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Model Context Protocol
One standard way for AI agents to work with hospital systems.
MCP gives Prodoc agents a common interface to access approved hospital data and tools, reducing the need for one-off integrations as new agents are added.
MCP Architecture
HIS / EMR
LIS
Billing
CRM
Appointments
Patient Comms
MCP
MODEL CONTEXT
PROTOCOL
Voice AI
Care Agent
Operations Agent
Revenue Agent
Compliance Agent
AI Agents
One standardized connection layer
Every system used to mean its own integration project.
Connecting an EMR to a CRM, or a lab system to a patient app, usually means a one-off, point-to-point build. Multiply that across every pair of systems a hospital runs, and IT ends up maintaining dozens of separate bridges instead of one shared layer.
What changes for your hospital
Built on an open standard.
Agents connect through the Model Context Protocol, a publicly documented open standard, rather than a proprietary interface that only one vendor understands.
Fewer one-off integration projects.
One shared layer instead of a custom bridge for every pair of systems, so IT maintains a protocol, not a pile of one-off connections.
Built to support regulatory alignment.
DPDP for data handling, and ABDM for India's health-data standards, built into how the layer exchanges information.
Scales across a network.
The same layer works whether it's connecting one hospital's systems or a multi-hospital group with different vendors on each site.
Key features
Built around FHIR.
Supports FHIR data exchange, including India's ABDM standard, for systems that speak it.
Published specification.
The way agents request data and tools follows the public MCP specification, so your IT team can review the interface against a documented standard.
Flexible data exchange.
Supports both synchronous and asynchronous patterns, depending on what the use case needs.
Security throughout.
Encryption in transit and at rest, plus role-based access control.
Built for hospital IT environments.
Designed to deploy without a disruptive cutover, though every environment is different.
Multi-vendor support.
Works across a network running different vendors at different sites, not just a single-vendor stack.
How the layer works
The protocol is an open, publicly documented standard, so requests between source systems, agents, and Prodoc follow a published format rather than a closed one. Sync runs in near real time or in batches, depending on what the source system supports.
See Patient Journey OS on your floor.
Tell us about your hospital, and a Prodoc specialist will walk you through the modules, integration fit, and a rollout timeline built around the systems you already run.
Get a personalized walkthrough
See the integration layer connect to your first system.
Bring one real system, HIS, EMR, or LIS, and we'll walk through what the connection actually looks like.