Command center
Nurses and physicians watch every home bed on one board and act on alerts.
- Census of home patients by acuity
- Alert queue tied to each patient's parameters
- Video and voice to the home in one click
Healthcare / Hospital at Home
Hospital at home technology platform development
A hospital at home program puts an inpatient in their own bedroom, so the hospital has to see, reach and treat them there. Agnotic Technologies builds the platform behind it: the command center, the home kit, visit and courier dispatch, and an inpatient record that stays in your EHR.
Inpatient
Encounter kept in the hospital EHR
Command center
Continuous view of every home bed
Dispatch
Visits, medications and labs to the door
Trusted by global innovators
Industry Overview
What is a hospital at home technology platform?
A hospital at home technology platform is the software that lets a hospital treat acute inpatients in their homes: a command center watching continuous vitals, a home device kit, dispatch of nurses, paramedics and couriers, escalation back to the hospital, and an inpatient encounter in the EHR. Agnotic Technologies builds and connects this platform for hospitals and care providers.
Reference architecture
Which parts make up the platform?
Five parts, each with one owner. The command center is the hub; everything else reports to it or takes orders from it.
Home device kit
The vitals devices, tablet and connectivity hub delivered to the patient.
- Kit assigned to one patient and one admission
- Cellular hub, so home Wi-Fi is not required
- Battery, signal and wear status reported
Visit and courier dispatch
In-person nurse or paramedic visits, plus medications, lab draws and supplies.
- Visit slots built from the care plan
- Courier jobs with handoff confirmation
- Specimen pickup linked to the lab order
Inpatient encounter in the EHR
The admission lives in the hospital record, with the home as the location.
- Orders, notes and administration recorded as inpatient
- Device readings filed as observations
- One chart for the hospital stay and the home stay
Patient and caregiver app
What the household sees: the day's visits, a help button and simple device prompts.
- Visit times and who is coming
- Help request routed to the command center
- Plain prompts when a device needs attention
Industry Challenges
Where do hospital at home programs break?
These are the failure points we design against first, because each one sends a patient back to a ward or leaves a gap in the record.
Device drop-off: a sensor loses contact or a hub loses signal overnight, and nobody notices the stream has gone quiet until the morning round.
Slow escalation back to the hospital: the decision is made at home, but transport, a bed and the handoff are arranged by phone while the patient waits.
Missed in-person visits: a nurse visit slips after a traffic delay and the care plan's visit count for the day is not met.
Late medications: an IV antibiotic arrives after its due time because the courier job was not linked to the order schedule.
Split records: readings sit in a vendor portal while orders and notes are in the EHR, so the chart does not show the full stay.
Kit losses: devices are not collected after discharge, or reach the next patient without cleaning and reset.
Our Approach
How should a hospital approach the build?
Three decisions on the scoping call shape the rest of the platform.
Keep the admission in the EHR
The home stay is an inpatient encounter with the home as its location. Orders, notes and medication administration go where the rest of the hospital stay lives, not into a side system.
Treat silence as a signal
A missing reading is as important as an abnormal one. The command center alerts on gaps in the data, not only on values outside range.
Plan the way back first
Escalation to the hospital is designed before the first patient goes home: who decides, how transport and a bed are requested, and what the receiving unit sees.
Capabilities
What do we build into a hospital at home platform?
Modules we build or integrate, alone or as one platform around your program.
Command center board
A live board of home patients with vitals trends, alerts, visit status and open tasks for each bed.
Admission and home readiness
Eligibility screening and consent at the ward or emergency department, plus a home check for power, signal and access.
Kit logistics
Kit assignment, delivery, pairing, swap and return, with cleaning and reset tracked before reuse.
Visit and courier dispatch
Nurse and paramedic visits scheduled from the care plan, and courier jobs for medications, specimens and supplies.
Escalation workflow
One action starts the return to hospital: transport request, bed request and a handoff packet for the receiving unit.
Patient and caregiver app
Visit times, a help request and device prompts in plain language, on the supplied tablet.
EHR write-back
Observations, visit notes and administration records filed to the inpatient encounter.
Program reporting
Census, escalations, visit completion and kit status, reviewed with the program's clinical leads.
How It Works
How does one home admission move through the platform?
The path we build for a single patient, from the decision to admit at home to the kit coming back. Every step is logged against the encounter.
Screen and consent
The admitting team confirms the patient meets the program's criteria and records consent to be treated at home.
01
1
Check the home
Address, access, power and mobile signal are checked, and the caregiver contact is confirmed.
02
2
Deliver and pair the kit
The kit is assigned to this admission, delivered and paired, and the first readings appear on the command center board.
03
3
Open the encounter at home
The inpatient encounter takes the patient's home as its location, so orders and notes file to the same stay.
