The protocol is the beginning. The control plane is the advantage.
ImpactMCP is the governed intelligence layer that owns capability truth — transforming unstructured healthcare content into structured, AI-addressable enterprise knowledge.
AI isn't failing because the models aren't powerful enough. It is failing because the input substrate is wrong.
The Problem
- Healthcare loses an estimated $40 billion annually to unfilled appointment slots. Appointment inventory is perishable.
- Enterprise content was written for humans browsing websites — not for AI agents resolving intent at machine speed.
- The Model Context Protocol enables tool discovery, but lacks the governance, semantic grounding, and orchestration that healthcare demands.
The competitive moat isn't the model. It's the deepest, most governed capabilities architecture in the industry.
How It Works
1. Structural Analysis
ImpactMCP ingests raw enterprise content — web pages, PDFs, service lines, provider directories — and decomposes it into discrete, addressable capability units.
2. Entity Extraction
Clinical and operational entities are identified and normalized: providers, specialties, conditions, locations, services, and access pathways are mapped to a unified schema.
3. Semantic Grounding
Each capability unit is enriched with semantic context — intent patterns, eligibility rules, operational constraints — so AI systems understand not just what exists, but when and how it applies.
4. Capability Publication
Governed capabilities are published as MCP-compatible tools — discoverable, version-controlled, and policy-gated — ready for any AI agent, copilot, or channel to consume.
The Capability Control Plane
The system that becomes your enterprise's capability truth — describing what you can actually do for a patient right now, at this location, with this insurance, for this condition. A peer system of record alongside your EHR, CRM, and ERP — purpose-built for the agentic era.
Outcomes
Capability Truth at Scale
Every AI interaction draws from a single, governed source of capability truth — eliminating hallucination, inconsistency, and content drift across channels.
Intelligence That Compounds
As capabilities are structured and published, the entire AI ecosystem gets smarter — each new integration amplifies the value of every capability already in the system.
$40B in Perishable Inventory
Healthcare doesn't have a demand problem — it has a conversion problem. $40B in unfilled appointments perish annually because intent decays in portals, phone trees, and call queues. For a typical 1,000-provider system, that's $140M in unrealized revenue each year.
Trust & Governance
ImpactMCP fills the gaps that raw MCP leaves open: governance, semantic grounding, and orchestration. Every capability is policy-controlled, auditable, and compliant — so healthcare organizations can participate in the agentic ecosystem without sacrificing oversight.
Powers the Ecosystem
Governed Capability Tools
ImpactMCP publishes healthcare capabilities as governed, AI-addressable tools. Each tool is policy-gated, auditable, and designed for deterministic execution by any AI agent or copilot.
Search Provider
Match patient intent to the right provider based on specialty, condition, location, insurance, and availability. Structured results — not search engine guesswork.
MCP ToolHold Appointment
Reserve an appointment slot in real time via FHIR integration with the health system's scheduling engine. Holds are time-limited and policy-controlled.
FHIR R4Verify Insurance
Confirm patient insurance eligibility and provider network status before scheduling. Reduces no-shows and billing friction at the point of access.
OptumBook Appointment
Convert a held slot into a confirmed appointment via FHIR. Completes the intent-to-care loop — from patient question to scheduled visit in one conversation.
FHIR R4