Cases
Cases · Oncology recovery Module in closed testing

Recovery plays out in the labs — over months.

After cancer treatment, what's actually recovering shows up across panel after panel. Zenlo Recovery reads a survivorship cohort's blood work longitudinally — before and after a recovery program — into a measured profile shift. It is monitoring and coordination for patients and their care team, not diagnosis.

Closedpilot · in testing
Before → afterlongitudinal, not one-shot
Monitoringnot diagnosis
1 engineshared clinical core

The challenge

Survivorship is where the data scatters. Treatment ends, follow-up panels keep coming — but no one is reading them together, so what's actually recovering stays invisible between visits.

01 · Fragmented

Labs live in loose PDFs

Follow-up panels arrive one at a time, in separate files, never lined up over time.

visit 1 · visit 2 · visit N

02 · No trend

Recovery isn't trended

The markers that matter during survivorship aren't tracked as a trajectory — only as isolated numbers.

CBC · metabolic · inflammation · liver/kidney

03 · No shared picture

Patient and team see different things

Symptoms, medications and labs sit apart, so conversations start from scattered files, not one view.

meds · symptoms · schedule

04 · Interpreting alone

Left to read it unaided

Between appointments, patients and caregivers are left to make sense of lab values on their own.

survivor · caregiver

05 · Coordination gap

Context doesn't travel

What a patient tracked at home rarely makes it into the next clinical conversation in usable form.

home → clinic

06 · Proof of progress

Hard to show what improved

A recovery program has little measured, longitudinal evidence of the profile shift it produced.

before → after · Δ

How the engine applies

Longitudinal panels in, a measured recovery shift out. The same clinical core that runs elsewhere, configured for a patient recovery experience — reading panels over time, with symptoms and medications alongside. For monitoring, not a diagnosis.

Input · over time Engine Output · monitoring Panels across visits Recovery-oriented markers Medications & symptoms Therapy schedule Zenlo engine shared core · for recovery Extract & normalize Trend before → after OUTPUT · FOR MONITORING Recovery profile shift shared with patient & care team clinical decisions stay with clinicians Optional caregiver access · no accuracy claims or benchmarks are published for this module

What it does

Recovery monitoring — not a new clinic. Built for people navigating life after oncology treatment and the caregivers who support them. It makes longitudinal lab and recovery data easier to follow; it does not replace oncologists or ordering physicians.

Labs & markers

Follow what changes

  • Structured uploads from routine blood work
  • Recovery-oriented markers, organized for survivorship review
  • Trends as new panels arrive — before and after
Whole-person context

More than a PDF

  • Symptoms, medications and treatment milestones beside the labs
  • One shared picture for the next conversation with the care team
  • Optional caregiver access

Scope & honesty

Support, not diagnosis

Recovery is held to the same transparency as the rest of Zenlo — which here means being clear about what it is not.

In closed testing

A closed pilot today — no public app link, no public signup.

  • No timeline promises
  • Early-access by request only
  • Opens as cohorts allow

No accuracy claims

Recovery does not ship validation studies or population benchmarks like Zenlo Labs.

  • Outputs are for monitoring & coordination
  • Not a diagnostic device
  • Not medical advice

Clinicians stay in charge

The module informs the conversation; it doesn't make the call.

  • Clinical decisions stay with licensed clinicians
  • Built on a HIPAA-aligned stack · ZDR on model calls
  • Privacy review before any wider release
Stated plainly. Zenlo Recovery is for monitoring and care coordination after oncology treatment — not medical advice and not a diagnostic device. It is in closed testing, and we publish no accuracy claims or benchmarks for it. Clinical decisions stay with licensed clinicians.

Who this is for

The people living the recovery. Built first for survivors and caregivers; the same longitudinal view helps the programs and clinics that support them.

Primary

Survivors & caregivers

People navigating life after oncology treatment, and the family or caregivers who support them day to day.

Care setting

Oncology & survivorship clinics

Teams running survivorship follow-up who want a shared, longitudinal lab picture to start conversations from.

Program

Recovery-program operators

Programs that want measured, before/after evidence of the profile shift their protocol produces — for monitoring, not claims.

Interested in the Recovery pilot?

Tell us you'd like early access — we'll reach out when the next testing cohort opens. No public signup, no timeline promises.