diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7764bd16..056466e2 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -587,3 +587,11 @@ Added:
 - Preserved existing API clients, callbacks and export/QA behavior.
 - Added regression coverage for the QA/QC and Exports workspace structure.
 - No API contracts, migrations, product capabilities, live provider fetching or AI/model dependency changes were introduced.
+
+## Sprint 52 selected context inspector tabs (2026-06-17)
+
+- Replaced the fixed dataset-only right inspector with tabbed Context, Dataset, QA/Exports and AI Runs inspection.
+- Reused the existing dataset detail component for raster/vector operations so dataset behavior and callbacks remain unchanged.
+- Added context cards for selected project, AOI, map feature, latest QA/QC result, latest export and selected detection/segmentation run state.
+- Added regression coverage for inspector wiring and tab structure.
+- No API contracts, migrations, product capabilities, live provider fetching or AI/model dependency changes were introduced.
diff --git a/backend/tests/test_sprint28_dataset_workflow_hook.py b/backend/tests/test_sprint28_dataset_workflow_hook.py
index 0823f3da..58104bd6 100644
--- a/backend/tests/test_sprint28_dataset_workflow_hook.py
+++ b/backend/tests/test_sprint28_dataset_workflow_hook.py
@@ -52,19 +52,20 @@ def test_app_still_wires_dataset_ui_callbacks() -> None:
     assert "onUploadDataset={uploadDataset}" in app
     assert "onLoadDatasetDetails={loadDatasetDetails}" in app
     assert "onRefreshMetadata={refreshMetadata}" in app
-    assert "<DatasetDetailPanel" in app
-    assert "onRunRasterInspect={runRasterInspect}" in app
-    assert "onRunRasterPreview={runRasterPreview}" in app
-    assert "onRunRasterStats={runRasterStats}" in app
-    assert "onRunRasterReproject={runRasterReproject}" in app
-    assert "onRunRasterClip={runRasterClip}" in app
-    assert "onRunRasterTile={runRasterTile}" in app
-    assert "onRunRasterNdvi={runRasterNdvi}" in app
-    assert "onRunRasterNdwi={runRasterNdwi}" in app
-    assert "onRunRasterNdbi={runRasterNdbi}" in app
-    assert "onRunVectorClip={runVectorClip}" in app
-    assert "onRunVectorBuffer={runVectorBuffer}" in app
-    assert "onRunVectorIntersect={() => runVectorIntersect(availableVectorTargets)}" in app
+    assert "<WorkbenchInspector" in app
+    assert "datasetDetailProps={{" in app
+    assert "onRunRasterInspect: runRasterInspect" in app
+    assert "onRunRasterPreview: runRasterPreview" in app
+    assert "onRunRasterStats: runRasterStats" in app
+    assert "onRunRasterReproject: runRasterReproject" in app
+    assert "onRunRasterClip: runRasterClip" in app
+    assert "onRunRasterTile: runRasterTile" in app
+    assert "onRunRasterNdvi: runRasterNdvi" in app
+    assert "onRunRasterNdwi: runRasterNdwi" in app
+    assert "onRunRasterNdbi: runRasterNdbi" in app
+    assert "onRunVectorClip: runVectorClip" in app
+    assert "onRunVectorBuffer: runVectorBuffer" in app
+    assert "onRunVectorIntersect: () => runVectorIntersect(availableVectorTargets)" in app
     assert '<form className="dataset-upload-form" onSubmit={onUploadDataset}' in dataset_panel
     assert "onClick={() => onLoadDatasetDetails(selectedProjectId ?? '', dataset)}" in dataset_panel
     assert "onClick={() => onRefreshMetadata(dataset.id)}" in dataset_panel
diff --git a/backend/tests/test_sprint29_dataset_components.py b/backend/tests/test_sprint29_dataset_components.py
index a1e90dfb..c2f0cce4 100644
--- a/backend/tests/test_sprint29_dataset_components.py
+++ b/backend/tests/test_sprint29_dataset_components.py
@@ -8,11 +8,16 @@ ROOT = Path(__file__).resolve().parents[2]
 
 def test_app_uses_dataset_presentational_components() -> None:
     app = (ROOT / "frontend" / "src" / "App.tsx").read_text(encoding="utf-8")
+    inspector = (
+        ROOT / "frontend" / "src" / "components" / "inspector" / "WorkbenchInspector.tsx"
+    ).read_text(encoding="utf-8")
 
