# Tencent Cloud launches physical AI data and training stack, plans TCLake XPhysis

> Original title: Tencent Cloud Launches Data and Training Stack for Robots and Self-Driving, Plans TCLake XPhysis

- Source: Pandaily
- Published: 2026-10-31T03:06:23.000Z
- Bad Influence: https://badinfluence.news/items/zwysp7mepgn1ehr8km77jjq9o
- Original: https://pandaily.com/tencent-cloud-physical-ai-multimodal-data-training-inference-embodied-autonomous-driving-tclake-xphysis

## Summary

Tencent Cloud launched an integrated multimodal data processing and model training and inference solution for physical AI, covering embodied intelligence and autonomous driving, at the 2026 Tencent Global Digital Ecosystem Summit on October 30. It says the stack cut data preparation from 15 days to two, raised GPU utilization nearly 200 percent and reduced average daily cost per GPU by 35 percent. The company also announced it will release TCLake XPhysis, a platform covering the full physical AI engineering chain.