Neverlost Systems

Patient-side AI software that makes complex healthcare needs easier to communicate.

We’re developing tools to help patients express what’s happening, identify what matters for their care, and prepare information they can review and choose to share.

Starting with POTS and EDS patients and families. Designed to work alongside existing healthcare systems.

The communication gap

Communicating complex needs takes time and energy.

Patients need to explain changing symptoms, how daily life is affected, and what help they need. Fatigue, brain fog, and limited appointment time can make that difficult.

Healthcare professionals need clear, relevant information to understand those experiences and determine how to help.

Our guiding question

What work can we take off the patient’s plate?

We’re building Neverlost to reduce how much patients have to organize, remember, and reconstruct as they move through care.

The initial product

Making that communication easier

We’re developing patient-controlled tools to make complex healthcare information easier to capture, prepare, and communicate.

Capture your experience

Express changes, concerns, and questions when you have the capacity.

Prepare relevant information

Bring your experiences and supporting records into a draft for a particular care interaction.

Review and choose what to share

Correct suggested information, keep uncertainty visible, and decide what others receive.

Neverlost OS — In Development

One patient-controlled context layer.

Neverlost OS is the shared infrastructure we’re developing to carry important context between care interactions. The goal is to keep information connected to its sources, preserve uncertainty and corrections, and support patient control over what gets shared.

Three working prototypes informing that development

Working prototype

Neverlost V2

Organize and examine source-linked evidence in context.

Compare records, review what the evidence supports, and trace conclusions back to their sources.

Explore the prototype

Working prototype

Case Navigator

Turn reviewed information into timelines and referral or disability preparation drafts.

Keep sources and unresolved questions visible, with human review before information moves forward.

Explore the prototype

Working prototype

Full Human Pathway

Coordinate the person’s broader situation and prepare the next handoff.

See what can be prepared now, what still needs clarification, and who needs to review the next decision.

Explore the prototype

Shared integration and commercial validation remain in development. Public demonstrations use fictional / synthetic cases.

Initial focus

Starting with POTS and EDS.

We’re beginning with POTS and EDS — a highly engaged patient community that has already built strong networks for sharing knowledge, experiences, resources, and support while navigating complex, fragmented care.

January–March 2027

Pilot 01: Patient value

Test one focused workflow with POTS/EDS patients to understand whether it makes care preparation and communication easier.

April–June 2027

Pilot 02: Preparing for organizational adoption

Refine the workflow using Pilot 01 findings and prepare it for use within healthcare organizations as readiness and funding allow.

July 2027 onward

Expansion

Test and validate new workflows, guided by findings from the first two pilots and as readiness and funding allow.

About

Why I built Neverlost

Jeff Summerhays, Founder

I started Neverlost after seeing how much work it took to communicate my own complex health needs. Even with a knowledgeable care team, I still had to bring information together and explain what was happening before others could help.

I began documenting what helped: organizing records, preparing for appointments, and connecting my experiences to the questions my providers needed to answer.

That process became the starting point for Neverlost. I’m building software to make that preparation and communication easier for other patients and the people supporting them.

January 2027 pilot

Join the waitlist

Get updates on Neverlost and opportunities to take part in our POTS/EDS pilot.