Enrollment, at the speed of trust.
AI-native participant identification and trial awareness, empowering clinical research.
Improved trial efficiency. Reduced screening failure. Higher site ROI.
Built on a live network, not a projection.
- 0+
- connected practices
- 0+
- EHRs
- Decades
- of healthcare data infrastructure
Feasibility and enrollment start in the exam room.
Sponsors get real patient data instead of projections because that relationship already exists. Physicians and health systems get a tool that fits inside work they're already doing, because it was built to sit there from the start.
See your real patient population before you activate a single site.
Skip the questionnaire estimates and the investigator intuition. This is a protocol-level view of eligible patients, powered by longitudinal EHR data from real patient records.
76% of sponsors report overestimating their eligible population.
- 31%
median enrollment shortfall against the planned sample size
- 11%
of sites enroll zero patients
- 40%+
of trials amend their protocol before the first patient visit
- $600K to $8M
per day lost to enrollment delays in late-stage trials
- $50B
per year lost to slow enrollment across the industry
What changes
Your protocol is matched against real, longitudinal patient records, not projections, before you commit a single site budget.
What you get
- Fewer dead sites
Sites are chosen on real eligible counts, not questionnaire estimates.
- Faster enrollment
Candidates are identified and evidenced before the site opens, not after.
- Lower amendment risk
Criteria are tested against real records before they are locked.
- Trials that run efficiently
From feasibility to last patient in, on one continuously updated view.
From protocol to patient, without the manual middle.
- 01Ingest
Inclusion and exclusion criteria extracted straight from the protocol.
- 02Understand
Every patient record, structured and unstructured (notes, labs, imaging, history), becomes one continuously updated, FHIR-native record.
- 03Match
AI scores and ranks patients against every active protocol, continuously, in the background.
- 04Review and consent
Physicians review evidenced matches inside their existing workflow. Nothing moves without consent.
- 05Enroll
Ranked, audit-ready candidates reach coordinators ready for outreach, not a stack of charts.
Your data stays inside your walls. Every match traces back to source.
- Certified
HITRUST e1, SOC 2, HIPAA and ONC Certified Health IT, with FHIR-native interoperability.
- Inside your EHR
FHIR-native and SMART on FHIR compatible, working inside all compatible EHRs with no custom integration required.
- Audit ready
Every action is logged, with a full trail from source document to decision.
- Consent first
Nothing moves without the patient's consent and the physician's approval.
The research behind it
The Enrollment Gap
Why eligible clinical trial participants are already in your EHR
Why four in five trials miss their enrollment timeline while the eligible patients sit inside the EHR, and how academic medical centers close the gap with longitudinal patient intelligence.
18 min read · for research leadership and research operations
Improve your trial matching.
We will walk you through how it works.
