Mission & Objectives
What MNEME validates within the European Collaborative Cloud for Cultural Heritage, and why.
Our mission
Making Europe’s heritage remember together
MNEME is named after Mnḗmē, the Greek personification of memory and, in Hesiod’s Theogony, mother of the Nine Muses. The choice is not decorative. It reflects an old idea that the creation and preservation of art, history and science are inseparable from memory being kept, and kept in common.
Today that common memory is fragmented. An estimated 90% of cultural heritage has not yet been digitised, and many European institutions run digital systems that cannot talk to each other, leaving isolated repositories that limit cross-institutional research, public engagement and preservation itself. The European Collaborative Cloud for Cultural Heritage (ECCCH), being developed by ECHOES, exists to close that gap. What it needs now is proof that it works in real institutions, under real conditions.
That is MNEME’s mission: to give the Cultural Heritage Cloud a demanding, user-driven validation across five heritage institutions in five countries, and to turn what we learn into evidence, workflows and guidance the whole sector can use. We are not building a rival platform. We are testing an existing one until it is ready for everyone.
MNEME envisions a Europe where heritage professionals can access, analyze and contribute to a shared knowledge ecosystem that crosses institutional boundaries, opening the way to new forms of collaborative research, immersive public experience and innovative preservation.
Our mission
Four pillars, nine objectives
MNEME’s work is organised around four pillars, each addressing a different part of what collaborative heritage management demands: making data speak the same language, capturing and presenting heritage in new ways, changing how people work together, and making sure the result lasts. The pillars reinforce one another. Semantic integration makes AI analysis more accurate, and collaborative workflows build the community that keeps the platform alive after the project ends.
Pilar I
Semantic Data Integration and Knowledge Graphs
Heritage collections describe the same kinds of objects in incompatible ways. Schemas differ, vocabularies differ, and legacy records carry gaps and inconsistent terminology. MNEME builds a CIDOC-CRM based semantic mapping framework with automated vocabulary alignment and expert validation, supported by an AI-enhanced metadata enrichment pipeline.
Objective 1. Semantic interoperability across diverse heritage collections.
A unified semantic data model covering all pilot collections.
Target: over 95% metadata completeness and semantic consistency.
Objective 2. Automated cross-institutional knowledge discovery and linking.
So that an object in one museum can surface its relatives in another.
Target: more than 50 meaningful semantic links between pilot collections, validated at over 90% accuracy.
Pilar II
Advanced Digital Documentation and Immersive Technologies
Documentation is slow, and heritage objects vary enormously in material, type type and condition. MNEME brings AI-driven analysis, autonomous 3D capture and web-based immersive experiences into one pipeline, all feeding the Cultural Heritage Cloud through standardised APIs.
Objective 3. AI-driven analysis for automated documentation and condition assessment.
Multi-modal methods combining computer vision, spectral analysis and contextual information.
Target: over 30% reduction in manual documentation time, with over 85% accuracy in automated analysis.
Objective 4. Robotic scanning systems for autonomous, high-precision 3D capture.
Designed around collaborative human and robot workflows rather than replacing the specialist.
Target: over 90% automated capture accuracy for standard artefacts, with under 5% manual intervention.
Objective 5. AR and VR applications for immersive experiences and professional workflows
Built on a web-based framework so they work across devices.
Target: over 80% user satisfaction in professional contexts and over 75% adoption among trained users.
Pilar III
Collaborative Workflows and User-Centric Design
Technology rarely fails on technical grounds alone. It fails when it does not fit how people actually work. MNEME treats heritage professionals as co-designers, using human-centred design, iterative feedback and capacity building across several institutions, languages and cultural contexts.
Objective 6. Participatory co-creation methodologies for heritage technology development.
Validated and documented as a reusable framework.
Target: over 85% user adoption across pilot institutions and over 90% satisfaction with the co-creation process.
Objective 7. Improved collaborative research and conservation workflows.
Flexible API-based connections and incremental adoption pathways for institutions at different levels of digital maturity.
Target: over 25% improvement in cross-institutional project completion time and more than three collaborative research projects initiated.
Pilar IV
Open Architecture and Sustainability
A validation project is only useful if its results outlive it. MNEME is built as modular microservices with standardised APIs, developed in the open, and coordinated continuously with ECHOES so the work stays aligned with the Cultural Heritage Cloud as it evolves.
Objective 8. Full ECCCH compliance and seamless integration with existing infrastructure.
Including the core tools OCRA, VTL and CIT.
Target: 100% compatibility with ECCCH core tools and standards, with response times under 2 seconds for integrated operations.
Objective 9. A sustainable, community-driven development model.
Open-source licensing, contributor guidelines and community governance for long-term platform evolution.
Target: more than 10 external institutions expressing adoption interest and more than 5 active community contributors beyond the consortium.
What success looks like
Over
95%
metadata completeness across all pilot collections
Over
25%
improvement in visitor dwell time and satisfaction scores
Over
90%
of pilot artefacts available through multiple access modalities
More than
50
meaningful semantic links between pilot collections
Under
3s
Content load times
Over
99%
system uptime
More than
1000
unique online users
More than
10
10 educational institutions using platform content
Beyond Block
Today that common memory is fragmented. An estimated 90% of cultural heritage has not yet been digitised, and many European institutions run digital systems that cannot talk to each other, leaving isolated repositories that limit cross-institutional research, public engagement and preservation itself. The European Collaborative Cloud for Cultural Heritage (ECCCH), being developed by ECHOES, exists to close that gap. What it needs now is proof that it works in real institutions, under real conditions.
See how this works in practice →