Naoo AG, operator of the social media and commerce platform naoo, has launched METIS, a real-time experimentation infrastructure designed to continuously optimize user experience, platform performance and monetization. This represents the third core AI infrastructure initiative within the naoo ecosystem, following the previously introduced GAIA data infrastructure and Modelknife machine learning framework.
The launch follows the successful rollout of naoo Generation V at the end of March 2026, which resulted in a significant increase in user activity with feed impressions approximately doubling. This development confirms the effectiveness of the underlying system and provides the basis for further optimization through real-time experimentation.
METIS enables naoo to test and improve all elements of the application in real time, including content ranking, user interface elements, engagement features and AI-driven personalization. By continuously measuring how users interact with the platform, naoo can rapidly identify which features create the most value and scale these improvements across the user base. The system operates as an integrated layer within naoo's technology stack, connecting real-time data ingestion, event tracking and performance measurement with a centralized experimentation environment.
This infrastructure enables naoo to validate product decisions based on measurable outcomes and implement improvements at significantly higher speed compared to traditional development cycles. For naoo, this represents a fundamental shift toward a data-driven operating model where product development, AI optimization and monetization logic can be continuously tested and refined based on real-world performance.
David Liu, Lead Data Scientist and Head of AI at naoo AG, commented that at scale, the ability to continuously test and compare different versions of every feature is what differentiates high-performing platforms. "With METIS, we can systematically evaluate what works best and continuously apply those improvements across the entire platform," Liu stated.
Thomas Wolfensberger, Founder and major shareholder of naoo AG, noted that the strong increase in impressions following the Generation V rollout demonstrates the effectiveness of the new platform, and METIS enables systematic scaling of these improvements. The company expects METIS to contribute to further increases in user engagement, improved retention and more efficient monetization over time, supporting the long-term scalability and performance of the naoo platform.
This development is significant because it represents a shift toward continuous optimization in social media platforms, where real-time data drives immediate improvements rather than traditional development cycles. The doubling of feed impressions following the Generation V rollout demonstrates the tangible impact of such infrastructure investments on platform performance. For users, this means more personalized and engaging experiences, while for the industry, it sets a new standard for how social platforms can leverage AI and real-time experimentation to improve both user experience and business outcomes. The system's ability to connect digital attention with measurable real-world outcomes, as detailed in the company's approach to creator-led media and local activation, represents an evolution in how social platforms create value beyond traditional engagement metrics.
