// GLOSSARY · QUALITY GATES

Quality gates

Four automated checks every Kompozy output passes before autopilot ships it: persona, platform-cadence, fact-anchor, brand-safety.

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Last verified · 2026-05-29 · by Moe Ameen

What it is

The 4 quality gates are what make autopilot safe to run. Gate 1 requires the Persona Brief in context for every generation. Gate 2 enforces platform-native cadences and format compatibility. Gate 3 rejects outputs citing stats not present in the source content. Gate 4 rejects outputs containing banned words from the Persona Brief.

Outputs that fail any gate return to the review queue instead of auto-publishing. Set a Slack notification on gate failures to catch edge cases.

Frequently asked questions

What are quality gates in Kompozy?

Quality gates are four automated checks every Kompozy output passes before autopilot ships it: persona, platform-cadence, fact-anchor, and brand-safety. They are what make autopilot safe to run.

What does each of the four gates check?

Gate 1 requires the Persona Brief in context for every generation, Gate 2 enforces platform-native cadences and format compatibility, Gate 3 rejects outputs citing stats not present in the source content, and Gate 4 rejects outputs containing banned words from the Persona Brief.

What happens when an output fails a quality gate?

Outputs that fail any gate return to the review queue instead of auto-publishing. You can set a Slack notification on gate failures to catch edge cases.

How do quality gates prevent AI slop on autopilot?

The fact-anchor gate rejects invented statistics not present in the source, the brand-safety gate rejects banned words, and the persona gate forces every generation through your Persona Brief, so failing outputs route to review rather than publishing.

Related terms

  • AutopilotKompozy’s opt-in mode that generates and schedules content without human approval — gated by 4 quality checks.
  • Persona BriefA structured prompt that defines your voice, banned words, reference creators, and required formats — used as context for every AI-generated output in Kompozy.
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