In a Cal Fussman podcast episode timed to Ash's launch, Slingshot AI co-founder Neil Parikh explains what sets the app apart. He frames Ash against a stark access problem, with nearly 40% of Americans living in Mental Health Professional Shortage Areas, and describes Ash as "a very different breed of AI than ChatGPT." Rather than following commands like a typical assistant, Ash "questions like a therapist," guiding rather than instructing. Parikh notes the app had already been tested by roughly 50,000 people and "has helped many" ahead of its public launch as a free service. The conversation positions Ash as a purpose-built tool for everyday mental health support rather than a general-purpose chatbot.