AI & Data Infrastructure

Agentic AI, multimodal LLMs (text, image, audio), synthetic data, digital twins, edge/tiny-ML, and AI safety toolchains are at the forefront of next-gen AI. These technologies matter now more than ever, as scaling laws, rising compute costs, and regulatory pressures drive the shift beyond chatbots—toward autonomous workflows, physically grounded intelligence, and robust safety and alignment frameworks.