled and neurodivergent people. The paper introduces a new Jobs and Careers Service, reforms to the Work Capability Assessment, and a commitment to employer-led neuroinclusion initiatives. Parliamentary research published in September 2025 specifically examined the white paper's provisions for neurodivergent people, noting the need for digital tools that accommodate diverse cognitive styles.
DMR relevance: The white paper's neuroinclusion provisions create a policy environment that supports the adoption of neurodiversity-friendly digital platforms like Joygate™ in employment settings.
Wales's ten-year plan for disabled people's rights, with digital inclusion as Mission 2.
Welsh Government, Cardiff
Published: December 2025
Wales's Disabled People's Rights Plan sets out a ten-year programme for advancing the rights of disabled people across all aspects of Welsh society. Mission 2 — Digital Inclusion — outlines the aim to support everyone to gain the motivation, confidence, and basic digital skills needed to participate fully in a digital society. The plan recognises that digital exclusion compounds existing social and economic inequalities for disabled and neurodivergent people, and commits to accessible design standards across all Welsh public digital services.
DMR relevance: Wales's explicit commitment to digital inclusion as a rights issue provides strong policy backing for Joygate™'s accessible, neurodiversity-friendly design approach.
The UK Government's vision for citizen-centred, AI-enabled public services with governance embedded in procurement.
DSIT, Westminster
Published: January 2025
This blueprint sets out the UK Government's vision for transforming public services through digital technology and AI. It establishes the Digital Centre of Government within DSIT and commits to funding outcomes rather than outputs, procuring for growth and innovation, and ensuring that AI adoption in government is transparent, accountable, and human-centred. The blueprint directly addresses the tension between rapid AI adoption and robust governance, proposing a model where ethical oversight is embedded in procurement and delivery processes.
DMR relevance: The blueprint's governance-first procurement model creates opportunities for EthicAI™ to provide the frameworks and training that public sector organisations need to meet these new standards.
Skills Development Scotland's analysis of neurodiversity in the Scottish tech workforce and education pipeline.
Skills Development Scotland, Edinburgh
Published: 2024
This report from Skills Development Scotland examines neurodiversity in the Scottish digital technology workforce and education pipeline. It identifies both the significant contribution that neurodivergent individuals make to the tech sector and the systemic barriers they face in recruitment, retention, and progression. The report calls for changes to hiring practices, workplace design, digital tool accessibility, and educational pathways to better support neurodivergent talent in Scotland's growing technology industry.
DMR relevance: The report's findings on digital tool accessibility and workplace design directly support the case for neurodiversity-friendly platforms like Joygate™ in professional settings.
The Information Commissioner's Office framework for AI oversight under UK data protection law and UK GDPR.
Information Commissioner's Office, UK-wide
Updated: 2024
The ICO's strategic approach to regulating AI sets out how existing UK data protection law — principally the UK GDPR and the Data Protection Act 2018 — applies to AI systems. The framework addresses transparency obligations, lawful basis for AI processing, automated decision-making rights, data minimisation in AI training, and accountability requirements. The ICO works alongside sector regulators rather than duplicating their functions, applying data protection principles as a horizontal layer across all AI deployments.
DMR relevance: The ICO's AI framework is directly relevant to EthicAI™'s compliance guidance services. Understanding how UK GDPR applies to AI is a prerequisite for responsible AI governance in any UK organisation.
DMR Group™ welcomes collaboration with researchers, organisations, and institutions working in responsible technology.