feat(quaidal): backend API + frontend tab for BSI QUAIDAL data-quality controls

Wire the 195 Clean-Room QUAIDAL controls (from breakpilot-core migration 011)
into the compliance SaaS UI.

Backend:
- GET /api/v1/quaidal/stats           - counts by kind + source provenance
- GET /api/v1/quaidal/controls        - list, optional kind= filter
- GET /api/v1/quaidal/controls/{id}   - single derived control
- GET /api/v1/quaidal/criteria        - 10 QKB criteria
- GET /api/v1/quaidal/criteria/{id}   - QKB with QB/MA/QM tree

Frontend:
- /sdk/quality: new "Trainingsdaten-Qualität (BSI QUAIDAL)" tab with
  10 QKB cards and a drill-down modal showing the full QB→MA→QM tree
  plus original BSI source link and license note.
- /sdk/ai-act: Art. 10 tile on each high-risk/unacceptable result,
  linking to /sdk/quality?category=data_quality.

Pattern matches existing IACE module DIN-reference handling:
own wording, source section + URL preserved for due diligence.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
This commit is contained in:
Benjamin Admin
2026-05-19 13:03:54 +02:00
parent 313982c6f1
commit e536247c20
13 changed files with 821 additions and 16 deletions
@@ -0,0 +1,27 @@
import { NextRequest, NextResponse } from 'next/server'
const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
function tenantHeader(request: NextRequest): string {
return request.headers.get('x-tenant-id') || '00000000-0000-0000-0000-000000000001'
}
export async function GET(
request: NextRequest,
{ params }: { params: Promise<{ derived_id: string }> }
) {
const { derived_id } = await params
try {
const resp = await fetch(
`${BACKEND_URL}/api/v1/quaidal/controls/${encodeURIComponent(derived_id)}`,
{ headers: { 'X-Tenant-ID': tenantHeader(request) }, cache: 'no-store' }
)
const body = await resp.text()
return new NextResponse(body, {
status: resp.status,
headers: { 'Content-Type': resp.headers.get('Content-Type') || 'application/json' },
})
} catch (err) {
return NextResponse.json({ error: 'Backend unreachable', details: String(err) }, { status: 502 })
}
}
@@ -0,0 +1,25 @@
import { NextRequest, NextResponse } from 'next/server'
const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
function tenantHeader(request: NextRequest): string {
return request.headers.get('x-tenant-id') || '00000000-0000-0000-0000-000000000001'
}
export async function GET(request: NextRequest) {
const { searchParams } = new URL(request.url)
const qs = searchParams.toString()
try {
const resp = await fetch(
`${BACKEND_URL}/api/v1/quaidal/controls${qs ? `?${qs}` : ''}`,
{ headers: { 'X-Tenant-ID': tenantHeader(request) }, cache: 'no-store' }
)
const body = await resp.text()
return new NextResponse(body, {
status: resp.status,
headers: { 'Content-Type': resp.headers.get('Content-Type') || 'application/json' },
})
} catch (err) {
return NextResponse.json({ error: 'Backend unreachable', details: String(err) }, { status: 502 })
}
}
@@ -0,0 +1,27 @@
import { NextRequest, NextResponse } from 'next/server'
const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
function tenantHeader(request: NextRequest): string {
return request.headers.get('x-tenant-id') || '00000000-0000-0000-0000-000000000001'
}
export async function GET(
request: NextRequest,
{ params }: { params: Promise<{ section_id: string }> }
) {
const { section_id } = await params
try {
const resp = await fetch(
