Driving Sustainability in Advanced Mobility: How FMCI Built a Comprehensive Carbon Baseline with Mavarick
Table of Contents
Executive Summary
Mavarick partnered with Future Mobility Campus Ireland (FMCI), Ireland's premier innovation hub for next-generation transport systems, to transform their complex multi-facility data environment into comprehensive, research-grade carbon management capabilities. Recognising FMCI's commitment to applying the same systematic rigour to environmental leadership that defines their breakthrough mobility research, we provided advanced carbon accounting solutions tailored for sophisticated research operations and distributed innovation infrastructure.
Our AI-driven platform, combined with expert strategic guidance, enabled FMCI to consolidate fragmented emissions data across its Shannon campus, establish verifiable full-scope carbon footprint reporting, and develop strategic sustainability initiatives that align with their core innovation mission. The comprehensive data management challenge involved integrating diverse sources from facility electricity meters and heating systems to test vehicle fuel records and complex research equipment energy consumption patterns.
Through systematic boundary definition, advanced data aggregation, and AI-powered emissions mapping, we helped FMCI establish their comprehensive carbon baseline and revealed its exceptional operational efficiency of 0.23 tCO₂eq/MWh, over 40% better than industry standards in Ireland and the UK (0.4 and 0.5 tCO₂eq/MWh). The result was a streamlined, audit-ready sustainability framework that positions FMCI as the environmental leader the innovation sector demands, while maintaining focus on its core research excellence.
Understanding the Innovation Hub Challenge
Research facilities face unique carbon management hurdles: complex multi-facility operations, sophisticated equipment with varying energy profiles, diverse stakeholder reporting requirements, fragmented operational data sources, and the need to maintain research excellence while building environmental capabilities.
For FMCI, these sector-wide challenges were amplified by their position as Ireland's leading mobility innovation hub, where precision and reliability are non-negotiable. Their research partners in advanced mobility increasingly require detailed carbon footprint data as part of collaboration decisions, making robust environmental data as critical as technical capabilities.
Operating from their Shannon facilities, including a 4.5km land mobility testbed, advanced air mobility platform, and digital twin data centre, FMCI needed a solution that could handle the complexity of their distributed operations without compromising their focus on pioneering transport systems that define the future of Connected, Autonomous, Electric and Shared mobility.

Our Solution Approach
Clarifying Operational Boundaries: We worked closely with FMCI to establish clear operational and reporting boundaries, helping them focus on what required measurement across their innovation campus and identifying available data sources from their complex multi-facility research infrastructure.
Centralising Data Architecture: Our platform enabled FMCI to integrate substantial amounts of data from utility bills, facility energy meters, and research operational data into one unified system without disrupting their ongoing innovation activities, creating the single source of truth essential for their research-grade approach.
AI-Driven Emissions Mapping: Our AI tools connected each data stream to its appropriate emission source, helping FMCI eliminate data silos and achieve comprehensive visibility across all facility operations and research activities, from main building consumption through specialised testing equipment and the complex mobility patterns of their innovation community.
Co-Developing Innovation-Aligned Strategy: Beyond data collection, we worked with FMCI to develop sustainability strategies that complement their innovation mission. Together, we identified opportunities for smart energy management leveraging their digital capabilities, sustainable mobility solutions for their research community, and renewable energy initiatives that support their advanced testing requirements.
Establishing Research-Grade Frameworks: We supported FMCI in developing robust environmental management frameworks that provide a systematic structure for ongoing operational improvements and strategic decision-making across their innovation facilities, meeting the precision standards their research community expects.
Empowering Innovation Teams: Our training and intuitive interfaces helped FMCI's teams manage carbon data with the same confidence they bring to mobility research, building capabilities that complement their existing technical expertise without requiring specialised carbon accounting knowledge.
Overcoming Implementation Challenges
Implementing comprehensive carbon tracking in sophisticated research environments required careful coordination with ongoing innovation activities. Our phased approach and dedicated support helped FMCI overcome challenges related to multi-source data consistency, cross-functional team adoption, and complex research operation integration.
The collaborative implementation maintained FMCI's innovation focus while building robust environmental management capabilities, accelerating value realisation without compromising their research excellence or operational efficiency.
Results Achieved
Trusted and Verifiable Organisational Carbon Footprint: FMCI established a comprehensive baseline with complete full-scope emissions reporting in their inaugural year, using a combination of spend-based and activity-based methodologies applied appropriately across emission categories, demonstrating leadership in the innovation facility sector.
Complete Data Integration and Visibility: Full transparency across all emission sources with detailed facility-level breakdowns enabling targeted optimisation strategies, from main building operations through specialised research equipment and complex value chain activities.
Strategic Emission Profile Understanding: Clear insight into FMCI's carbon characteristics revealed comprehensive Scope 3 emissions mapping across their value chain, plus significant facility-based impacts from electricity consumption, focusing their sustainability priorities on areas that align with their mobility research mission.
Exceptional Operational Performance: Analysis demonstrated FMCI's industry-leading emission intensity of 0.23 tCO₂eq/MWh, outperforming Irish and UK industry averages (0.4 and 0.5 tCO₂eq/MWh) by over 40%, proving research facilities can achieve environmental excellence.
Research Partner and Stakeholder Readiness: Robust carbon data and systematic processes position FMCI ahead of partner requirements and regulatory expectations, strengthening their competitive position in advanced mobility innovation where environmental credentials are increasingly critical.
Strategic Foundation for Continuous Innovation: Clear roadmap to Science-Based Targets by 2026, including sustainable mobility initiatives that leverage their research capabilities and systematic operational enhancements that support ongoing environmental leadership in the innovation sector.
Lessons for Supporting Innovation Hubs and Research Facilities
The FMCI partnership demonstrated that tailored, comprehensive carbon management platforms paired with strategic expertise can transform how innovation facilities approach environmental leadership. Key insights include:
- Research organisations that apply their analytical methodology to carbon management achieve exceptional results and a competitive advantage in stakeholder relationships.
- Complex multi-facility operations require systematic data integration approaches that respect operational complexity while delivering strategic clarity for management decisions.
- AI-driven analysis is essential for handling diverse operational data sources without overwhelming research teams focused on core innovation activities.
- Framework development must integrate seamlessly with existing research management systems to ensure sustainable adoption and ongoing effectiveness.
- Early strategic focus on high-impact emission sources accelerates meaningful progress while building internal capabilities that complement research competencies.
"Partnering with Mavarick transformed our approach to carbon data from a complex operational challenge into a strategic advantage. Their platform provided the same level of precision and transparency in emissions tracking that we require from our mobility research processes. The comprehensive data management system enables informed decision-making about sustainability priorities while maintaining focus on our core innovation mission."
— Toni Fleming, Office Manager, FMCI
"Working with FMCI reinforced that innovation facilities that approach sustainability with characteristic analytical rigour achieve remarkable results. Their commitment to applying research excellence to carbon management created the perfect foundation for meaningful environmental leadership. Our role was to provide the specialised tools, methodology, and strategic guidance that allowed their team to transform complex operational data into competitive advantage."
— Koen Jasper, Chief Operations Officer, Mavarick

Conclusion
Mavarick's partnership with FMCI demonstrates how innovation facilities can leverage their analytical strengths to achieve environmental leadership that enhances rather than competes with research excellence. Through intelligent data management, comprehensive facility analysis, and strategic framework development, research organisations can transform sustainability from a compliance requirement into a competitive differentiator.
FMCI's success offers a replicable model for how other innovation hubs can meet rising carbon transparency demands while strengthening their core value proposition in increasingly climate-conscious technology partnerships and collaborative research environments.
