R&D Partnership Programme

Partner with AICI

AICI works with a select number of organisations whose AI governance work benefits from direct access to our research, assessment methodologies, and regulatory engagement.

Partnership is not a subscription. It is a working relationship — for organisations that need to understand AI governance at the level of rigour the regulation demands.

What Partnership Provides

AICI's partnership programme gives organisations access to research and capability that is not available elsewhere — because it exists specifically to address the implementation gap in AI governance.

Research Access

Access to AICI's ongoing research into AI conformity assessment methodology, before it is published.

Draft assessment frameworks ahead of publication
Findings from real-world AI system evaluations
Technical guidance developed through regulatory engagement
Internal documentation templates and auditor guidance

Benchmarking Intelligence

Aggregated, anonymised intelligence on AI governance posture across AICI's partner network.

Compliance posture benchmarking against peer organisations
Sector-level trend analysis across high-risk deployments
Risk pattern identification from incident analysis
Regulatory interpretation tracking across jurisdictions

Regulatory Sandbox Priority

Priority access to regulatory sandboxes as they become operational under the EU AI Act.

Advance notification of new sandbox opportunities
AICI support during sandbox participation
Structured feedback channels to supervisory authorities
Exclusive access to participation cohorts

Early Regulatory Intelligence

The EU AI Act's implementing rules, delegated acts, and codes of practice are being set now. Partners are informed before the rest of the market.

Advance notice of guidance publications and drafts
AICI analysis of regulatory intent before official interpretation
Direct access to AICI's engagement with EU AI Office processes
Input into AICI's submissions to consultation processes

Expert Network

Access to AICI's Council of Thinkers and the broader network of AI governance practitioners, researchers, and technical experts.

Invitations to restricted AICI research events
Direct access to Council of Thinkers members
Expert consultation on specific governance challenges
Participation in collaborative research initiatives

Assessment Tools

Proprietary AI conformity assessment tools and frameworks developed through AICI's R&D programme.

AI risk assessment frameworks developed for EU AI Act compliance
Audit trail and documentation templates for notified body submissions
Human oversight assessment methodology
GPAI systemic risk evaluation frameworks

Who Partnership Is For

AICI's partnership programme is structured for organisations whose AI governance challenges are complex enough to require what AICI specifically provides.

GPAI Model Providers

Providers of general-purpose AI models subject to the EU AI Act's GPAI obligations — including documentation requirements, transparency obligations, and, for systemic-risk models, adversarial testing and incident reporting.

What This Provides

Operational guidance on GPAI documentation requirements
Access to GPAI codes of practice drafts and AICI analysis
Systemic risk assessment methodology from AICI research
Priority support for EU AI Office engagement

High-Risk Deployers

Organisations deploying AI systems in high-risk categories under Annex III — healthcare, employment, education, essential services, law enforcement, credit, and public administration.

What This Provides

Conformity assessment methodology for Annex III systems
Human oversight implementation frameworks
Post-market monitoring design and documentation
Support for fundamental rights impact assessments

The Implementation Gap Is a Governance Risk

The EU AI Act's obligations are active. The conformity assessment methodologies, notified body accreditation processes, and technical standards needed to implement them credibly are still being developed. Organisations that wait for settled guidance will be late. The work of building governance capacity must begin now, before the requirements are fully specified — precisely because the organisations that understand the direction of regulation can shape their own compliance posture in advance.

Regulatory intelligence in advance

AICI tracks implementing acts, delegated regulations, and codes of practice as they develop — not after they are published.

Assessment methodology before the standards

AICI's research develops conformity assessment approaches that anticipate technical standards before they are finalised.

Engagement, not observation

Partners participate in shaping the frameworks that will govern AI compliance — through AICI's submissions, consultations, and regulatory engagement.

Capacity built before it is needed

The organisations that build governance infrastructure during the implementation period will meet the 2026 deadlines with demonstrated capability, not emergency remediation.

AI governance capacity takes time to build. The organisations that begin now will be demonstrably better positioned when compliance becomes mandatory.

Institutional Partnership

This Is Not a Consulting Engagement

AICI does not provide advisory services on retainer. Partnership is access to an institution's ongoing research, regulatory engagement, and assessment methodology development — work that exists independently of any commercial relationship and that improves the governance ecosystem as a whole.

Research, not opinion

AICI's assessment frameworks are developed through structured research — tested against real AI systems, reviewed by the Council of Thinkers, and updated as regulation evolves.

Network intelligence, not case studies

Aggregated intelligence from AICI's partner network provides structural insight into AI governance practice that individual case studies cannot.

Institutional access, not privileged information

Partners gain access to AICI's regulatory engagement — consultations, code of practice processes, working groups — that is available to institutional participants, not the general market.

What Partners Receive

Pre-publication access to AICI research and assessment frameworks
Anonymised benchmarking intelligence from the partner network
Priority access to EU AI Act regulatory sandbox opportunities
Advance regulatory intelligence and AICI interpretive analysis
Access to the Council of Thinkers and AICI expert network
Proprietary AI conformity assessment tools and methodology

Enquire About Partnership

AICI works with a limited number of partners to maintain the depth of engagement each relationship requires. If your organisation's AI governance needs align with what AICI provides, we want to hear from you.

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