`${BACKEND_URL}/api/v1/quaidal/criteria/${encodeURIComponent(section_id)}`,
{ headers: { 'X-Tenant-ID': tenantHeader(request) }, cache: 'no-store' }
)
const body = await resp.text()
return new NextResponse(body, {
status: resp.status,
headers: { 'Content-Type': resp.headers.get('Content-Type') || 'application/json' },
})
} catch (err) {
return NextResponse.json({ error: 'Backend unreachable', details: String(err) }, { status: 502 })
}
}
@@ -0,0 +1,23 @@
import { NextRequest, NextResponse } from 'next/server'
const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
function tenantHeader(request: NextRequest): string {
return request.headers.get('x-tenant-id') || '00000000-0000-0000-0000-000000000001'
}
export async function GET(request: NextRequest) {
try {
const resp = await fetch(`${BACKEND_URL}/api/v1/quaidal/criteria`, {
headers: { 'X-Tenant-ID': tenantHeader(request) },
cache: 'no-store',
})
const body = await resp.text()
return new NextResponse(body, {
status: resp.status,
headers: { 'Content-Type': resp.headers.get('Content-Type') || 'application/json' },
})
} catch (err) {
return NextResponse.json({ error: 'Backend unreachable', details: String(err) }, { status: 502 })
}
}
@@ -0,0 +1,23 @@
import { NextRequest, NextResponse } from 'next/server'
const BACKEND_URL = process.env.BACKEND_URL || 'http://backend-compliance:8002'
function tenantHeader(request: NextRequest): string {
return request.headers.get('x-tenant-id') || '00000000-0000-0000-0000-000000000001'
}
export async function GET(request: NextRequest) {
try {
const resp = await fetch(`${BACKEND_URL}/api/v1/quaidal/stats`, {
headers: { 'X-Tenant-ID': tenantHeader(request) },
cache: 'no-store',
})
const body = await resp.text()
return new NextResponse(body, {
status: resp.status,
headers: { 'Content-Type': resp.headers.get('Content-Type') || 'application/json' },
})
} catch (err) {
return NextResponse.json({ error: 'Backend unreachable', details: String(err) }, { status: 502 })
}
}
@@ -0,0 +1,45 @@
'use client'
import Link from 'next/link'
interface Props {
/** Risk classification of the AI system. Tile is only rendered for high_risk / unacceptable. */
riskLevel: string
}
/**
* Renders a tile pointing to the BSI QUAIDAL-based data-quality control tab.
* AI Act Article 10 obligations (training-data quality) apply only to high-risk
* systems, so the tile is skipped for limited / minimal / not-applicable classes.
*/
export function Art10Tile({ riskLevel }: Props) {
if (riskLevel !== 'high_risk' && riskLevel !== 'unacceptable') return null
return (
<Link
href="/sdk/quality?category=data_quality"
className="block mt-3 p-3 rounded-lg border border-purple-200 bg-purple-50 hover:bg-purple-100 transition-colors"
>
<div className="flex items-start gap-3">
<div className="w-9 h-9 rounded-full bg-purple-200 text-purple-700 flex items-center justify-center shrink-0">
<svg className="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24">
<path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2}
d="M3 7v10a2 2 0 002 2h14a2 2 0 002-2V7M3 7l9 6 9-6M3 7l9-4 9 4" />
</svg>
</div>
<div className="flex-1 min-w-0">
<div className="text-sm font-semibold text-purple-900">
Art. 10 Datenqualität (Hochrisiko-KI)
</div>
<div className="text-xs text-purple-700 mt-0.5">
BSI QUAIDAL Controls: 10 Kriterien, 15 Bausteine, 30 Maßnahmen, 140 Metriken.
Klicken zum Öffnen des Trainingsdaten-Qualität-Moduls.
