Driver impairment is a growing concern for automotive industry. This presentation will cover how to develop solutions to detect health and impairment of drivers through physiological and cognitive states monitoring (e.g., cognitive load, stress). We will discuss the challenges to develop and validate such solutions, covering which data to use, which sensors, and which ground truth. We will also describe the relevant use cases of such solutions for in cabin focusing on safety, well-being, and user experience.