Data streaming as a solution for trustworthy and reliable next-generation AI Agents

Alien provides the data infrastructure layer that next-generation AI agents need to operate reliably in the real world — one where data quality, trustworthiness, and legal compliance are not optional but foundational. Our data-streaming technology connects AI systems to verified, licensed, and up-to-date data sources through APIs that ensure traceability, lawful reuse, and transparent compensation for data providers.

AI agents can only act responsibly when they are grounded in authentic, contextual data. In real-world settings — from engineering and science to culture, education, and media — access to accurate, legitimate information is essential to avoid misinformation, bias, and IP violations. Alien’s platform enables agents to query, retrieve, and learn from trustworthy data in real time, while maintaining full compliance with European data and copyright law.

Within the consortium, Alien would:

• Provide its rights-aware data-streaming layer as the data backbone for AI agents interacting with dynamic, multimodal data.

• Develop secure connectors for open, institutional, and industrial datasets to ensure interoperability and provenance tracking.

• Contribute to agent architectures that integrate real-time data retrieval, licensing logic, and evidence citation.

• Pilot domain-specific use cases (science, culture, engineering) demonstrating how compliant data access improves performance, auditability, and user trust.

By embedding Alien’s streaming infrastructure, the consortium can ensure that next-generation AI agents are not only intelligent, but accountable — learning and acting on data that is transparent, lawful, and truly European in its values.