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The Data Layer. Healthcare data, finally legible.

Member, provider, claim, episode resolved across every source system. Longitudinal context on every entity. The foundation everything else stands on, deployable on your cloud and engineered for enterprise volumes.

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01

Entity Resolution

Every member, provider, and claim unified across all source systems, with provenance tracked.

02

Longitudinal Context

Full history — clinical, claims, eligibility — available at every step of every workflow.

03

Cloud-Native Deployment

Runs inside your governance perimeter. Your data stays yours. No new BAA required.

04

Enterprise Scale

Built for billions of claims and hundreds of millions of records. Not for tidy pilots.

The fragmentation problem

One patient. Five different system records.

The same human shows up in the EHR, the claims system, eligibility, prior auth, and the provider directory. Each system has its own ID. None of them talk to each other. Watch each source surface in turn — then watch the Data Layer resolve them into one.

One patient — five system records

  • EHRPT-44712-A
  • ClaimsMEM-009823
  • EligibilityELG-2024-3387
  • Prior AuthPA-77119-B
  • Provider DirectoryPRV-LINK-5521
  • Data Layer · resolvedENT-001

Healthcare-native by design

First-class healthcare entities. Not generic CRM types in a costume.

Member, provider, claim, episode. Modeled as healthcare expects them, with all relationships preserved end-to-end. Built for the way the work actually moves.

Member

MRNs · Insurance IDs · Demographics

Provider

NPI · Specialties · Affiliations

Claim

Diagnosis · Procedures · Dates · Status

Episode

Encounters · Auth chain · Outcomes

All relationships are first-class

Longitudinal history

Every encounter. Every claim. Connected through time.

The Data Layer keeps the full clinical and financial story attached to every entity. So when an Ai Worker reads a case, it reads the whole case.

2021 · Jan

ENROLLMENT

Initial enrollment + eligibility verified

2021 · Mar

CLINICAL

ER visit — Dx Z87.891, CPT 99285

2021 · Apr

CLAIM

Claim filed — $4,200 allowed

2022 · Feb

AUTH

Prior auth requested — UM review

2022 · Jun

RISK

HCC risk score updated — RAF 1.34

2023 · Now

ACTIVE

Full longitudinal context available

Cloud-native deployment

Your governance perimeter. Your data stays put.

Deploys inside your cloud. Snowflake-native, AWS and Azure ready. Operations runs inside the boundary your security team already audits.

Data Layer deployment

  • Source system connectors
  • Entity resolution engine
  • Longitudinal store
  • Governance & provenance
No data leaves this boundary

The middle, the top, the foundation

Every layer above depends on what the Data Layer provides below.

The Context Layer reasons over it. The Ai Workforce acts on it. The Data Layer is the substrate every Solution stands on.

Layer 1 · Data Layer

Resolved entities, longitudinal records, governed provenance.

Layer 2 · Context Layer

Medical policies, guidelines, plan rules.

Layer 3 · Ai Workforce

Clinical and operational agentic workflows.

Related on the Operating System

Layer 2

Context Layer

Your policies, encoded once. Applied consistently across every workflow.

Open

Layer 3

Ai Workforce

Pre-built agentic Solutions running on the Data and Context layers.

Open

Solution

Patient 360

The Solution that most directly demonstrates the Data Layer at work.

Open

Use Cases

Solutions

End-to-end agentic workflows for UM, RCM, Patient 360, and HCC retrospective.

Open

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See the Data Layer running on your sources.

A Penguin Ai specialist will walk through how entity resolution and longitudinal context unlock the workflows your team handles today.

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