RXSmart.ai Clinical Platform

Proprietary medication adherence platform by Bionectech, Inc.

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MEDS
VITALS
MESSAGES
2
SETTINGS

Patient Dashboard

Real-time adherence monitoring across 38 active patients · Pilot Site — Geriatrics

Live · Auto-refresh 30s · Last sync 00:00
Active Patients
38
↑ 3 this week
Avg. Adherence
78.2%
↑ 1.4% vs. last month
Alerts Resolved
23
94% resolution rate
Interventions
7
2 pending review
Alert Response Time
12 min
↓ vs. 18 min avg
Patient Roster · 8 patients
Patient ▼
Diagnoses ▼
Adherence ▼
Risk ▼
Status

AI Analytics (In Development)

AI-assisted medication analysis (in development)

AI ENGINE STATUS
—Planned
—Planned
—In Dev
PythonBackend
ADHERENCE TREND — 30 DAY
ALGORITHM CAPABILITIES
Adaptive Reminder Timing87.6% response rate

ML optimization of notification delivery based on individual circadian and response patterns

Non-Adherence Prediction72hr advance warning

Early identification of patients at risk using 14-factor behavioral model before clinical deterioration

Cognitive Decline ModelingContinuous adaptation

Progressive adjustment of intervention intensity using MMSE/MoCA correlation as conditions evolve

NLP Message Triage<500ms processing

Automated classification and priority routing of patient communications with sentiment analysis

AI POPULATION ANALYSIS (DEMO)
◆ RXSmart AI
Initializing population analysis
...
ADHERENCE HEATMAP — LAST 28 DAYSAll patients
MonTueWedThuFriSatSun
Less
More
TECHNOLOGY STACK
RXSmart Neural
Python / ML
Python
ML / Analytics
PostgreSQL
Database
Node.js
Backend API
Kubernetes
1.29 · Orchestration
AWS GovCloud
HIPAA · Infrastructure
CONDITION DISTRIBUTION
72-HOUR NON-ADHERENCE RISK14-factor behavioral model
PROACTIVE INTERVENTION TRIGGERSReal-time
POPULATION NON-ADHERENCE BARRIERSAggregate self-reported, last 30d

EHR Integration (Coming Soon)

EHR integrations are on the roadmap. Current version supports CSV import/export.

CONNECTION STATUSCERTIFIED
EHR SystemEpic
VersionMay 2024
ProtocolFHIR R4 (planned)
AuthenticationOAuth 2.0 / SMART
EncryptionTLS 1.3 / HTTPS
Latency8ms avg
Supported Features
Patient LookupMedication ListObservations
DATA FLOW ARCHITECTURE
EHR System
Records, meds, dx
FHIR Gateway
API translation
RXSmart Engine
ML inference, alerts
Endpoints
Patient & provider
FHIR RESOURCES
Patient
Demographics, identifiers
readsearch
MedicationRequest
Prescriptions, orders
readsearchcreate
MedicationAdministration
Dose confirmations
readcreate
Observation
Vitals, adherence data
readsearchcreate
Condition
Diagnoses, problems
readsearch
CareTeam
Providers, caregivers
readsearch
AllergyIntolerance
Allergies, sensitivities
readsearch
Coverage
Insurance, eligibility
readsearch
GET
200 OK
REAL-TIME SYNC STATUS
Medication List
312 records
< 1 min
SYNCED
Patient Demographics
892 records
< 1 min
SYNCED
Care Team Updates
156 records
2 min
SYNCED
Adherence Events
3,421 records
Real-time
STREAMING
Patient Detail
Keyboard Shortcuts
Open command palette
⌘K
Search patients
/
System Overview
1
Patient Interface
2
Clinical Dashboard
3
AI Analytics Engine
4
EHR Integration
5
Export patient data
⌘E
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