Self-driving labs integrate artificial intelligence with automated hardware to synthesize data and conduct experiments without human intervention. This convergence accelerates the discovery of new materials and chemicals. Researchers now automate the iterative loop of hypothesis and testing. This shift reduces manual lab labor and speeds up the deep tech development cycle.