AI governance that operators can actually run.
Governance in Corral is not a slide deck. It is the runtime rule that decides what AI can say, what it must cite, and what gets blocked before output ships.
Turn policy into runtime behavior.
Choose approved sources, define answer boundaries, and give your team an audit trail they can inspect when something is passed, narrowed, or blocked.
Policy control
Decide what sources are approved for each workflow and what kinds of answers are allowed to ship.
Audit trail
Review what was checked, what was cited, and why the answer was shipped or blocked.
The Problem
Most AI teams have policy on paper but not enough control at the point where the answer is actually produced.
Policy on paper
Teams say the model should stay inside approved sources, avoid risky claims, and keep an audit trail. But when the answer is generated, none of that is guaranteed.
Policy at runtime
Corral checks the approved support before the answer leaves the system. If the support or policy is missing, the answer does not get a free pass.
How Governance Is Enforced
Corral turns governance into four visible steps: choose the approved sources, check the answer, log the decision, and stop what should not ship.
Set approved sources
Each workflow starts with the documents, records, and policies your team is willing to stand behind.
Check every draft
Corral compares the answer against those approved sources before it reaches a person or downstream system.
Log the decision
Every pass, block, and narrowed response is recorded so operators can review what happened and why.
Escalate or stop
If support is missing or the request is out of policy, the answer is blocked or routed for review instead of slipping through.
No approved support, no shipped answer.
Governance only matters if it changes what leaves the system. Corral makes that decision visible.
Use Cases
These are the places where governance matters because people act on the answer and the business carries the downside.
Regulated teams
Audit-ready outputs
Governance means you can show what source material supported the answer and why the system allowed it to ship.
Finance
Unsupported numbers stay blocked
A governance rule is useful when it prevents a model from turning weak evidence into a number people will run with.
Operations
Policy becomes runtime behavior
Teams need the system to follow approved process in the moment, not just agree with a policy document in theory.
Liability
Blocked answers beat cleanup work
When the answer carries exposure, a visible stop is usually cheaper than a confident response that needs defending later.
Corral makes governance visible at the point of answer.
Instead of trusting prompts and spot checks, Corral turns approved sources, answer boundaries, and decision logging into part of the product.
Audit Trail
Every decision is logged in a format an operator, risk team, or reviewer can scan quickly.
Query
What's my runway at current burn?
Sources reviewed
4
Sources cited
0
Evidence score
0%
Outcome
Blocked
Query
What coolant does the 2019 F-150 use?
Sources reviewed
8
Sources cited
7
Evidence score
92%
Outcome
Shipped
Bring the workflow where policy matters.
We'll show how Corral enforces approved sources, logs decisions, and blocks unsupported answers before they create exposure.