2025
Doses AI Featured in Forbes at Meta LlamaCon 2025
Doses AI was featured in Forbes' coverage of Meta's LlamaCon 2025, recognised for its work applying large language models to on-device health applications. The feature highlights the company's approach to privacy-first health AI and its use of Meta's Llama models.
The Forbes Feature
Forbes highlighted Doses AI as one of the standout participants at LlamaCon 2025, Meta's annual conference showcasing the Llama ecosystem and the organisations building on it.
The coverage positioned Doses AI within a growing wave of companies leveraging open-source AI models to tackle problems in regulated, privacy-sensitive industries. While many health AI startups have adopted cloud-first architectures, Forbes identified Doses AI's on-device approach as a notable departure from the prevailing model.
LlamaCon was Meta's dedicated conference for the Llama developer ecosystem, showcasing applications built on Llama models across healthcare, education, scientific research, and enterprise. The event highlighted the growing maturity of open-source AI and its ability to compete with proprietary alternatives in real-world, production-grade applications.
On-Device, Not On-Cloud
The Forbes piece specifically called out Doses AI's commitment to running all health AI on-device — a direct contrast to the cloud-first approach taken by most health tech startups. In an era of growing privacy concerns, particularly around health data, this architectural decision resonated with the Forbes audience and the broader LlamaCon community.
Where conventional health AI products upload food photos, symptom logs, menstrual cycle data, and baby care records to cloud servers for processing, Doses AI's models run inference locally on the user's smartphone. No data leaves the device. No cloud servers process personal health information. The phone is both the data store and the inference engine.
Building on the Llama Ecosystem
Doses AI's product suite leverages Meta's open-source Llama models for on-device reasoning across multiple health applications. The Llama ecosystem provides the conversational intelligence layer, generating health insights and enabling voice-first interaction.
As a $100K Llama Impact Grant recipient, Doses AI is part of a growing community of organisations demonstrating that open-source AI can deliver production-quality results in sensitive domains where privacy and data sovereignty are not optional, but essential.