Encord secured €50M Series C led by Wellington Management, bringing total funding to €93M as physica...
The AMW Read
The article updates the player map for Data Infrastructure (05.§2) by highlighting its critical role in the Physical AI (10.§2) transition from pilots to production, specifically regarding multimodal sensor data requirements.
Encord secured €50M Series C led by Wellington Management, bringing total funding to €93M as physical AI systems transition from pilots to production. Platform data surged from 1 to 5 petabytes in 12 months, exceeding 3x GPT-4's training data, while revenue from physical AI customers grew 10x. The core insight: data readiness now trumps model scale for physical AI applications. Unlike text-based LLMs, robots, drones and autonomous systems require domain-specific, multimodal data pipelines spanning video, sensor streams and 3D point clouds. With 400M+ AI-driven robots projected online within four years and the physical AI market exceeding €25B, infrastructure players solving the data layer challenge are positioned to capture substantial value as deployment scales.