</div>
</div>
<svg className="w-4 h-4 text-purple-500 shrink-0 mt-1" fill="none" stroke="currentColor" viewBox="0 0 24 24">
<path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M9 5l7 7-7 7" />
</svg>
</div>
</Link>
)
}
+2
View File
@@ -9,6 +9,7 @@ import { RiskPyramid } from './_components/RiskPyramid'
import { AddSystemForm } from './_components/AddSystemForm'
import { AISystemCard } from './_components/AISystemCard'
import DecisionTreeWizard from '@/components/sdk/ai-act/DecisionTreeWizard'
import { Art10Tile } from './_components/Art10Tile'
type TabId = 'overview' | 'decision-tree' | 'results'
@@ -136,6 +137,7 @@ function SavedResultsTab() {
Löschen
</button>
</div>
<Art10Tile riskLevel={r.high_risk_result} />
</div>
))}
</div>
@@ -0,0 +1,152 @@
'use client'
import { useEffect, useState } from 'react'
import { fetchCriterionTree, type QuaidalControl, type QuaidalCriterionTree } from '../_hooks/useQuaidalData'
interface Props {
sectionId: string
onClose: () => void
}
function ControlBlock({ ctrl, badgeColor }: { ctrl: QuaidalControl; badgeColor: string }) {
return (
<div className="border border-gray-200 rounded-lg p-4 bg-white">
<div className="flex items-start justify-between gap-3 mb-2">
<h4 className="font-semibold text-gray-900">{ctrl.canonical_name}</h4>
<span className={`px-2 py-0.5 text-xs rounded-full ${badgeColor} shrink-0`}>{ctrl.source.section}</span>
</div>
<p className="text-sm text-gray-600 mb-3 whitespace-pre-line">{ctrl.description}</p>
{ctrl.source.url && (
<a
href={ctrl.source.url}
target="_blank"
rel="noreferrer noopener"
className="text-xs text-purple-600 hover:text-purple-800 underline"
>
BSI-Quelle ansehen ({ctrl.source.framework})
</a>
)}
</div>
)
}
export function QuaidalCriterionDetail({ sectionId, onClose }: Props) {
const [tree, setTree] = useState<QuaidalCriterionTree | null>(null)
const [loading, setLoading] = useState(true)
useEffect(() => {
let active = true
setLoading(true)
fetchCriterionTree(sectionId).then(t => {
if (active) {
setTree(t)
setLoading(false)
}
})
return () => { active = false }
}, [sectionId])
return (
<div className="fixed inset-0 z-50 flex items-center justify-center bg-black/40 p-4">
<div className="bg-white rounded-2xl shadow-xl w-full max-w-4xl max-h-[90vh] overflow-hidden flex flex-col">
<div className="flex items-center justify-between px-6 py-4 border-b border-gray-200">
<div>
<div className="text-xs text-gray-500 uppercase tracking-wide">QUAIDAL Kriterium</div>
<h2 className="text-xl font-bold text-gray-900">
{tree?.criterion.canonical_name || sectionId}
</h2>
</div>
<button
onClick={onClose}
className="w-8 h-8 rounded-full hover:bg-gray-100 flex items-center justify-center text-gray-500"
aria-label="Schliessen"
>×</button>
</div>
<div className="overflow-y-auto p-6 space-y-6">
{loading && <div className="text-center text-gray-400 py-12">Lade...</div>}
{tree && (
<>
<div>
<h3 className="text-sm font-semibold text-gray-500 uppercase tracking-wide mb-2">
Anforderung (eigene Formulierung)
</h3>
<div className="bg-purple-50 border border-purple-200 rounded-lg p-4">
<p className="text-gray-800 whitespace-pre-line">{tree.criterion.description}</p>
</div>
<div className="mt-3 flex flex-wrap items-center gap-3 text-xs text-gray-500">
<span>Regulierung: <span className="font-medium text-gray-700">{tree.criterion.regulation_anchor || '—'}</span></span>
<span>Quelle: <span className="font-medium text-gray-700">{tree.criterion.source.framework} {tree.criterion.source.section}</span></span>
{tree.criterion.source.url && (
<a href={tree.criterion.source.url} target="_blank" rel="noreferrer noopener" className="text-purple-600 hover:text-purple-800 underline">
Originalquelle
</a>
)}
</div>
</div>
{tree.criterion.external_refs.length > 0 && (
