Agentic OS (Operating System) icon

Agentic OS (Operating System)

Unify clinical data into a secure patient memory layer—powering care assistants, credentialing agents, and administrative tools with an ownable AI operating system. No need to choose build vs. buy — you get both.

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MCP Architecture Guide for Healthcare

How to connect your healthcare systems (EHR, LMS, credentialing, patient portals) to AI agents — with HIPAA compliance.

Read the Guide

How ibl.ai compares

ibl.ai
Model choice
Any LLM — Claude, GPT, Gemini, Llama or open-source. Switch anytime.
Locked to Anthropic Claude models
Autonomous agents
Production-ready agents out of the box — plus the tools to build your own.
Chat assistant — you build & host your own agents
Privacy & ownership
100% self-hosted — private LLMs included. You own all the code, data & models.
Runs on Anthropic's cloud — your data leaves your walls
Cost at scale
Up to 85% lower — intelligent routing across providers, no per-seat lock-in.
Per-seat & per-token SaaS pricing
Delivery & services
Our engineers work with you to connect your data sources and build your agents.
Self-serve docs & standard support tiers

OS (Operating System) — Unify clinical data into a secure patient memory layer

An Ownable AI Operating System for Healthcare.

OS by ibl.ai connects EHR/EMR, patient portals, credentialing, and billing systems over an MCP-based interoperability layer to assemble a secure, per-patient memory.

That memory gives your AI agents the right context—so every clinician gets a care assistant, every administrator a scheduling and billing aide, and every IT leader a HIPAA-ready platform.

Deployed in your infrastructure with your keys and your controls—including full code access.

For Clinicians: Context-Rich, Patient-Aware Assistants

Unified Patient MemoryMedical history, medications, lab results, care plans, and insurance details—federated from your EHR/EMR and made available (with policy guardrails) to the clinician's assistant.
Personalized Clinical SupportProactive care gap alerts, drug interaction checks, and citable answers grounded in clinical guidelines and institutional protocols.
Privacy by DesignHIPAA minimum-necessary enforcement, role-based access controls, and selective disclosure for every interaction.
ResultFaster clinical decisions, fewer missed findings, better patient outcomes.

For Administrators: An Intelligent Operations Assistant

Operational Context, Not GuessworkPulls scheduling data, credentialing records, billing codes, and utilization metrics to draft reports, flag bottlenecks, and streamline workflows.
Workflow AutomationsCredentialing renewal alerts, prior authorization tracking, and denial management—always citing approved payer policies and CMS guidelines.
Program ControlDepartment-level policies, versioned protocols, and performance dashboards.
ResultMore time for patient care coordination, less time on administrative burden.

For IT & CISO: Own the Stack, Meet Healthcare Standards

Runs in Your EnvironmentDeploy on-prem or in your cloud (AWS, Azure, GCP). Your VPC, your KMS, your IAM—no external data dependencies.
Full Code Access (No One Else Offers This)You receive source access to connectors, policy engine, and agent interfaces—no vendor lock-in.
Governance & ComplianceHIPAA/HITECH support, SOC 2 controls, RBAC, audit logs, retention policies, and data residency options.
Observability & Cost ControlUsage telemetry, model costs, performance traces, and red-team/replay tools for safe iteration.
ResultMaximum PHI protection, audit-ready controls, and accelerated AI adoption—under your control.

What OS Connects (Examples)

EHR/EMREpic, Cerner (Oracle Health), MEDITECH, Allscripts
Patient PortalsMyChart, FollowMyHealth, Athenahealth
CredentialingCactus, Modio Health, symplr, VerityStream
Billing & Revenue CycleWaystar, Availity, Change Healthcare, R1 RCM
Identity & StorageAzure AD/Entra, Okta, OneDrive/SharePoint, S3, GCS

What's Inside OS (Architecture Highlights)

MCP Integration LayerNormalizes access to EHR/portal/credentialing/billing via secure adapters
Patient Memory LayerPer-patient knowledge graph + vector index with HIPAA-aware retrieval
Policy & Guardrails EngineField-level permissions, PHI redaction, minimum-necessary enforcement, consent management
Agent InterfacesCare Assistant (clinician), Operations Assistant (admin), Compliance Agent (IT/CISO)
Model Hub (LLM-Agnostic)OpenAI, Gemini, Anthropic, Llama, local/NPU options—hot-swappable
Event Bus & AutomationsTriggers for care gap alerts, credentialing expirations, prior auth deadlines
Audit & TelemetryEnd-to-end logs, prompt/response archives, cost and latency meters
Admin ConsoleConnectors, schemas, dataset scopes, memory visibility, and policy editing

Why OS Outperforms Typical Integration Hubs

Patient Memory LayerOS: HIPAA-aware, per-patient context | Typical: No unified memory
Runs in Your InfraOS: Your VPC, keys, IAM | Typical: Vendor cloud only
Full Code AccessOS: Source delivered, extensible | Typical: Black box / SDK limits
LLM-AgnosticOS: Swap models freely (incl. local) | Typical: Single-model dependency
Healthcare GovernanceOS: HIPAA/HITECH-ready, minimum-necessary | Typical: Generic role gates
Agent-ReadyOS: Standard care/ops/compliance interfaces | Typical: DIY agent plumbing

Benefits That Drive Impact

CliniciansTimely, contextual support across patients and care settings.
AdministratorsA dependable operations assistant informed by real scheduling and billing data.
Leadership & ITA private, ownable AI foundation—no lock-in, full auditability, HIPAA-ready.

ibl.ai

The ibl.ai platform supplies secure memory and connectors, AI clinical coaching experiences, and CME tracking with analytics.

It designs competency-aligned curricula and issues portable, verifiable proof of certifications — an ownable AI operating system for healthcare.

Experience OS Today

Architecture ReviewMap your EHR/EMR/credentialing and security requirements
Private PilotDeploy in your cloud with your datasets and policies
Schedule a DemoSee how OS unifies clinical data, safeguards PHI, and powers agents—with code you own.

What our partners say about us

Chris Gabriel

Chris Gabriel | Google

Lorena Barba

Lorena Barba | George Washington University

Dr. Juana Mendenhall

Dr. Juana Mendenhall | Morehouse College

Juile Diop

Juile Diop | MIT

Adam Tetelman

Adam Tetelman | Nvidia

Jason Dom

Jason Dom | American Public University System

Benjamin Breyer

Benjamin Breyer | Columbia University

Ken Fujiuchi

Ken Fujiuchi | SUNY

Erika Digirolamo

Erika Digirolamo | Monroe College

David Flaten

David Flaten | SUNY

David Vise

David Vise | Modern States Education Alliance

Linda Wood

Linda Wood | ARM Institute (U.S. Department of Defense)

Chris Gabriel

Chris Gabriel | Google

Lorena Barba

Lorena Barba | George Washington University

Dr. Juana Mendenhall

Dr. Juana Mendenhall | Morehouse College

Juile Diop

Juile Diop | MIT

Adam Tetelman

Adam Tetelman | Nvidia

Jason Dom

Jason Dom | American Public University System

Benjamin Breyer

Benjamin Breyer | Columbia University

Ken Fujiuchi

Ken Fujiuchi | SUNY

Erika Digirolamo

Erika Digirolamo | Monroe College

David Flaten

David Flaten | SUNY

David Vise

David Vise | Modern States Education Alliance

Linda Wood

Linda Wood | ARM Institute (U.S. Department of Defense)

Frequently Asked Questions