As the flagship triennial summit for the global cultural sector, the International Council of Museums (ICOM) General Conference represents the absolute pinnacle of worldwide museum leadership. The landmark 27th edition marked a historic milestone as the very first convened in the Middle East, North Africa, and South Asia (MEASA) region, uniting over 4,500 elite museum professionals, directors, and visionary policymakers from more than 110 nations at the Dubai World Trade Centre.
Selected to address this premier assembly under the theme “The Future of Museums in Rapidly Changing Communities,” Associate Professor Natalia Grincheva delivered a high-impact presentation titled “Data to Power: AI-Enabled Storytelling for Global Museum Influence.” Unveiling her revolutionary Data to Power platform, Prof. Grincheva demonstrated how the system synthesizes institutional APIs and social media metrics with global demographic, mobility, and literacy data. By introducing pioneering metrics like the Collection Reach Power Index and comparing Collection Diversity against Digital Diversity, her framework exposes critical digital disparities and unmapped global markets across 250 countries. Moving far beyond superficial web metrics, her address delivered an actionable blueprint for ethical, data-driven decolonization—empowering global institutions to transcend Western-centric paradigms, rectify historical reach imbalances, and forge truly equitable engagements with underrepresented source communities worldwide.