<div>
<h3 className="text-sm font-semibold text-gray-500 uppercase tracking-wide mb-2">
Externe Referenzen (nicht ingestiert, nur Verweis)
</h3>
<div className="flex flex-wrap gap-2">
{tree.criterion.external_refs.map((ref, i) => (
<span key={i} className="px-2 py-1 text-xs bg-gray-100 text-gray-700 rounded">
{ref.framework}{ref.citation ? `${ref.citation}` : ''}
</span>
))}
</div>
</div>
)}
{tree.building_blocks.length > 0 && (
<div>
<h3 className="text-sm font-semibold text-gray-500 uppercase tracking-wide mb-3">
Bausteine ({tree.building_blocks.length})
</h3>
<div className="grid grid-cols-1 md:grid-cols-2 gap-3">
{tree.building_blocks.map(qb => (
<ControlBlock key={qb.derived_id} ctrl={qb} badgeColor="bg-blue-100 text-blue-700" />
))}
</div>
</div>
)}
{tree.measures.length > 0 && (
<div>
<h3 className="text-sm font-semibold text-gray-500 uppercase tracking-wide mb-3">
Maßnahmen ({tree.measures.length})
</h3>
<div className="grid grid-cols-1 md:grid-cols-2 gap-3">
{tree.measures.map(m => (
<ControlBlock key={m.derived_id} ctrl={m} badgeColor="bg-green-100 text-green-700" />
))}
</div>
</div>
)}
{tree.metrics.length > 0 && (
<div>
<h3 className="text-sm font-semibold text-gray-500 uppercase tracking-wide mb-3">
Metriken & Methoden ({tree.metrics.length})
</h3>
<div className="grid grid-cols-1 md:grid-cols-2 gap-3">
{tree.metrics.map(qm => (
<ControlBlock key={qm.derived_id} ctrl={qm} badgeColor="bg-amber-100 text-amber-700" />
))}
</div>
</div>
)}
</>
)}
</div>
<div className="px-6 py-3 border-t border-gray-200 bg-gray-50 text-xs text-gray-500">
Eigene Clean-Room-Ableitung von BSI QUAIDAL. Quellverweis und Lizenz-Note pro Eintrag.
</div>
</div>
</div>
)
}
@@ -0,0 +1,109 @@
'use client'
import { useState } from 'react'
import { useQuaidalData, type QuaidalControl } from '../_hooks/useQuaidalData'
import { QuaidalCriterionDetail } from './QuaidalCriterionDetail'
function CriterionCard({ ctrl, onOpen }: { ctrl: QuaidalControl; onOpen: () => void }) {
return (
<button
onClick={onOpen}
className="text-left bg-white rounded-xl border border-gray-200 p-5 hover:border-purple-400 hover:shadow-sm transition-all"
>
<div className="flex items-start justify-between mb-2">
<h3 className="font-semibold text-gray-900">{ctrl.canonical_name}</h3>
<span className="px-2 py-0.5 text-xs rounded-full bg-purple-100 text-purple-700">
{ctrl.source.section}
</span>
</div>
<p className="text-sm text-gray-600 line-clamp-3">{ctrl.description}</p>
<div className="mt-3 flex flex-wrap items-center gap-2 text-xs">
<span className="text-gray-500">Bausteine: <span className="font-medium text-gray-700">{ctrl.related_quaidal_ids.length}</span></span>
{ctrl.external_refs.slice(0, 2).map((r, i) => (
<span key={i} className="px-1.5 py-0.5 bg-gray-100 text-gray-600 rounded">
{r.framework}
</span>
))}
</div>
</button>
)
}
export function TrainingDataQualityTab() {
const { criteria, stats, loading, error } = useQuaidalData()
const [openSection, setOpenSection] = useState<string | null>(null)
if (loading) {
return <div className="text-center text-gray-400 py-12">Lade QUAIDAL-Katalog...</div>
}
if (error) {
return (
<div className="bg-red-50 border border-red-200 rounded-lg p-4 text-red-700">
QUAIDAL-Daten konnten nicht geladen werden: {error}
</div>
)
}
return (
<div className="space-y-6">
<div className="bg-purple-50 border border-purple-200 rounded-xl p-5">
<h2 className="text-lg font-semibold text-gray-900">Trainingsdaten-Qualität nach BSI QUAIDAL</h2>
<p className="text-sm text-gray-600 mt-1">
Operative Umsetzung von EU AI Act Art. 10 (Datenqualität für Hochrisiko-KI) auf Basis des
BSI-Katalogs QUAIDAL. Alle Controls sind eigenständig formuliert (Clean-Room) und verweisen
auf die jeweilige QUAIDAL-Sektion.
