Vocare, a technology startup based in Adelaide, is enhancing its speech recognition and pronunciation models using the GIGABYTE AI TOP ATOM system, acquired through a competition win at SouthStart 2026. This advancement allows Vocare to conduct model development, testing, and live speech assessments locally, a crucial step in improving communication for multilingual aged care and disability support workers.
Founded by linguist Seshnie Taylor in 2025, Vocare focuses on aiding care professionals who speak English as a second language. Its technology identifies mispronounced phonemes and offers exercises to improve clarity, with a pilot study showing significant improvement in a participant’s pronunciation score. The company initially collaborated with the Australian Institute for Machine Learning, but needed its own computing resources after the partnership ended.
The GIGABYTE AI TOP ATOM system, equipped with 128GB of memory and 4TB of storage, was provided by XENON, and configured with the help of Solutions Architect Malcolm Haak. This setup enables Vocare to maintain control over sensitive workplace recordings, avoiding the need for cloud services. Machine Learning Engineer Linh Ung noted the system’s impact on speeding up experimentation and testing of new ideas.
Vocare’s in-house capabilities highlight the importance of accessible AI infrastructure for startups handling sensitive data. By owning their computing environment, they can reduce expenses and retain greater control over data. This development aligns with their mission to improve workplace communication and staff retention in care settings.
On November 6, 2026, Seshnie Taylor received the Social Impact Award at the Women in Innovation Awards, along with a $20,000 FoundHer Launch Grant. This support is expected to aid Vocare’s expansion efforts in New Zealand, Canada, and the UK, furthering its impact on multilingual workers in aged care and disability support.
About Vocare
Vocare (Vocare Speech Australia Pty Ltd) is an Adelaide company that helps multilingual frontline care workers speak English with clarity and confidence. Founded in 2025 by linguist Seshnie Taylor, it combines AI-powered pronunciation practice with face-to-face workshops for aged care and NDIS disability support providers. Its mission is to help as many skilled migrants as possible to speak with clarity and confidence in the care sector. Learn more at https://vocare.com.au/
About XENON
XENON designs, builds and supports high-performance computing, AI Factories, AI systems and data storage infrastructure for people solving the world’s most demanding problems. Since 1996, XENON has engineered the systems behind some of Australia’s hardest workloads, from training AI models and sequencing genomes to rendering feature films and executing trades in microseconds. From its Melbourne headquarters and Singapore office, XENON partners with research institutions, universities, government, defence and enterprise customers in Australia and around the world. Build Beyond Limits. Learn more at https://xenon.global/
About GIGABYTE
GIGABYTE is an enabler of next-generation computing, building a foundation for technology innovations that is robust, optimized, trustworthy, versatile, and accessible. Together with a global ecosystem of partners, we translate emerging technologies into real-world impact—accelerating AI adoption, advancing sustainable computing, and empowering businesses, communities, and individuals to unlock the full potential of computing. GIGABYTE. Upgrade Your Life. Learn more about Gigabyte.
Jon Tinberg
XENON Systems Pty Ltd
+61 3 9549 1111
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