Cancer & Chronic Illness Care — Reimagined

Clinical intelligence
for life beyond diagnosis.

OncoCare.io closes the gap between diagnosis and everyday life — through AI-driven monitoring, caregiver coordination, and provider-ready infrastructure for cancer and chronic illness.

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66%
of programs lack long-term care support
76%
of adults live with at least one chronic illness
$68B
supportive care market by 2034
The Problem

Long-term care is
systematically broken.

Most cancer and chronic illness programs end at treatment. What comes next is fragmented, manual, and inequitable — leaving millions without coordinated support when they need it most.

66%
Programs lack structured long-term support
The majority of cancer and chronic illness programs provide no robust ongoing care after initial treatment or diagnosis.
1 in 3
Patients experience clinical distress
Psychosocial screening is inconsistently available, leaving vulnerable patients — across cancer and chronic illness — without intervention.
$0
Coordinated digital solutions at scale
No scalable AI-driven platform exists to connect patients, families, caregivers, and care teams longitudinally.
The Platform

Meet Bloom.

A longitudinal clinical intelligence layer for cancer and chronic care. Bloom connects patient-reported outcomes, wearable data, nutrition signals, medication context, and care coordination into a unified system — designed to operate between appointments, not just during them.

Architecture

One platform. Four intelligence layers.

Each layer captures signal. Together, they create structure.

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Layer 01
Clinical Signal Capture
Comprehensive symptom tracking across physical and psychosocial domains — with embedded intervention logic.
Bloom captures
  • 30+ oncology and chronic illness physical symptoms
  • Progressive disclosure interface (reduces overwhelm)
  • 25 psychosocial indicators
  • 1–10 standardized severity scale
  • Longitudinal trend detection
Escalation logic
  • Crisis-level distress triggers (hopelessness, PTSD, spiritual distress)
  • Financial toxicity signal detection
  • 3-day high-severity trend alerts
  • Proactive Samson check-ins
Bloom doesn't simply collect data. It interprets risk patterns in real time.
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Layer 02
Biometric Intelligence Engine
Wearable data translated into clinical insight.
Integrated sources
  • Apple HealthKit · Fitbit API · Oura · Garmin
Interpretation layer
  • HRV drop >15% triggers fatigue advisory
  • Elevated resting HR flags care team (opt-in)
  • Sleep <5 hours + anxiety >7 prompts intervention
  • Low mobility trend triggers outreach
Raw biometrics become actionable clinical context.
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Layer 03
Nutrition & Medication Intelligence
Disease-aware, medication-aware, symptom-aware planning.
System intelligence
  • AI-generated meal plans aligned to symptom profile
  • Drug-food interaction alerts
  • Protein prioritization during chemotherapy
  • Supplement interaction monitoring
  • Malnutrition risk detection with registered dietitian referral trigger
Personalized nourishment grounded in clinical context.
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Layer 04
Care Coordination & Infrastructure
Structured support between appointments — for patients, families, and providers.
Patient layer
  • Invite family and friends into a personal care team
  • Bloom Village — coordinate rides, meals, childcare, and everyday needs
  • Care Grid — assign roles and permissions to each supporter
  • Wish List — communicate what you need to navigate your diagnosis
  • Pre-visit summary generation and AI-assisted question builder
  • Secure document vault and treatment history timeline
  • Clinical trial matching with plain-language summaries
Provider layer
  • Patient PRO dashboard and alert inbox
  • Survivorship and long-term care plan auto-population
  • FHIR R4 integration (Epic, Cerner, Athena)
  • Population health analytics (de-identified)
Bloom integrates directly into clinical ecosystems — not around them.
Differentiation

Most platforms track.
Bloom interprets.

Standard digital health apps
  • Manual logging only
  • Raw wearable display
  • Generic nutrition content
  • No caregiver coordination
  • No escalation logic
Bloom
  • AI-driven pattern recognition
  • Biometric correlation logic
  • Medication-aware personalization
  • Structured caregiver & family support coordination
  • FHIR-enabled provider integration
Who We Serve

Built for the full ecosystem.

OncoCare.io is B2B2C — connecting patients, providers, payers, and pharma across the survivorship and long-term care continuum.

Patients & Caregivers
Tools that put patients in control — and make it easy for families to show up when it matters most.
  • Daily check-ins and symptom tracking
  • Bloom Village caregiver coordination
  • Care Grid with roles and permissions
  • Wish List and support mapping
  • Samson AI companion — 24/7
Health Systems & Providers
EHR-embedded tools that extend care beyond the appointment without adding clinician burden.
  • EHR referral portals (Epic, Cerner, Athena)
  • PRO dashboard and alert inbox
  • CME-accredited survivorship training
  • Annual licensing available
Payers & Employers
Reduce total cost of care through early intervention, adherence monitoring, and crisis prevention.
  • Value-based contract options
  • PEPM pricing available
  • Population health analytics
  • Enterprise SaaS licensing
Pharma & Research Sponsors
Real-world evidence collection, PRO data pipelines, and AI-driven clinical trial recruitment.
  • AI-based trial eligibility matching
  • PRO data for Phase III trials
  • Per-study and multi-year engagements
  • Pan-tumor registry partnerships
Expected Outcomes

Better care. Measurable results.

OncoCare.io is designed to drive meaningful improvements across every stakeholder — from the patient navigating daily life to the care team in the clinic.

Patient Quality of Life
Longitudinal symptom tracking and proactive AI check-ins surface issues earlier — enabling timely intervention and reducing distress across cancer and chronic illness populations.
Care Coordination Burden
Bloom Village and the Care Grid give families a structured, permission-based system to organize real-world support — reducing the invisible labor of caregiving.
Clinical Trial Enrollment
AI-driven eligibility matching connects patients to relevant trials with plain-language summaries — increasing trial diversity and enrollment rates for research sponsors.
System Architecture

Designed for integration.

Input
Patient Data
→
Core
Samson Intelligence Engine
→
Output
Clinical Output
→
Provider
Provider Dashboard
→
Population
Population Insight
Your data, your control. Patients choose what is shared, with whom, and for what purpose. All population-level insights are fully de-identified.

Built on secure cloud infrastructure with HIPAA-compliant architecture and EHR-ready integration pathways.

Security & Compliance

Institutional-grade from day one.

Built for health system procurement standards — not retrofitted for compliance.

HIPAA-aligned architecture
SOC 2 in progress
Role-based access control
Encrypted data storage
Consent-based sharing
FHIR R4 integration
SMART on FHIR authentication
Scalable API integrations
Early Access

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Get Started

Intelligence for life beyond diagnosis.

Join health systems, payers, and pharma partners building the next generation of cancer and chronic illness care.

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