</p>
{stats && (
<div className="mt-4 grid grid-cols-2 md:grid-cols-4 gap-3 text-sm">
<div>
<div className="text-xs text-gray-500">Qualitätskriterien</div>
<div className="text-xl font-semibold text-gray-900">{stats.counts_by_kind.criterion ?? 0}</div>
</div>
<div>
<div className="text-xs text-gray-500">Bausteine</div>
<div className="text-xl font-semibold text-gray-900">{stats.counts_by_kind.building_block ?? 0}</div>
</div>
<div>
<div className="text-xs text-gray-500">Maßnahmen</div>
<div className="text-xl font-semibold text-gray-900">{stats.counts_by_kind.measure ?? 0}</div>
</div>
<div>
<div className="text-xs text-gray-500">Metriken & Methoden</div>
<div className="text-xl font-semibold text-gray-900">{stats.counts_by_kind.metric ?? 0}</div>
</div>
</div>
)}
</div>
<div>
<h3 className="text-lg font-semibold text-gray-900 mb-4">10 Qualitätskriterien</h3>
{criteria.length === 0 ? (
<div className="bg-white rounded-xl border border-gray-200 p-8 text-center text-gray-400">
Keine Kriterien gefunden. Bitte Backend-Ingest prüfen.
</div>
) : (
<div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-4">
{criteria.map(c => (
<CriterionCard
key={c.derived_id}
ctrl={c}
onOpen={() => setOpenSection(c.source.section)}
/>
))}
</div>
)}
</div>
{stats?.license_note && (
<div className="text-xs text-gray-500 italic">{stats.license_note}</div>
)}
{openSection && (
<QuaidalCriterionDetail
sectionId={openSection}
onClose={() => setOpenSection(null)}
/>
)}
</div>
)
}
@@ -0,0 +1,86 @@
'use client'
import { useCallback, useEffect, useState } from 'react'
export interface QuaidalExternalRef {
framework: string
citation: string | null
}
export interface QuaidalSource {
framework: string
section: string
url: string | null
commit_sha: string | null
title_original: string | null
license_note: string | null
}
export interface QuaidalControl {
derived_id: string
kind: 'criterion' | 'building_block' | 'measure' | 'metric'
canonical_name: string
description: string
regulation_anchor: string | null
related_quaidal_ids: string[]
external_refs: QuaidalExternalRef[]
source: QuaidalSource
plagiarism_score: number | null
}
export interface QuaidalStats {
counts_by_kind: Record<string, number>
source_framework: string
source_commit_sha: string | null
license_note: string | null
}
export interface QuaidalCriterionTree {
criterion: QuaidalControl
building_blocks: QuaidalControl[]
measures: QuaidalControl[]
metrics: QuaidalControl[]
}
const API_BASE = '/api/sdk/v1/quaidal'
export function useQuaidalData() {
const [criteria, setCriteria] = useState<QuaidalControl[]>([])
const [stats, setStats] = useState<QuaidalStats | null>(null)
const [loading, setLoading] = useState(true)
const [error, setError] = useState<string | null>(null)
const loadAll = useCallback(async () => {
setLoading(true)
setError(null)
try {
const [criteriaRes, statsRes] = await Promise.all([
fetch(`${API_BASE}/criteria`, { cache: 'no-store' }),
fetch(`${API_BASE}/stats`, { cache: 'no-store' }),
])
if (criteriaRes.ok) {
const data = (await criteriaRes.json()) as QuaidalControl[]
setCriteria(Array.isArray(data) ? data : [])
} else {
setError(`Criteria endpoint returned ${criteriaRes.status}`)
}
if (statsRes.ok) {
setStats(await statsRes.json())
}
} catch (err) {
setError(String(err))
} finally {
setLoading(false)
}
}, [])
useEffect(() => { loadAll() }, [loadAll])
return { criteria, stats, loading, error, reload: loadAll }
}
export async function fetchCriterionTree(sectionId: string): Promise<QuaidalCriterionTree | null> {
const res = await fetch(`${API_BASE}/criteria/${encodeURIComponent(sectionId)}`, { cache: 'no-store' })
if (!res.ok) return null
return (await res.json()) as QuaidalCriterionTree
}
+56 -16
View File
@@ -1,15 +1,23 @@
'use client'
