For speech-language pathologists (SLPs), performing accurate language assessments is crucial, but it’s also time-consuming. To tackle this problem, Levi Wilson, an entrepreneur from Utah, founded MISL.AI, an AI-powered platform designed to streamline the assessment process.
MISL.AI merges powerful artificial intelligence with an academic framework called the Monitoring Indicators of Scholarly Language (MISL), developed by Sandi Gillam at Utah State University. Conventionally, analyzing language samples involves recording, manually transcribing, and analyzing speech, which can take hours. MISL.AI provides SLPs with an AI-powered solution that instantly transcribes speech, applies a validated scoring rubric, and tracks patient progress—dramatically reducing analysis time from hours to seconds.
To build on his vision, Wilson joined the Master of Business Creation (MBC) program at the University of Utah. “The MBC’s unique way of applying coursework directly to my company’s needs has sharpened our focus,” Wilson said. “The mentorship and guidance from the program have helped us prioritize our goals and stay on track.”
After working at venture studios and university tech transfer offices, Wilson saw a significant need in speech-language pathology. Inspired by his wife, an SLP, he realized that many were not doing language sample analysis, even though it is considered the best practice, due to time constraints.
“After interviewing over 100 SLPs, including my wife, I identified a big problem: the gold-standard practice of taking language samples was often ignored simply because it takes too long,” Wilson said. This insight led to the creation of MISL.AI.
MISL.AI streamlines this process, cutting hours of work down to just seconds. “Our AI tool automatically transcribes audio, uses the validated scoring rubric, and tracks a child’s language development over time,” Wilson said. This leads to a significant decrease in workload, allowing SLPs to spend more time on personalized care and treatment.
Since its launch, MISL.AI has quickly attracted attention from school districts, universities, and individual SLPs. With over 300 SLPs onboard and an active minimum viable product, the company has validated both its technology and market presence.
An early highlight includes making initial sales and forming strategic partnerships with educational institutions, showing a strong market fit and clear benefits.
Ultimately, Wilson’s vision for MISL.AI goes beyond technology. “I want MISL.AI to truly improve the quality of life for people with speech and language challenges,” Wilson emphasized. “Our technology makes it easier for SLPs to consistently provide the highest standard of care.” By making it easier for SLPs to follow best practices, MISL.AI improves diagnostic accuracy and creates more personalized treatment.
With plans to become a trusted partner in education and healthcare technology, MISL.AI is set for significant growth. By continually refining its AI technology and expanding partnerships, MISL.AI aims to reduce burnout among SLPs while improving therapy results for many clients.
To learn more about MISL.AI or to try their innovative tool, visit misl.ai.
