A physician sits with an older man and talks him through the next steps of his heart-failure care after leaving the hospital.

Heart-failure transitions · Community hospitals

The heart-failure pathway shouldn't break at discharge.

Cairava helps community hospitals turn discharge plans into clear patient actions, visible barriers, accountable staff work, and human support when it matters.

Review your transition workflow See how Cairava works

01One shared transition state02Every critical task has an owner03Clinical decisions stay with people04Closure is visible

Where transitions break

Most failures are small tasks that lose an owner after discharge.

A question, appointment, lab, or symptom becomes risky when it is nobody's job to finish. Cairava keeps each critical action visible until it is completed, resolved, or handed to the right person.

A prescription is unaffordable

Medication access

A follow-up visit is never booked

Care coordination

A lab stays open without an owner

Diagnostic follow-through

A symptom report lands in the wrong place

Clinical escalation

One operating principleNothing critical disappears without a visible ending.

After discharge

Imagine leaving the hospital knowing exactly what happens next. Medications understood. Follow-up visible. Concerns heard. And when something gets in the way, the right human already knows.

One synthetic patient · 30 days

The patient sees what comes next. The team sees what needs a person.

Explore the platform ↘

Day 01 / Doris Whitfield

One next step—not another portal.

Doris sees the action that matters today, why it matters, and who to contact. Her daughter can participate within the authorization already recorded.

PatientReview your medication changes

Care teamMedication review acknowledged

Owned

Day 04 / Doris Whitfield

Open work stays visible.

When the cardiology follow-up is still unbooked, Cairava does not hide the gap behind another reminder. It keeps the work active and accountable.

PatientWe are helping schedule your visit

Care teamCardiology follow-up not scheduled

In progress

Day 12 / Doris Whitfield

Signals become owned work.

A patient-reported symptom can be captured and routed quickly while licensed staff retain authority over interpretation and next clinical action.

PatientYour care team is reviewing this now

Care teamSymptom signal needs interpretation

Acknowledged

Day 30 / Doris Whitfield

Every critical action has an ending.

At the end of the transition, the team can see what completed, what required intervention, what remains open, and exactly how responsibility was handed off.

PatientYour ongoing care plan is ready

Care teamCritical actions reconciled

Closed

The human continuity layer

Technology should make the relationship clearer—not stand in its place.

Move through four moments in a dependable transition: listening, coordinating, licensed review, and an explicit handoff to what comes next.

An older woman speaking with a nurse who is listening across a table. — 01 / Patient signalBegin with the person, not the workflow.

Patient signal

Begin with the person, not the workflow.

The transition starts by making it easy for a patient or caregiver to say what is unclear. That signal becomes acknowledged work instead of disappearing between systems.

Patient sees: A clear way to ask for help
Team owns: An acknowledged signal and response

1 of 4

One transition state

Multiple experiences. Clear authority.

Patient actions, caregiver participation, staff queues, source documents, and the audit trail stay connected to the same 30-day episode—without pretending to replace the EHR.

Step 01 / How it works

Preserve the source.

The approved discharge plan enters the transition episode with its source, version, and provenance intact. Cairava does not quietly rewrite the clinical record.

1 of 3

CRV / TRANSITION 00482 Step 01 active

Current workflow stateSource plan preserved

Accountable owner: Hospital record
Safety boundary: No AI-authored plan changes

Source and review state visible01 / 03

Shared foundation

Working with synthetic data

Transition episode

The shared 30-day record of what needs to happen, who owns it, what is blocked, and how each critical action ends.

Owns: Transition workflow state and audit trail
Does not own: The EHR clinical record or treatment decisions

Clinical safety by design

Automation can move the workflow. It cannot own the clinical decision.

Cairava separates deterministic workflow, AI assistance, and human clinical authority so the boundary remains understandable and auditable.

001

Deterministic engine

Moves work predictably.

Hospital-approved rules determine deadlines, routing, allowed state changes, and safety gates.

Deadlines and response windows↗
State machines and closure rules↗
Approved thresholds↗
Missing- and stale-data checks↗

002

AI assistance

Makes information easier to use.

AI can extract, summarize, explain, translate, and draft while preserving source and review state.

Extraction and summarization↗
Plain-language explanation↗
Barrier classification↗
Drafts and teach-back↗

003

Human authority

Owns the clinical judgment.

Licensed clinicians and authorized staff interpret the patient, choose clinical actions, and document resolution.

Diagnosis and severity↗
Treatment and prescribing↗
Medication decisions↗
Clinical communication↗

The clinical boundary

Automation can prepare the work. Rules can move the workflow. Context can arrive sooner. Signals can reach the right queue. But patient-specific judgment still belongs to a person.

What is real today

Working synthetic product today. Production use starts with a hospital partner.

The end-to-end transition workflow is demonstrable with synthetic data. PHI processing, live integrations, and clinical deployment remain subject to partner configuration and review.

Working synthetic productWhat you can see today

Patient 30-day care plan
One-minute check-ins
Visible staff escalation
Audit and provenance surfaces

Production-shaped foundationWhat is built underneath

Shared event vocabulary
Authenticated command boundary
Deterministic workflow logic
Integration architecture

Hospital-partner gatedWhat still needs approval

Production PHI processing
Live communications
Named EHR integration
Validated outcomes

The transition, connected

Every critical step
stays visible.

Cairava keeps patient actions, unresolved barriers, and staff ownership visible from hospital to home.

A nurse reviews discharge instructions on a tablet with a patient sitting up in a hospital bed.

01Discharge ready

The next steps begin before the patient leaves.

A man at his kitchen table sorts prescriptions into a weekly pill organizer.

02Medications

Access, questions, and discrepancies stay visible.

A care coordinator walks a patient through a follow-up plan at a sunlit table.

03Follow-up

Appointments become actions, not assumptions.

A man at home speaks on the phone with one hand resting on his chest.

04Symptoms

Concerns have a clear path back to the team.

A woman stands outside a pharmacy at sunset with a bus shelter behind her.

05Barriers

What blocks the plan becomes visible.

A clinician in scrubs listens on the phone and takes notes at a desk.

06The right human

Unresolved needs reach someone who can act.

An older man sits calmly at home on a sofa with his daughter beside him.

07Close the loop

Every critical obligation reaches an explicit outcome.

Design partnership

Start with one heart-failure transition your team wants to make reliable.

Map the current workflow, identify where ownership breaks, and define a contained pilot around the questions that matter.

Review pilot questions ↓

Questions hospitals ask

What Cairava is—and what it is not.

Clear boundaries matter more than clever claims.

Does Cairava replace the EHR?+

No. Cairava manages the transition workflow around the hospital-approved plan while preserving the EHR as the clinical source of record.

Does AI make patient-specific clinical decisions?+

No. AI can help structure and explain information. Licensed people retain authority over diagnosis, treatment, and patient-specific clinical judgment.

Is the product ready for production PHI today?+

The synthetic end-to-end workflow is working. Production PHI, communications, and integrations require hospital-partner configuration, validation, and approval.

What would a contained pilot test?+

A pilot should test operational reliability: enrollment, patient engagement, task ownership, response times, closure quality, and the safety of each handoff.