04
4
Monitor, visit and deliver
Readings stream in, visits run from the care plan and courier jobs follow the medication and lab schedule.
05
5
Escalate or step down
The care team either returns the patient to the hospital with a handoff or moves them toward discharge.
06
6
Discharge and collect
The discharge summary goes to the next provider, the kit is collected, and its cleaning and reset are recorded.
07
7
Engineering Stack
Systems and standards behind the platform
Chosen to fit your EHR, your device partner and your dispatch model.
Clinical data
HL7 FHIR R4 Encounter, Observation and DeviceHL7 v2 ADT for admission and transfer eventsLOINC codes and UCUM units for vitals
Devices
Cellular connectivity hubsVendor device clouds and SDKsKit inventory and asset tracking
Operations
Dispatch and routingCourier job trackingVideo and voice calling
Security and infra
Role-based accessEncryption in transit and at restAudit loggingAWS or Azure in your account
Escalation map
What happens when something changes at home?
Each signal has an owner, an action and a record. We agree the thresholds and time windows with your clinical leads; the platform enforces them.
| Signal | What the platform does | Who acts | What is recorded |
|---|---|---|---|
| Readings stop arriving | Alerts the command center once the agreed silence window passes and opens a device check | Command center nurse | Gap period and device status on the encounter |
| A reading crosses the patient's escalation parameters | Pages the responsible clinician with the recent trend | Physician or advanced practice clinician | Alert time, review time and any new order |
| The team decides the patient needs the hospital | Starts the return: transport request, bed request and handoff packet | Command center with bed management | Location change on the encounter and the handoff note |
| A visit is late or missed | Re-dispatches the visit and escalates after the agreed window | Dispatch lead | Visit status and the reason for delay |
| A medication delivery is delayed | Tells the pharmacy and the nurse and flags the dose due time | Pharmacy and visiting nurse | Administration time against the order |
| The patient or caregiver asks for help | Connects a video or voice call to the command center | Command center nurse | Call record and any action taken |
Measured Impact
What should a hospital at home program measure?
Measures we build reporting around, agreed with your program leads before the first admission.
Signal
Data coverage
Hours each patient's devices were reporting, and every gap with its cause.
Response
Alert handling
Time from alert to clinician review, by alert type.
Visits
Care plan visits
Planned visits against completed visits, by day and by patient.
Returns
Escalations
Patients returned to the hospital, with the trigger and time to bed.
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Use Cases
Who builds a hospital at home platform?
Teams that need more than a monitoring dashboard bolted onto a ward.
01
Health systems starting a program
A first service line, such as heart failure or respiratory infection, on one platform.
02
Hospitals scaling an existing program
Replacing spreadsheets and vendor portals with one board and one record.
03
Home care and paramedic partners
Dispatch and visit documentation that feed the hospital's encounter.
04
Device and logistics providers
Kit tracking and data feeds that plug into a hospital's command center.
05
Hospital at home startups
A hospital at home technology platform for startups selling to health systems.
06
Academic medical centers
Programs that also need research data exports from the home stay.
Integrations
Which systems does the platform connect to?
The systems a hospital at home platform reads from and writes to.
Inpatient record
Hospital EHR (Epic, Oracle Health (Cerner) and others)
Home kit
Device clouds and connectivity hubs
Medications
Pharmacy systems
Specimens and results
Laboratory information system
Escalation
Bed management and transport
Contact with the home
Video, voice and messaging
Compliance-First Development Services Backed by Global Standards
We build secure, scalable products designed for privacy, interoperability, and regulatory readiness from day one across every sector we serve.
Health Insurance Portability and Accountability Act
Protect PHI with privacy-first architecture, encrypted storage and transmission, and strict access controls.
Fast Healthcare Interoperability Resources
Enabling standardized health data exchange through standards-based API mappings.
Health Level Seven International
Supporting enterprise-grade interoperability for clinical messaging and record workflows.
Our Edge
Why Global Leaders Choose Us
We combine deep technical expertise with industry-specific knowledge to deliver solutions that aren't just functional, but transformational.
Enterprise-Grade Security
We implement rigorous security protocols and compliance standards (HIPAA, GDPR, SOC2) across all industrial solutions to protect sensitive data.
High-Performance Scaling
Our architectures are built to handle massive data loads and user bases, keeping performance steady whether you're serving ten or ten million.
Accelerated Time-to-Market
Using our suite of internal tools and proven frameworks, we cut setup work so your first release reaches users sooner.
Embedded AI Integration
Beyond simple wrappers, we build deep-learning integrations and predictive analytics directly into the core of your industry-specific workflows.
Engagement Model
How does a hospital at home engagement work?
How to build a hospital at home technology platform one service line at a time. Timing depends on scope; we agree a fixed first release on the scoping call.
