Ingest
Read every signal
Luna parses EHR notes, labs and genomics in real time, structured or not.
Nxtcure Labs reads a patient’s full clinical picture and builds a complete AI treatment plan, from the options they qualify for through to the first appointment. In minutes, not months.
HIPAA-grade infrastructure · A clinician can step in at any point

Backed by Y Combinator and Antler
Founded at Harvard and MIT
Our partners
The institutions and infrastructure behind Luna, from the national cancer research effort to the frontier models she reasons with.
Most tools stop at a list of links. Luna keeps going. She assembles records across providers, screens every option a patient qualifies for, writes the plan and contacts the care teams on the patient's behalf.
Luna run · Patient A
RunningRecords assembled
Pulled notes, labs and pathology from 3 providers
Options screened
18,412 treatment options against full eligibility criteria
Plan drafted
Four ranked options, each cited back to the record
Care team contacted
Dana-Farber, awaiting a screening slot
Luna reasons over the full clinical picture, notes, labs, genomics and history, then builds a ranked plan of the treatments and studies each patient actually qualifies for, before the window closes.
Option 1 · Targeted therapy
Osimertinib plus chemotherapy · Dana-Farber · 10 miles away
Why this option: the biomarker panel dated 12 Mar confirms the EGFR deletion. The one unmet criterion is flagged for the care team rather than hidden.
Nxtcure Labs reads the full clinical picture, reasons like a specialist, acts on the requirements of every treatment option and monitors every outcome, all inside HIPAA-grade infrastructure, with a clinician always able to step in.
Ingest
Luna parses EHR notes, labs and genomics in real time, structured or not.
Reason
Clinical reasoning models weigh each patient against live eligibility criteria for every option.
Act
Inquiries are drafted, sent and followed up on end to end, with a full auditable trail.
Monitor
Every decision is measured and fed back, so the system compounds accuracy over time.
A ranked AI treatment plan, expert recommendations and Luna herself, so patients understand their options and get to treatment faster, from anywhere.
Treatment options screened for every plan
Patients reached through the platform
To build a patient an AI treatment plan
Clinic partners (coming soon)
Patients pay for the app. Clinics pay per seat. Sponsors pay only when a patient actually enrolls.
For patients and families managing a diagnosis.
For clinics and health systems running a caseload.
For sponsors and CROs filling trials.
Enterprise and pharma agreements are billed annually. A BAA is in place before any patient data moves.
Join the clinics and health systems putting the world’s most comprehensive cancer AI agent to work.