Jul 7, 2026
Peter Swimm, Founder of Toilville, is a conversational AI pioneer, and he describes the transformation in healthcare resulting from the use of AI and large language models to address clinician burnout and improve patient outcomes. He emphasizes that technology should adapt to practitioners' workflows rather than forcing practitioners to change their behavior. Human oversight is essential to ensure accuracy and transparency, and Peter advocates for a culture shift where time saved through the use of AI is reinvested in higher-quality patient care and clinician satisfaction.
Peter explains, "I think a lot of people think of their problems as a unique snowflake in the world. I think if we boil the ocean down to its elements, it is an understanding of the system of its inhabitants. And so we do a lot of work with small businesses and clients who typically have worked for big companies, and they've chafed at all the rules and the boundaries and the problems. They leave the big company and want to run their own show, but they lose that infrastructure."
"A lot of times, they turn to tools like AI and automation, or they buy software products that don't entirely fit their thinking. And so we help them negotiate that pattern where the technology molds to what the presentation layer is and how you want to treat things and handle your data. And you don't change away from what your competitive advantage is, which is being a unique and talented person who runs the show the way they see best."
"So I think the challenge is, don't let your FOMO be FAFO. Just because everyone's telling you to do AI and you don't really understand it and you don't see the positive outcomes, don't assume it's like a lack of training on your part."
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