---
title: "Sainapse: Quality Gates"
description: "An independent judge model scores every output headed for auto-apply against your rubric: fail it, and the action goes to a person instead."
canonical_url: "https://www.sainapse.ai/features/quality-gates"
markdown_url: "https://www.sainapse.ai/features/quality-gates.md"
text_url: "https://www.sainapse.ai/features/quality-gates.txt"
archetype: "feature-leaf"
---

# Sainapse: Quality Gates

Customer Support

## Quality Gates

QA before the action, not after the damage.

On this page:

- [What it is](https://www.sainapse.ai/features/quality-gates#features_quality_gates_03)

- [How it works](https://www.sainapse.ai/features/quality-gates#features_quality_gates_04)

- [Where it shows up](https://www.sainapse.ai/features/quality-gates#features_quality_gates_05)

- [Part of](https://www.sainapse.ai/features/quality-gates#features_quality_gates_06)

Updated August 2026

What it is

QA after the fact tells you what went wrong yesterday. A gate before the action stops it going wrong at all.

Sainapse scores every output headed for auto-apply against your rubric, using an independent judge model. Fail the rubric, and the output goes to a person on your team instead.

How it works

## How it works.

The judge runs inside the autonomy gate, not on a dashboard afterwards, and is billed per call.

Nothing reaches auto-apply without passing it. Guardrails sit on the same gate, and any action that touches a lot at once asks twice before it runs.

Where it shows up

## Where it shows up.

In front of every auto-applied action, on every workflow where you turn it on.

### Part of

- [Customer Support](https://www.sainapse.ai/workflows/customer-support)

- [All features](https://www.sainapse.ai/features)

## See it on your documents, tickets, and accounts.

- [Book a demo](https://www.sainapse.ai/book-a-demo)

## Sitemap

See the full [Sainapse sitemap](https://www.sainapse.ai/sitemap.md).