import { useState, useEffect } from 'react'
import { useSearchParams } from 'next/navigation'
import { useSDK } from '@/lib/sdk'
import { useQualityData } from './_hooks/useQualityData'
import { MetricCard, type QualityMetric } from './_components/MetricCard'
import { TestRow } from './_components/TestRow'
import { MetricModal } from './_components/MetricModal'
import { TestModal } from './_components/TestModal'
import { TrainingDataQualityTab } from './_components/TrainingDataQualityTab'
type TabId = 'model_quality' | 'data_quality'
export default function QualityPage() {
const { state } = useSDK()
const searchParams = useSearchParams()
const initialTab: TabId = searchParams?.get('category') === 'data_quality' ? 'data_quality' : 'model_quality'
const [tab, setTab] = useState<TabId>(initialTab)
const {
metrics,
tests,
@@ -41,24 +49,54 @@ export default function QualityPage() {
<h1 className="text-2xl font-bold text-gray-900">AI Quality Dashboard</h1>
<p className="mt-1 text-gray-500">Ueberwachen Sie die Qualitaet und Fairness Ihrer KI-Systeme</p>
</div>
<div className="flex items-center gap-2">
<button
onClick={() => setShowTestModal(true)}
className="flex items-center gap-2 px-4 py-2 border border-purple-300 text-purple-700 rounded-lg hover:bg-purple-50 transition-colors"
>
<svg className="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M4 4v5h.582m15.356 2A8.001 8.001 0 004.582 9m0 0H9m11 11v-5h-.581m0 0a8.003 8.003 0 01-15.357-2m15.357 2H15" /></svg>
Test hinzufuegen
</button>
<button
onClick={() => { setEditMetric(undefined); setShowMetricModal(true) }}
className="flex items-center gap-2 px-4 py-2 bg-purple-600 text-white rounded-lg hover:bg-purple-700 transition-colors"
>
<svg className="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M12 6v6m0 0v6m0-6h6m-6 0H6" /></svg>
Messung hinzufuegen
</button>
</div>
{tab === 'model_quality' && (
<div className="flex items-center gap-2">
<button
onClick={() => setShowTestModal(true)}
className="flex items-center gap-2 px-4 py-2 border border-purple-300 text-purple-700 rounded-lg hover:bg-purple-50 transition-colors"
>
<svg className="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M4 4v5h.582m15.356 2A8.001 8.001 0 004.582 9m0 0H9m11 11v-5h-.581m0 0a8.003 8.003 0 01-15.357-2m15.357 2H15" /></svg>
Test hinzufuegen
</button>
<button
onClick={() => { setEditMetric(undefined); setShowMetricModal(true) }}
className="flex items-center gap-2 px-4 py-2 bg-purple-600 text-white rounded-lg hover:bg-purple-700 transition-colors"
>
<svg className="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M12 6v6m0 0v6m0-6h6m-6 0H6" /></svg>
Messung hinzufuegen
</button>
</div>
)}
</div>
<div className="border-b border-gray-200">
<nav className="-mb-px flex gap-6">
<button
onClick={() => setTab('model_quality')}
className={`pb-3 px-1 text-sm font-medium border-b-2 transition-colors ${
tab === 'model_quality'
? 'border-purple-500 text-purple-600'
: 'border-transparent text-gray-500 hover:text-gray-700'
}`}
>
Modell-Qualität
</button>
<button
onClick={() => setTab('data_quality')}
className={`pb-3 px-1 text-sm font-medium border-b-2 transition-colors ${
tab === 'data_quality'
? 'border-purple-500 text-purple-600'
: 'border-transparent text-gray-500 hover:text-gray-700'
}`}
>
Trainingsdaten-Qualität (BSI QUAIDAL)
</button>
</nav>
</div>
{tab === 'data_quality' && <TrainingDataQualityTab />}
{tab === 'model_quality' && (
<>
<div className="grid grid-cols-1 md:grid-cols-4 gap-4">
<div className="bg-white rounded-xl border border-gray-200 p-6">
<div className="text-sm text-gray-500">Durchschnittlicher Score</div>
@@ -141,6 +179,8 @@ export default function QualityPage() {
</div>
</div>
</div>
</>
)}
{showMetricModal && (
<MetricModal