Trial matching · for physicians & coordinators
AI-powered
trial matching,
in minutes, not hours.
Match a patient at the point of care against your clinic's internal clinical trial protocols, with a browser extension that runs on top of your existing EHR. Clinical trial coordinators can also screen patients in an existing database against protocols for clinical trials or real-world evidence studies.
0%
fit score
NCT05912843
Phase 2 · Oncology
0%
fit score
NCT06122031
Phase 1 · Neurology
0%
fit score
NCT04998771
Phase 3 · Cardiometabolic
Illustrative interface showing matches against a clinic's internal trial protocols.
Compatible with the EHRs physicians already use
Logos shown for reference. Lindr is not affiliated with or endorsed by these companies.
The problem
Patients make treatment decisions without seeing the trials they qualify for.
Medical innovation is accelerating faster than any single physician can track, and the patient pays the price.
of patients say they're willing to participate in a clinical trial. Lack of awareness, not lack of willingness, keeps them out.
CISCRP Perceptions & Insights Study, 2025
of patients have ever been invited to participate in a clinical trial by a healthcare provider, even though most say they'd prefer to hear about it from their doctor.
Occa et al., Preventive Medicine Reports, 2022
of eligible patients enroll in a clinical trial. Awareness and access are still the bottleneck.
Applied Clinical Trials Online, 2024
Why now
Medical innovation is accelerating faster than physicians can keep up.
Clinical trials started in 2024
Up 5.5% year-over-year. Novel modalities are now too complex to track by hand.
Citeline, Annual Clinical Trials Roundup 2025
Precision medicine growth
New targeted therapies, cell & gene therapies, and biomarker-driven trials reach the clinic faster than any physician can track.
Precedence Research, 2025
Now
AI reads eligibility in seconds
LLMs can finally parse dense trial inclusion/exclusion criteria, making real-time trial navigation newly possible.
LLM capability inflection, 2024–26
The solution
Patient matching for physicians and clinical trial coordinators.
Match a patient at the point of care, or screen patients in an existing database. Use your clinic's internal clinical trial protocols or protocols for real-world evidence studies.
Patient EHR & clinical data
Any EMR, including Epic, Oracle Health, and athenahealth.
Physician notes & input
Clinical context beyond the chart.
Existing patient database
Patient records for clinical trial coordinators to screen against study protocols.
Matches patient EHR data, physician notes, or records from an existing patient database against your uploaded protocols. Supports point-of-care trial matching and database screening for clinical trials or real-world evidence studies.
Works with any EMR
Internal clinical trial protocols
Your clinic's trial protocols and their inclusion and exclusion criteria.
Real-world evidence study protocols
Study protocols for coordinators to screen patients in an existing database.
ClinicalTrials.gov
Public trial listings from ClinicalTrials.gov, matched against the same patient data.
For physicians · the end user
Match a patient at the point of care against your clinic's internal clinical trial protocols.
For clinical trial coordinators · the end user
Screen patients in an existing database against protocols for clinical trials or real-world evidence studies.
Clinics & practices · the customer
Equip physicians and clinical trial coordinators with protocol-based patient matching and screening.
Clinics subscribe
·Physicians + patients use it free
Our approach
Your protocols. Your patients. Clearer matches.
Lindr matches patient information against the eligibility criteria in your protocols, supporting physicians at the point of care and clinical trial coordinators screening existing patient databases.
Built around your protocols
Match patients against the requirements of your studies.
For care and research teams
Matches patients in the background and surfaces relevant opportunities at the point of care, helping physicians save time, assess fit, and reduce overlooked opportunities.
Start with your study
Add your study protocol to screen patient records against its eligibility criteria.
For clinics
We win when our clinics win.
Three economic drivers we're validating with pilot clinics: value the clinic captures long before Lindr's fee.
Driver 01
Patient retention
Patients stay and continue care when matched to the right trial. That's the core value we're validating.
Driver 02
Physician productivity
Match patients against the clinic's internal clinical trial protocols at the point of care, reducing manual eligibility review.
Driver 03
Premium differentiation
Cutting-edge trial access sets the clinic apart in a competitive market.
Drivers are hypotheses under active validation with pilot clinics.
How we're different
Why Lindr wins.
Lindr supports physicians at the point of care and clinical trial coordinators screening existing patient databases, using the clinic's trial and study protocols.
Our edge
EMR-agnostic trial matching and referral automation for clinics and practices, with physicians and clinical trial coordinators as the end users.
Get involved
Run a clinic, lead a practice, or invest in emerging medicine?
Interested in bringing protocol-based patient matching to your clinic or practice? Let's talk about your clinical trial and real-world evidence study workflows. We also welcome conversations with mission-aligned investors.