01
Scoping call
We review your EHR, device partner, dispatch model and the service line you plan to start with.
02
Escalation design
Your clinical leads set the parameters, silence windows and the return path to the hospital before screens are drawn.
03
Fixed-scope first release
One service line with the command center board, kit tracking, dispatch and EHR write-back working end to end.
04
Pilot and tune
Alert thresholds and visit rules are tuned with the care team on the first patients.
05
Scale and support
More service lines, more device types and monitoring of the platform under agreed change control.
Facts and sources
Which rules and standards shape the platform?
Short facts we design the record and the data around, each linked to its primary source.
In HL7 FHIR R4, Encounter.class uses the HL7 v3 ActEncounterCode value set, which defines an inpatient encounter (IMP) as one where the patient is admitted by a hospital or equivalent facility, and a home health encounter (HH) as one that takes place in the patient's residence.
Source: HL7 FHIR R4, ActEncounterCode value setThe HL7 FHIR R4 Vital Signs profile requires each vital signs Observation to carry a status, the vital-signs category, a LOINC code for what was measured, the time of measurement and, for a numeric result, a standard UCUM unit.
Source: HL7 FHIR R4, Vital Signs profileHospital Conditions of Participation require every medical record entry to be legible, complete, dated, timed and authenticated by the person responsible for the service, and every order, including a verbal order, to be dated, timed and authenticated promptly.
Source: 42 CFR 482.24(c) (eCFR)Under the hospital nursing Condition of Participation, drugs and biologicals must be prepared and administered in accordance with Federal and State laws, the orders of the practitioner responsible for the patient's care, and accepted standards of practice.
Source: 42 CFR 482.23(c)(1) (eCFR)A hospital must discharge the patient, and transfer or refer the patient where applicable, with all necessary medical information about the current course of illness and treatment, post-discharge goals of care and treatment preferences, to the appropriate post-acute providers.
Source: 42 CFR 482.43(b) (eCFR)
Voice of success
We don't just build products; we forge lasting partnerships. See how we've helped industry leaders transform their vision into technical reality.
“I can clearly see how Agnotic has a unique way of handling end-to-end development. They are always active on quick chat and provide support quickly.”
Aaron Phelan
Founder, Benchmark
“Agnotic combines deep technical expertise with strong domain knowledge. They understand the business context, anticipate challenges, and make collaboration smooth and effective.”
John Pasmore
Founder, Latimer
“Agnotic is the best technical team we evaluated. Their engineering excellence made our work dramatically easier and allowed us to stay focused on what matters most for maternal care outcomes. They took full ownership of the technical execution, and we are always happy to continue working together.”
Kim Smith
Founder, My Lauren
Related services
Related monitoring and home care services
This page covers acute care delivered at home. These pages cover the device, monitoring and home care work around it.
Remote patient monitoring software development
Device data ingestion and monitoring for chronic outpatient programs.
RPM device integration
Connecting home vitals devices and their clouds to clinical systems.
Home health software solutions
OASIS, visit scheduling and EVV for skilled home health agencies.
Medical device connectivity software
Bedside device data flowing into the hospital record.
What is a virtual hospital?
The main virtual hospital models and the systems they share.
HIPAA requirements for software teams
The safeguards we build into every system that holds patient data.
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Cross-Industry Reach
The Same Engineering Patterns, Across Other Industries
The technical patterns behind this platform translate naturally into adjacent verticals.
Frequently Asked Questions
Remote patient monitoring follows outpatients with chronic conditions, usually with daily readings. Hospital at home treats acute inpatients, so it adds continuous monitoring, in-person visits, medication delivery, an inpatient record and a planned path back to the hospital.
No. The admission stays in your EHR as an inpatient encounter. The platform adds the command center, kit tracking and dispatch, and writes readings, visit notes and administration records back to that encounter.
The devices your clinical team and device partner choose. We integrate through each vendor's cloud or SDK, file readings as FHIR Observations and track every device as part of the kit assigned to the admission.
The number of service lines, the EHR interfaces, the device vendors, whether dispatch is in house or through partners, and the reporting your program needs. We walk through these drivers on the scoping call instead of quoting a price before it.
It depends on scope. We agree a fixed first release on the scoping call, usually one service line with the command center, kit tracking and EHR write-back, and give you a timeline for that release.
Patient data moves between the home, couriers, partners and the hospital, so access is limited by role, data is encrypted in transit and at rest, and every view and change is logged. Agnotic builds with HIPAA-ready engineering and signs a business associate agreement before PHI is shared.
Ask how they handle a silent device, how the return to hospital works, and where orders and notes are stored. A partner should answer with your EHR's encounter model and your escalation rules, not with a dashboard demo.
Industries