Generative AI (G-AI) is a powerful tool, but it often behaves in ways that make automation unreliable, costly, and difficult to scale. "After three months of experimentation with multiple G-AI engines, our team at DesignAndBusiness developed State AI (S-AI) — a framework designed to mitigate these problems by introducing state-driven workflow control", says Arash Kharabi, who directed the project.