Within-person, over time
Neuroljus begins with individual patterns before universal answers about autism. It explores whether structured observations over time can help caregivers see with more care and less guesswork.
Care intelligence · Swedish care logic · future health technology
Neuroljus
Neuroljus transforms lived caregiving knowledge into structured routines, local observations, and open protocols for future health, research, and assistive robotics.
We are building the first layers: language, method, local prototype, open protocols, and research path. The vision is larger than an app: caregiving knowledge as part of future health infrastructure.
Core
Born from real care
Elizabeth's experience as an economist and caregiver is the project's foundation: careful observation, systems knowledge, care work, and respect for what is not always expressed through speech.
The long-term question
When future care includes AI, sensors, and robots, they need to learn from real care: one person, one context, one routine, one next step.
Robotics as a horizon
Assistive robotics can support routines, environments, handoffs, and communication. Neuroljus builds the protocols that make that support understandable, traceable, and adaptable.
The path forward
From everyday care to health infrastructure
The work now is to build the layers that make caregiving knowledge useful for families, municipalities, research, clinical partners, and future care technology.
- Develop observation and routine tools that fit everyday care.
- Make protocols portable so researchers, open projects, and future devices can build on them.
- Seek university and clinical partners for layers that require validation, evidence, and research responsibility.
- Build privacy, consent, traceability, and local control as technical properties from the beginning.
What we design now
The first layer of future care intelligence
Neuroljus begins in everyday care and builds toward larger integration: research, clinical science, welfare systems, open protocols, and assistive technology.
Caregiver intelligence
Everyday care contains expertise. Neuroljus turns observations, handoffs, and uncertainty into structured design material.
Start a conversationObservation method v0
A first structure for separating what happened, the context, caregiver interpretation, uncertainty, and what actually helped.
Try the templateNL-VISION lab
A local observation layer for optional visual signals, built for privacy and future research connection from the first line of code.
Open the labFuture Care Room
An interactive care-room simulation where light, sound, distance, and rhythm become a living care protocol for future robot and adapter work.
Enter the roomClinical-science anchor
Dialogue with universities, researchers, and clinical environments that can help Neuroljus grow toward validated layers for research, diagnostic support, and care infrastructure.
Start a dialogueNL-VISION
Current technical layer
NL-VISION is a local observation layer for face, hands, and simple signals. It shows how everyday technical signals can be structured for reflection, research, and future integration.
Open NL-VISIONDesign principles
- The caregiver authors routines, context, and goals.
- Local observations prioritize privacy and control near the person.
- Uncertainty is preserved as data so the system can learn without pretending to know more than it knows.
- Clinical and diagnostic layers are developed with qualified research and care partners.
- Family, caregivers, professional care, and future technology belong to the same support network.
Collaboration
For universities, researchers, and ethical collaborators
Neuroljus is seeking clinical-science anchors: environments where lived experience, technology, autism research, data protection, and Swedish care logic can become future health and care infrastructure.