CorralData MCP

Your AI assistant now speaks real data.

What your AI assistant can't do on its own is know your business — your metric definitions, governance rules, benchmarks, and actual numbers. CorralData MCP adds what's missing.

What is CorralData MCP?

CorralData MCP is an integration that connects your CorralData account directly to Claude, ChatGPT, and other MCP-compatible AI assistants. Once connected, your AI assistant has real-time, HIPAA-compliant access to your business data and warehouse — with your domain-specific data models, governance rules, and organization's benchmarks built in.

The problem

Your AI was missing one thing: ‍

your business data

AI assistants have been flying blind on your specific business. Even with connectors, they're pulling from raw, ungoverned sources — data that hasn't been structured, validated, or made HIPAA-compliant. The insight you need is only as good as the data behind it.

Traditional AI integration

AI assistant

Stale export or raw, ungoverned connector

Source systems (EMR, CRM, etc.)

Confident answers but unreliable foundation.

Stale data · No HIPAA compliance · Hallucination risk

CorralData MCP

AI assistant

MCP bridge · live queries

Governed HIPAA warehouse

Trustworthy answers backed by your actual data.

Real-time data · HIPAA-compliant · Real SQL queries

The gaps

Four things your
AI assistant can't do

Intelligence without the right context, models, and guardrails produces confident-sounding guesses — not decisions you can act on.

🏗️

It doesn't know your data model

What does "rebooking rate" mean for your business? How is accrual revenue calculated? AI assistants don't know — and it will answer confidently anyway. That's what CorralData solves at the data layer. Definitions are standardized, datasets are structured, and metrics are built to reflect how your business actually works — so the AI isn't guessing at what any of it means.

🔒

It can't enforce governance or HIPAA

When you paste data or connect the AI assistant directly to a database, there are no governance controls — no row-level security, no HIPAA compliance at the query layer, no record of what was accessed. CorralData enforces all of this, so your AI assistant works within the same rules as the rest of your organization.

📊

It can't tell you if your numbers are good

Is 8% rebooking rate strong for your business, or is March always slower? The AI assistant has no way to know. CorralData holds your historical data — so your AI can recognize your own patterns, your seasonality, and what an actual anomaly looks like for you specifically.

⚙️

It can answer — but it can't act

Your AI assistant can surface an insight. But updating a record, triggering a downstream workflow, or pushing a change back to your source systems — with an approval chain and an audit trail — requires more than a conversation. CorralData connects the full loop: from AI-generated insight to governed action.

Why it's different

Not all AI data integrations
are equal.

The difference isn't the AI model. It's what the AI is talking to. CorralData does the hard work first — 600+ ETL connectors, managed warehouse, HIPAA governance — so every AI answer is trustworthy.

	Other platforms	CorralData MCP
Data source	Raw, ungoverned sources	Clean, governed warehouse
Data freshness	No freshness guarantee	Real-time, continuously updated
HIPAA compliance	Not included	Every plan, always
Setup	Months, data engineers needed	Days, no engineers needed
AI queries	Single-source, hallucination risk	Cross-source joined SQL queries
Reverse ETL	Manual or separate tool	Built-in, AI-triggered

Live demo

The conversation —
grounded in real data.

When you ask a question, CorralData MCP translates it into a real SQL query: validated before it runs, cross-joining your sources (CRM, EMR, ad platforms) the same way a data engineer would. What comes back is based on your actual data, structured and governed, every time.

Use cases

How teams use CorralData
MCP every day.

Board Meeting Prep

"Help me prep for Friday's board meeting — what's the Q1 story? Where did we grow, where did we miss, and what's driving both?"

Your AI assistant pulls your actual Q1 data and helps you frame it into a narrative. You walk into the room with a point of view, not just a printout.

Service Line Analysis

"We're thinking about doubling down on injectables next quarter. What has that service line looked like — growth, volume, any locations leading the way?"

Your AI assistant surfaces the relevant trends and helps you pressure-test the decision with real data — in the same conversation where you're building the strategy.

Revenue Troubleshooting

"Revenue for March is coming back lower than I expected. Can you look at the data and help me figure out what's going on?"

Your AI assistant investigates across your actual records and tells you whether it's a real shift, a data issue, or something specific to a location.

Auto-Built Decks

"Build my board deck slides — revenue by location, top services, and month-over-month growth."

Your AI assistant pulls your live numbers and populates the slides with your actual data. You review and refine — you don't start from a blank template.

CorralData gives us the visibility we need to confidently scale our business. Clear insight into metrics like ROI and LTV:CAC is critical when growing across locations.

Manish Goomar

Chief Digital Officer, Options Medical Weight Loss

CorralData builds the foundation.
MCP opens the door.

We handle the warehouse, ETL, and governance — so when you connect to Claude or ChatGPT, your AI assistant is talking to real, structured, HIPAA-compliant data. Get set up in minutes.

Step 1

Connect

Step 2

Open Claude

Add CorralData as an MCP server in your settings

Step 3

Ask anything

Your warehouse data is live in every chat

Full setup guide

Book a Demo