How It WorksCorral in plain English

Connect the source of truth. Check the answer. Ship proof or stop.

Corral turns one risky AI step into three controlled steps: start from approved information, compare the draft to that information, and decide what earns the right to ship.

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In plain English

Corral replaces “trust the model” with a release decision.

The goal is not to make a guess look more credible. The goal is to stop unsupported answers before they become customer-facing or internal truth.

Approved sources in

Start from the policies, records, and documents your team is willing to stand behind.

Answer checked

Corral compares the draft against those approved sources before it reaches a person.

Proof out or blocked

Supported answers ship with proof. Unsupported ones are narrowed, escalated, or stopped.

Three-Part Flow

The structure stays simple: approved information comes in, the answer gets checked, and the system decides what can leave the workflow.

Working model

Approved sources in.Answer checked.Proof out or blocked.

The system is only useful if it changes what actually ships, not just how the answer is explained.

Approved sources in

Start from the policies, records, and documents your team is willing to stand behind.

Answer checked

Corral compares the draft against those approved sources before it reaches a person.

Proof out or blocked

Supported answers ship with proof. Unsupported ones are narrowed, escalated, or stopped.

What Each Step Does

Corral stays readable because each step has one job: define the boundary, check the answer, and decide what leaves the system.

Step 1Source setup

Start from the material your team trusts.

Approved information

Connect the policies, manuals, product docs, transcripts, spreadsheets, or operational records that belong inside the workflow.

Why it matters

Corral begins with approved inputs instead of hoping the model remembers correctly or stays grounded on its own.

What it does

Only approved material enters the workflow
The source of truth stays inspectable
Teams can define the boundary per workflow or audience
The system starts from evidence, not model memory

Step 2Answer check

Check what the draft actually says.

Runtime comparison

Corral compares the draft answer to the approved sources before the answer is shown to a customer, teammate, or downstream system.

Why it matters

This is a release decision, not a decorative citation pass after the answer has already been accepted.

What it does

Unsupported claims are caught before output
Partial support can trigger a narrower answer
Conflicting sources can stay visible instead of being blended away
The proof check happens while the workflow still has time to stop

Step 3Release decision

Only ship what the business can defend.

Ship, narrow, or stop

If the support is strong, the answer can ship with proof. If the support is weak or missing, Corral narrows the response, escalates it, or blocks it.

Why it matters

The core promise is not that AI gets smarter. It is that unsupported answers stop before the business pays for them.

What it does

Supported answers can ship with proof
Unsupported answers do not get a free pass
Operators can define escalation paths for edge cases
The final behavior stays aligned with business risk

Why This Is More Than Citations

Corral changes the workflow before output ships. That is different from dressing up a risky answer after it already exists.

Before the answer

Source setup

Typical AI workflow

Give the model some context and hope it stays inside the right boundaries.

Corral

Start from approved sources for a specific workflow and keep that boundary explicit.

At the moment of output

Answer check

Typical AI workflow

Trust the draft because it sounds plausible or because it can show a citation badge afterward.

Corral

Compare the draft to approved support before the answer is accepted as good enough to ship.

What actually ships

Release decision

Typical AI workflow

Let the answer through unless someone notices a problem later.

Corral

Ship proof, narrow the answer, or stop it before the workflow creates cleanup work.

Bring the workflow where the answer matters.

We'll show you how Corral would connect the source of truth, check the answer, and decide what should ship.

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