Large language models can train on the internet. Robots cannot. Physical AI must learn from scarce real-world interactions involving vision, touch, motion, and physics. Collecting that data is slow and expensive.

Infosys has launched Topaz Fabric, a composable stack of AI agents and services designed to unify enterprise IT operations while keeping humans in the loop. The platform reflects a growing shift toward human-guided automation — blending AI efficiency with oversight and accountability. With over 50 specialized agents and modular integration across major platforms, Infosys is betting that controllable, auditable AI will define the next phase of enterprise adoption.