
Unlock new possibilities with Open and Responsible AI for all.
We are a boutique research and development company, a public benefit corporation, bringing capabilities of AI systems to people who needs most.
We are committing resources to fund initiatives that accelerate progress towards AI for Good projects, ensuring AI applications are maintained and aligned with human values, safe, responsible, and inclusive for all.
Developing safe and responsible AI requires people from a wide range of disciplines and backgrounds. We are a highly collaborative small team with experience from various disciplines to create and make large-scale AI datasets and models publicly available to benefit all.

Safe and Responsible AI for Wellbeing and Education
Linarite is committing resources to fund solutions that accelerate progress toward open, safe, and responsible AI models for Wellbeing and Mental Health to benefit all. Our mission is to create an international public community for contributions and develop open datasets and models to accelerate AI innovation for Wellbeing, Mental Health and Education.

“We are re-defining conversational AI in a simple way”
We are creating a sustainable market where businesses can create and deploy safe and controllable virtual AI agents.
We believe that Conversational AI agent is not a solved problem. It is not ready to be used safely, in a responsible way.
“We do not know yet how to make AI Agent controllable and safe.”
We are targeting to answer the following questions
How do you make AI agents controllable?
How do you deploy AI agents safely and responsibly?
How do you make AI agents useful for people?
We named this new Safe and Controllable AI agent as
LiNAROiD™
Controllable, multi-modal, multi-turn, and multi-session, safe and private conversational AI agents
We are building three applications
for public benefit
LiNAROiD Mentor for Mental Health Education
Safe, Equitable, Unbiased, and Responsible Applied AI for Mental Health Education
Helping psychology student personalize their education and improve their skills
Addressing the shortage of well-trained mental health provider
LiNAROiD Coach for Parents
Helping parents be more connected with kids with better and more educated, and dialog-based conversations
Providing them tips and guidance to resolve conflict
Mediator between parent and child
LiNAROiD Care for Aging Population
Helping caregivers for the aging population to be more alert and proactive in daily living activities
Addressing social connection, loneliness for the aging population

What we are building requires core research, engineering, and open collaboration with multi-disciplinary experts in the core.
We are looking to collaborate and work together to make LiNAROIDs safe and efficient.
Core Research
Making LiNAROiDs Safe, Responsible, Equitable, Unbiased and Measurable
Making LiNAROiDs Controllable and Stateful
Making LiNAROiDs Privacy Preserved and Personalized
Core Engineering
Developing Platform to Support LiNAROiDs Lifecycle, Create/Update/Deploy to Production
Cost-Efficient Model Training and Inference Practices
Enterprise Ready with Access Control, Encrypted, Secure and Private
LiNAROiDs™ are sent to school
Being Trained……
If you are interested in collaborating and contributing to any open initiatives, please get in touch with us.