HealthTech // Client Project

Remote Heart Monitoring:
18% Fewer Readmissions.

We built a practical HealthTech solution combining HIPAA-compliant live data handling, AI-powered prioritization workflow, and traceable clinical tasks. The project delivered 18% Readmission Drop and 40% Intervention Speed.

Key Results RESULTS
18%
Readmission Drop
PREVENTIVE ROI
40%
Intervention Speed
ROI: 14 Weeks
500ms
Data collection Response time
HIPAA GATED

Trusted by teams building ambitious products

What We Set Out to Improve.

Industry
HealthTech

Regional health system monitoring 50,000+ chronic heart patients using diverse Connected wearable devices.

How We Worked
Dedicated product team

Health-Tech Architect + 2 Bio-Data Engineers + AI assistants Lead embedded within Clinical Operations.

Goal
Clinical Intervention Speed

Filtering 90% of non-clinical device noise to deliver actionable, preventive alerts to cardiologists.

What We Built
AI-powered Clinical Platform

A practical solution designed around the client’s existing tools, teams, and day-to-day workflow.

What Was Getting in the Way.

The client’s remote monitoring program was generating millions of data points daily from patient wearables, but clinicians were drowning in false-positive high heart rate alerts triggered by common activities like walking or stress.

The biggest issues were clinician burnout, readmission costs, and data interoperability. The team needed a faster, clearer way to manage the work while keeping the right checks in place.

Clinician Burnout
High false-alarm rates forced nursing staff to manually prioritization 5,000+ non-urgent alerts weekly, delaying response to high-risk cases.
Readmission Costs
Failure to detect early fluid retention or arrhythmia caused emergency hospitalizations costing $30k+ per event.
Data Interoperability
Older EMR systems could not process high-frequency streaming data, leaving physicians without live bedside context.
The Solution

What We Built.

01
HIPAA-compliant Live Data Handling
Automated a secure data connection to process encrypted data from connected medical devices, removing identifying details at the edge before clinical scoring.
Key details
Type Live Updates
Standard Health-Record Standard
Security HIPAA GATED
02
AI-powered Prioritization Workflow
Added AI clinical tools that compare heart rate, weight spikes, and oxygen levels to assess true worsening heart failure risk.
Key details
Model AI Assisted
Logic Expert Compared
Prioritization Automated
03
Traceable Clinical Tasks
Every alert is saved with the underlying physiological trends and clinical reasoning, providing physicians with a fully traceable path to intervention.
Key details
Protocol Traceable Data
Persistence Secure and traceable Logs
Controls Secure by Design
Before and After

How the Workflow Improved.

Area
Before
After
Alert Logic

Threshold-Based

Simple min/max limits caused constant false alarms during patient movement.

Contextual AI-powered

Cross-compares multi-sensor data to differentiate exercise from emergency.

Privacy

Perimeter Trust

Using VPNs. data was vulnerable if the primary node was breached.

Zero-Knowledge Platform

End-to-end encryption with Patient health information-scrubbed clinical inference paths.

Response

Reactive Prioritization

Clinicians checked dashboards manually. response lagged by hours or days.

Automated Trigger

AI assistants initiates preventive intervention workflows in under 60 seconds.

Key Features

What Made the Solution Useful.

AI Assisted

Multi-Factor Risk Scoring

Automated agents identify Sub-Clinical trends, like gradual weight gain paired with dropping HRV, days before heart failure symptoms appear.

Business impact
48-Hour Early Detection
HIPAA GATED

Privacy-Preserving Inference

Models run on anonymized vectors within a HIPAA-compliant private cloud environment, ensuring zero external exposure of patient identities.

Business impact
Zero Patient health information Leakage
Fast Response

Live Care Routing

Ensures critical alerts are routed to the specific on-call cardiologist's device with full EMR context attached.

Business impact
40% Faster Intervention
Faster Delivery

How We Reduced Build Time.

Tested foundations helped the team spend less time on setup and more time on the parts that made this product useful.

What accelerated the work

4 reusable building blocks
01

Connected medical device Auth Module

A tested starting point for connected medical device auth module reduced repeated setup work.

02

Clinical Feature Platform

Reusable work for clinical feature platform let the team focus more time on the client’s specific needs.

03

Care Monitoring Platform

This made it easier to add care monitoring platform without rebuilding common foundations.

04

Compliance checks

A tested starting point for compliance checks reduced repeated setup work.

Results

The Business Difference.

A straightforward before-and-after view of what changed for the team and their customers.

RESULT: CLINICAL01

Emergency Readmissions

AI-powered preventive interventions allowed for early diuretic adjustments, keeping patients out of the ER.

Older BaselineHigh-Risk
Coretus AI18% Lower
Outcome18% Admission Reduction
RESULT: OPS02

Clinician Alert Response

Filtering out 92% of noise enabled staff to act on critical signals nearly twice as fast.

Manual PrioritizationLagged
AI-powered PrioritizationInstant
Outcome40% Response Lift
RESULT: RELIABILITY03

Monitoring Processing (p95)

The system processes 50k+ concurrent streams with sub-second response time for continuous monitoring.

Target< 1s
Coretus500ms
Outcome500ms p95 Response Time
Results18% Admission Reduction • 40% Response Lift
Trust and Control

How We Kept It Safe and Reliable.

01
HIPAA Protection
Decisions include full BAA-compliant encryption and personal information segregation across the system.
HIPAA GATED
02
Data History
Secure, traceable logs track every sensor-to-alert path for malpractice insurance audits.
VERIFIABLE DATA
03
Reliable Service
The cloud setup can add capacity quickly during high-traffic health events.
Ready to Grow
04
Code and IP Ownership
Coretus provides 100% IP ownership of all clinical agents and custom health-record connections.
100% OWNED
Client Testimonial

In their own words.

Coretus didnt just give us a dashboard, they built an AI-powered care platform that acts as our clinicians eyes 24/7. We’ve cut emergency readmissions by 18%, but more importantly, we’ve regained the trust of our cardiology team by eliminating the alert noise.

Turn Monitoring into Preventive Care.

Have a similar challenge? We can help you plan and build a practical HealthTech solution around your goals, budget, and existing systems.

HIPAA & Health-record Compliant

AI-powered Noise Suppression

100% IP & Model Ownership