Decide with the complete picture in hand.
- Outside records synced with your own, on one timeline
- New pathology, imaging and molecular results flagged
- Prior results on hand, so tests aren’t repeated
= Precision medicine at every visit
Before the visit, Lyfe pulls each patient’s records into one timeline that grows with every visit, then applies guidelines and published evidence to it, with every recommendation tied to its source. Optimized care with less burnout, alongside the EMR you already use.

The fax machine, the folders, the 117-page stack. Then the chart that’s ready before the visit.
A new patient has seen other doctors first. That history sits in other practices, hospitals, labs, pharmacies and imaging centers, and it reaches your team as faxes, scans and PDFs in no particular order. Your staff spends hours chasing it.
pages per new patient, often scanned into one PDF
patients had to redo a test last year because prior results weren’t available
of physicians’ offices got outside records into their EHR, even though 53% received them electronically
Sources: ONC, Health Information National Trends Survey (HINTS) 2024; ONC/NCHS National Electronic Health Record Survey (NEHRS) 2021. Page count is clinician-reported.
With the patient’s consent, Lyfe gathers the records that already exist, cleans and structures them, and keeps one timeline that grows with every visit. Then it applies guidelines and published evidence to that record. Your clinicians review the recommendations and make the call.
*Direct NGS integration coming soon.
One independent GI practice’s first 4 months on Lyfe. Week, month and year figures assume one APP clinic, 5 days a week, 48 weeks a year.
Lyfe pre-screens every new patient against the trials you already have open, before the visit, so a match doesn’t walk out the door unasked. Every enrollment brings per-patient trial revenue.
Source: Unger et al., JNCI 2019.
of patients had no trial available for their cancer at their institution
We curate the integration with your EMR ourselves, so your team keeps working the way it does today. Each clinic is live in under a month, and we handle patient onboarding, the clinician experience and support.
The patient, family caregivers and every clinician on the care team work from the same up-to-date record, shared only on the patient’s terms.
Built on the same record your clinicians see, in the patient’s hands. It explains results and side effects in plain language between visits, and shares with family or a caregiver only with the patient’s permission.
What did my scan show?
No new findings. Your doctor will go over it at Tuesday’s visit.
Side effects to watch?
Fatigue is common early on. Your care team wants a call if you run a fever.
Share with my daughter.
Illustrative conversation.
Records move only with the patient’s consent. A HIPAA business associate agreement comes with every customer.
Encryption at rest and in transit, with data isolated between organizations at the row level.
Audit logging and role-based access for admins, doctors, nurses and staff. EHR connections run on FHIR R4 and SMART on FHIR.
Sign the agreement and BAA.
We connect your EHR and bring your existing patients on.
Your next new patients arrive with their records pulled.
With the patient’s consent, Lyfe pulls records through national health information networks, labs, pharmacies and other practices’ EHRs, and syncs them with the records already in your own EHR. It also takes in the faxes, scans and PDFs your practice already receives. Everything lands on one timeline per patient. Coverage varies by patient, and anything missing is flagged before the visit.
A pre-visit clinical summary in two parts. From the record: what changed, abnormal results and new pathology or imaging. Decision reasoning: guideline-recommended next steps, prior tests already on file, drug interactions to watch and matches against the trials you already have open. Every recommendation is tied to its source, and your clinicians make the call.
It applies clinical guidelines and published evidence to each patient’s longitudinal record and shows the options with their sources. Your clinicians review the basis for every recommendation and make every decision. That combination is what we mean by precision medicine at every visit.
No. We curate the integration with your EMR so your team keeps working the way it does today. There’s nothing to replace.
Any practice or health system where the record from outside your walls changes the care decision. We started in oncology, gastroenterology and urology.
Under a month. You sign the agreement and BAA, we connect your EHR and bring your existing patients on, and your next new patients arrive with their records pulled.
Pricing is based on the size and specialty of your practice or network. Tell us about yours and we’ll give you a number.
Yes. Every customer gets a HIPAA BAA. Data is encrypted at rest and in transit, isolated between organizations, logged for audit and protected by role-based access. Records are gathered only with patient consent, and patient data is never sold.
Yes. Every new patient is pre-screened against the trials you already have open, before the visit. At one GI practice, that came to about 3 more trial candidates a month.
Todd Orlando, CEO · torlando@lyfeco.ai · 310.774.7801