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Pre-Seed  ·  Healthcare AI Infrastructure

Where intelligence meets human care.

Nexora is a behavioral
infrastructure layer for healthcare.

Detects patient drop-off risk in real time and triggers targeted interventions — before adherence breaks down and costs escalate.

$1.1T

Lost every year in the US to chronic disease
driven by behavioral breakdown.

Clinicians have the tools to treat. They don't have the signal to intervene early. Patients disengage. Costs compound. The system absorbs the loss — every time.

What We Build

The infrastructure layer
clinical systems are missing.

Nexora sits between patient behavior data and clinical workflows — translating real-time signals into structured risk scores and intervention triggers.

Not an app. Not a tracker. Not a dashboard. An infrastructure layer that makes early intervention operationally possible.

Behavioral Signal Layer
Captures low and high-friction behavioral signals continuously — across daily patterns and care touchpoints.
🏥
Clinical Integration
Built with healthcare integration in mind. EMR/FHIR compatibility and Epic/Cerner integrations planned for Phase 2–3 deployment.
📊
Value-Based Outcomes
Built for how the next generation of healthcare is measured, contracted, and paid.

Four layers.
One operating system for adherence.

01 Data Layer
Tracks behavior, adherence, and patient signals in real time.
02 Intelligence Layer
Identifies drop-off risk before it happens.
03 Intervention Layer
Triggers AI + human actions across providers and coaches.
04 Outcome Layer
Improves adherence, reduces hospitalizations, lowers cost.
All Clients (42)
At Risk (5)
On Track (28)
New (3)
↕ Sort by: Risk Score (High to Low)
Client Name Risk Score Status 7-Day Adherence Last Access Action
SM
Sarah Mitchell
Plan: Premium
85
Critical 35% ↓ 2 days ago
JO
James O'Brien
Plan: Standard
78
Critical 42% ↓ 5 days ago
RT
Rachel Torres
Plan: Premium
52
Moderate 68% — Yesterday
DC
David Chen
Plan: Pro
12
On Track 95% ↑ Today, 14:30
SM
Sarah Mitchell
Plan: Premium
85
Critical Adherence 35% ↓ 2 days ago
JO
James O'Brien
Plan: Standard
78
Critical Adherence 42% ↓ 5 days ago
RT
Rachel Torres
Plan: Premium
52
Moderate Adherence 68% — Yesterday
DC
David Chen
Plan: Pro
12
On Track Adherence 95% ↑ Today, 14:30

Starting with Wellness.
Built for Healthcare.

We are validating our behavioral engine in the wellness market today — with a clear path into clinical environments.

NOW
Phase 1 — Now
Wellness & Coaching
NEXT
Phase 2 — Next
Healthcare

Want to understand the full roadmap? Book a call with our founder.

A structural shift in a
multi-trillion dollar healthcare industry.

TAM
$4.5T
Global digital health market by 2030
SAM
$340B
Behavioral health & clinical AI infrastructure
SOM
$2.8B
Addressable via health system contracts in North America

Healthcare is moving from reactive treatment to proactive prevention. Nexora is purpose-built for that world.

The conditions for this
to work finally exist.

🧠
AI is now affordable at scale
Large language models have made real-time behavioral pattern recognition computationally accessible — something that would have cost millions just 3 years ago.
💰
Reimbursement is shifting
CMS and major payers are moving to value-based care — paying for outcomes, not visits. Systems that can't prove preventive impact will lose contracts.
📈
Chronic disease is at a crisis point
Post-COVID chronic disease rates have hit historic highs. Health systems are under unprecedented pressure to intervene earlier and more efficiently.

Non-adherence isn't just a clinical problem.
It's a $528 billion drain.

Every patient who disengages from their treatment plan triggers a cascade of avoidable costs — for health systems, payers, and society.

$528B
lost annually in the US due to medication non-adherence and poor behavioral engagement
NCBI / PAN Foundation, 2024
125K+
preventable deaths per year directly linked to patients not following prescribed treatments
PMC / NIH, 2025 · AJMC
up to 25%
of all hospitalizations in the US are attributable to treatment non-adherence — each averaging $15K+
Magellan Health Insights, 2024 · PMC
📊
Modeled Impact at Scale: 10,000-Patient Health System
Based on public healthcare benchmarks and adherence data · Conservative estimate
❌  Without Nexora
Avg. non-adherence rate (WHO) ~50%
Patients at risk of drop-off 5,000 patients
Preventable hospitalizations (up to 25%) 1,250 / year
Avg. cost per hospitalization ~$15,000
Modeled impact at scale $18.75M / year
✅  With Nexora
Early-warning interventions triggered Before drop-off
Estimated adherence improvement +20–30 pts
Hospitalizations prevented (est.) 625–875 / year
Cost per hospitalization avoided ~$15,000
Annual savings (conservative) $9.4M–$13.1M
Conservative estimated savings per 10K patients
Based on 625 prevented hospitalizations · avg. $15K each · public benchmark data
$9.4M / year

* Illustrative model based on publicly available benchmarks: WHO adherence rate (50% in developed countries), PMC/NIH 2025 mortality data, Magellan Health Insights hospitalization rate (2024), AHRQ hospitalization cost data. Actual results will vary by population, care setting, and integration depth. Nexora does not guarantee specific financial outcomes.

Carolina Marvila, Founder and CEO of Nexora Health

Founder

Carolina Marvila

Founder & CEO

15+ years working at the intersection of behavior change, wellness, and digital health. Carolina has coached clients, built platforms, and trained teams — always studying the same question: why do people know what they need to do, and still don't do it. That gap — between intention and action — is where chronic disease begins. Nexora is the infrastructure built to close it.

Behavior Change Wellness & Coaching Digital Health Health AI Product & Growth
linkedin.com/in/carolinamarvila

Early Traction

Concierge MVP
Live & Running
Manually validating behavioral signals and intervention workflows before we build.
500+
Paying Clients Ready to Migrate
Existing client base ready to onboard to the full platform post-funding.
Pre-Seed
Round Now Open
Request the investment brief to learn more.

We are validating before we build. Capital-efficient by design.

Pre-Seed Round · Now Open

Invest in the infrastructure layer
of preventive healthcare.

The shift from reactive to proactive care is happening now. We're building the layer that makes it operationally real — and we're looking for investors who see the same window.

Book a 30-min Founder Call

Get in Touch

Let's Talk.

Pre-seed round now open. Whether you're an investor, a potential partner, or just curious — book a call directly with our founder.

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