> ## Documentation Index
> Fetch the complete documentation index at: https://docs.svrnos.com/llms.txt
> Use this file to discover all available pages before exploring further.

# GER-323 · Disparate Performance Without Pre-Deployment Audit

> AI system shipped without bias audit, deployed to a population that includes protected classes, and produces measurably different outcomes for similarly-situated individuals.

export const Badge = ({children, tone = "default", title}) => {
  const tones = {
    default: "bg-neutral-100 text-neutral-700",
    green: "bg-green-100 text-green-900",
    amber: "bg-amber-100 text-amber-900",
    blue: "bg-blue-50 text-blue-900",
    gray: "bg-neutral-50 text-neutral-600"
  };
  return <span className={`inline-flex items-center px-2 py-0.5 text-xs font-mono uppercase tracking-wider rounded ${tones[tone] ?? tones.default}`} title={title}>
      {children}
    </span>;
};

<div className="flex flex-wrap gap-2 mb-8 mt-2">
  <Badge tone="green">Documented</Badge> <Badge>Tier 3xx</Badge> <Badge>Layer L6</Badge> <Badge tone="blue" title="SVRNOS-assigned code in an HTTP-unassigned slot">Namespace-Claim</Badge> <Badge tone="gray">Added v0.2</Badge>
</div>

*Structural Moves*

## Definition

AI system shipped without bias audit, deployed to a population that includes protected classes, and produces measurably different outcomes for similarly-situated individuals.

## Distinct from

* [**GER-342**](/ger/codes/342) — Bias from absent pre-deployment audit → this code. Alignment over-correction creating new bias → GER-342.

## Documented case

<Card title="COMPAS Algorithm Reportedly Performs Poorly in Crime Recidivism Prediction" href="https://incidentdatabase.ai/cite/40">
  AIID #40
</Card>

### Cite

```
SVRNOS. (2026). GER-323: Disparate Performance Without Pre-Deployment Audit. Governance Error Register. https://docs.svrnos.com/ger/codes/323
```