Tignis is a developer of AI and ML automation and process control solutions for the semiconductor industry. It offers physics-driven AI models that allow users to understand how their equipment will operate in new modes. The company caters to semiconductor equipment manufacturers, wafer fabs, and components and materials suppliers.