Platform

The platform behind continuous care

Senscio’s Intelligent Care Continuity System™ is built to supervise clinically complex populations continuously.

Ibis™, Digital Twin for Health™ (DT4H™), and HealthGraph™ work together to perform the continuous sensing, interpretation, prioritization, and orchestration that make care safe and effective at scale.

This architecture allows a small, focused human team to step in selectively where judgment, motivation, and safety oversight matter most.

Illustration of proactive care continuity at home
Core Components

Three layers, one continuity system

Senscio’s platform is built as an integrated system. Each layer has a distinct role, but all three work together to supervise the population continuously and route only the right moments to human attention.

1. Digital Twin for Health™ (DT4H™)

DT4H™ is the continuously updated model of an individual member. It organizes that member’s history, current condition, behavior patterns, adherence, risks, and support context into a usable operational state.

  • Tracks multi-year semantic history
  • Detects slow drifts and creeping instability
  • Interprets new signals in context
  • Generates next-best actions, education, alerts, and recovery workflows

This is how the system distinguishes temporary noise from meaningful decline and acts early.

2. HealthGraph™

HealthGraph™ is the population-level semantic graph that connects all members, conditions, symptoms, medications, behaviors, providers, and outcomes across the system.

  • Contains all member-level DT4H™ subgraphs
  • Connects conditions, symptoms, medications, and behaviors
  • Captures relationships across members, providers, and settings
  • Learns from outcomes across the population

This is how the system improves its reasoning over time and becomes more effective across the full population.

3. Ibis™

Ibis™ is the execution layer of the system — where continuous understanding becomes guided action in the real world.

  • Delivers daily tasks and guidance
  • Supports recovery workflows and self-management
  • Routes alerts and escalations
  • Coordinates communication and documentation

Ibis™ carries the continuity burden across the population so the care team can stay focused on the moments that truly require human involvement.

Functional Architecture
Diagram of Functional Architecture

How the platform works

The architecture is designed to do the continuous work of care supervision at population scale. Signals from the home, the care ecosystem, and the broader health system flow into DT4H™ and HealthGraph™, where they are interpreted in context and converted into next-best actions through Ibis™.

In practical terms, the loop works like this:

  • Signals are received from the home and points of care
  • DT4H™ updates each member’s current operational state
  • HealthGraph™ and Planning AI determine what matters now and what is likely next
  • Ibis™ generates guidance, workflows, alerts, and escalations
  • The member and care team act, and outcomes feed back into the system

This closed loop is what makes continuous care operational. The platform performs the daily surveillance, interpretation, and prioritization; the care team is engaged selectively where judgment, motivation, and safety oversight matter most.

Signals Layer

Built to supervise real populations continuously

Senscio is not limited to one source of data or one moment in care. The platform is designed to absorb signals from the real health ecosystem and continuously update each member’s state as conditions change.

Clinical Systems

  • EHRs: Notes, diagnoses, medications, care plans

Payer & Risk Systems

  • Eligibility
  • Claims
  • Risk adjustment
  • Prior authorization

Member & Home Inputs

  • Vitals and devices
  • Care plan adherence
  • Symptoms and behaviors
  • Home health notes

Community & Social Inputs

  • Referrals
  • Social care
  • Community services

These inputs continuously refresh HealthGraph™, update each member’s DT4H™, and are operationalized through Ibis™.

Why it matters

Why this architecture changes the scale and economics of care

  • It maintains a continuously updated understanding of each member, not just snapshots in time.
  • It converts signals into prioritized action without requiring humans to supervise every member manually.
  • It allows a small, focused care team to work from machine-interpreted priorities rather than raw data.
  • It improves over time through longitudinal modeling and population-level learning.
  • It supports true continuity across settings instead of episodic intervention alone.

This is why Senscio is building the intelligent operating system for continuous care: technology carries the continuity burden, while people provide the selective judgment and safety oversight that keep care effective.

Ready to see how continuous care becomes scalable?

Explore how DT4H™, HealthGraph™, and Ibis™ work together to perform the continuous work of care supervision, allowing a small, focused care team to intervene where it matters most.

See the Clinical Model Talk to Our Team