Adelaide-based technology startup Vocare is enhancing its artificial intelligence capabilities by developing speech recognition and pronunciation models using GIGABYTE AI TOP ATOM technology. This advancement comes after Vocare won a competition at SouthStart 2026, securing the compact AI computing system through XENON. Installed in April 2026, the system has allowed the startup to conduct model development, testing, and live speech assessments using local computing infrastructure.
Founded in 2025 by linguist Seshnie Taylor, Vocare focuses on creating speech AI solutions tailored for multilingual aged care and disability support workers. The technology aims to bridge communication gaps between these professionals, who often speak English as a second language, and the individuals they assist. By identifying mispronounced phonemes and suggesting targeted exercises, the platform significantly improves speech clarity. A 42-day pilot study showed a participant’s pronunciation score jump from 33.8% to 72.2% after completing a single exercise 72 times.
Initially, Vocare’s machine learning technology was developed with the assistance of the Australian Institute for Machine Learning (AIML), which contributed 300 hours of engineering support. However, upon completing the project in March 2026, Vocare required dedicated GPU computing resources to continue training. The opportunity to win the GIGABYTE AI TOP ATOM provided a cost-effective solution, circumventing the financial burden of purchasing suitable hardware or dealing with recurring cloud computing expenses.
In collaboration with XENON Solutions Architect Malcolm Haak, Vocare’s team configured the AI TOP ATOM system, establishing secure remote access. This infrastructure supports live pronunciation assessments and model training using a proprietary dataset of over 30,000 annotated workplace voice samples. Machine Learning Engineer Linh Ung highlighted that owning the hardware accelerates experimentation, enabling rapid testing of new ideas without dependence on third-party cloud APIs.
This development underscores the critical role accessible AI infrastructure plays for early-stage tech companies handling sensitive data. By maintaining control over its computing environment, Vocare reduces ongoing training costs and preserves the confidentiality of workplace recordings. The company’s efforts in enhancing communication have been recognized, with Seshnie Taylor receiving the Social Impact Award at the Women in Innovation Awards in Adelaide, alongside a $20,000 FoundHer Launch Grant.
Vocare plans to leverage this grant to expand its services among multilingual workers in aged care and disability support, with potential growth into markets in New Zealand, Canada, and the United Kingdom. The company also seeks to aid providers in improving staff retention through more effective workplace communication.
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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