     assert "from './components/datasets/DatasetPanel'" in app
-    assert "from './components/datasets/DatasetDetailPanel'" in app
+    assert "from './components/inspector/WorkbenchInspector'" in app
     assert "<DatasetPanel" in app
-    assert "<DatasetDetailPanel" in app
+    assert "<WorkbenchInspector" in app
+    assert "from '../datasets/DatasetDetailPanel'" in inspector
+    assert "<DatasetDetailPanel {...datasetDetailProps} />" in inspector
     assert "<form onSubmit={uploadDataset}" not in app
     assert "<h3>Raster operations</h3>" not in app
     assert "<h3>Vector operations</h3>" not in app
diff --git a/backend/tests/test_sprint52_workbench_inspector_tabs.py b/backend/tests/test_sprint52_workbench_inspector_tabs.py
new file mode 100644
index 00000000..e31dbae9
--- /dev/null
+++ b/backend/tests/test_sprint52_workbench_inspector_tabs.py
@@ -0,0 +1,45 @@
+from pathlib import Path
+
+
+ROOT = Path(__file__).resolve().parents[2]
+
+
+def test_app_wires_tabbed_workbench_inspector() -> None:
+    app = (ROOT / "frontend" / "src" / "App.tsx").read_text(encoding="utf-8")
+
+    assert "from './components/inspector/WorkbenchInspector'" in app
+    assert "<WorkbenchInspector" in app
+    assert "selectedProject={selectedProject}" in app
+    assert "selectedArea={selectedArea}" in app
+    assert "qualityChecks={qualityChecks}" in app
+    assert "latestExport={latestExport}" in app
+    assert "detectionRuns={detectionRuns}" in app
+    assert "segmentationRuns={segmentationRuns}" in app
+    assert "datasetDetailProps={{" in app
+
+
+def test_workbench_inspector_exposes_context_dataset_quality_and_ai_tabs() -> None:
+    inspector = (
+        ROOT / "frontend" / "src" / "components" / "inspector" / "WorkbenchInspector.tsx"
+    ).read_text(encoding="utf-8")
+
+    assert "type InspectorTab = 'context' | 'dataset' | 'quality' | 'ai'" in inspector
+    assert 'data-testid="workbench-inspector-panel"' in inspector
+    assert "data-testid={`inspector-tab-${tab.key}`}" in inspector
+    assert "<DatasetDetailPanel {...datasetDetailProps} />" in inspector
+    assert "Latest QA/QC" in inspector
+    assert "Latest export" in inspector
+    assert "Detection run" in inspector
+    assert "Segmentation run" in inspector
+    assert "fetch(" not in inspector
+
+
+def test_dataset_detail_props_remain_exported_for_inspector_reuse() -> None:
+    dataset_panel = (
+        ROOT / "frontend" / "src" / "components" / "datasets" / "DatasetDetailPanel.tsx"
+    ).read_text(encoding="utf-8")
+
+    assert "export interface DatasetDetailPanelProps" in dataset_panel
+    assert 'className="dataset-detail-panel"' in dataset_panel
+    assert "onRunRasterInspect" in dataset_panel
+    assert "onRunVectorIntersect" in dataset_panel
diff --git a/docs/CODEX_EXECUTION_LOG.md b/docs/CODEX_EXECUTION_LOG.md
index b5a04f6c..a8b24215 100644
--- a/docs/CODEX_EXECUTION_LOG.md
+++ b/docs/CODEX_EXECUTION_LOG.md
@@ -2118,3 +2118,29 @@ Limitations:
 
 Next recommended pass:
 - Verify QA/QC and Exports on the deployed Tower workbench, then continue with selected-object inspector detail tabs.
+
+## Sprint 52 selected context inspector tabs (2026-06-17)
+
+Changed:
+- Replaced the dataset-only right inspector with a tabbed `WorkbenchInspector`.
+- Added Context, Dataset, QA/Exports and AI Runs tabs using existing project, AOI, dataset, QA, export and AI-run state.
+- Kept the existing `DatasetDetailPanel` as the Dataset tab so raster/vector operations and callbacks remain behavior-compatible.
+- Added inspector cards for selected map feature properties, latest QA/QC, latest export and selected detection/segmentation run summaries.
+- Added regression coverage for inspector wiring and tab structure.
+
+Tested:
+- `cd frontend && npm run typecheck`
+- `cd backend && python -m pytest tests/test_sprint49_workbench_shell_refactor.py tests/test_sprint50_workspace_usability_polish.py tests/test_sprint51_quality_export_polish.py -q`
+- `cd backend && python -m pytest tests/test_sprint28_dataset_workflow_hook.py tests/test_sprint29_dataset_components.py tests/test_sprint52_workbench_inspector_tabs.py -q`
+- `cd backend && python -m pytest tests/test_sprint52_workbench_inspector_tabs.py -q`
+- `cd frontend && npm run build`
+- `bash scripts/run_readiness_check.sh` (`210 passed`)
+
+Open:
+- Commit, push, deploy to Tower and verify browser-facing runtime.
+
+Limitations:
+- This pass remains UI orchestration only. It does not add features, change API contracts, alter migrations, fetch live providers or enable new AI models.
+
+Next recommended pass:
+- Verify the tabbed inspector live on Tower, then continue with map/dataset selection ergonomics.
diff --git a/docs/TODO.md b/docs/TODO.md
index 7e97d780..293bc3e1 100644
--- a/docs/TODO.md
+++ b/docs/TODO.md
@@ -321,4 +321,5 @@ This file now starts with the current implementation status. Older preparation/b
 - [x] Deploy the shell refactor to Tower and run live browser smoke on port 1202.
 - [x] Polish Data, Map and AI Labs workspaces.
 - [x] Polish QA/QC and Exports workspaces.
-- [ ] Add selected-object inspector detail tabs for project, AOI, dataset, QA check, export and AI run context.
+- [x] Add selected-object inspector detail tabs for project, AOI, dataset, QA check, export and AI run context.
+- [ ] Improve map/dataset selection ergonomics from the workbench canvas and inspector.
diff --git a/frontend/src/App.tsx b/frontend/src/App.tsx
index 23170316..dafd9f91 100644
--- a/frontend/src/App.tsx
+++ b/frontend/src/App.tsx
@@ -1,11 +1,11 @@
 import { useMemo, useState } from 'react'
 import './styles/app.css'
 import { ChangeDetectionPanel } from './components/analysis/ChangeDetectionPanel'
-import { DatasetDetailPanel } from './components/datasets/DatasetDetailPanel'
 import { DatasetPanel } from './components/datasets/DatasetPanel'
 import { DetectionLab } from './components/detection/DetectionLab'
 import { ExportCenter } from './components/exports/ExportCenter'
 import { ExportPreview } from './components/exports/ExportPreview'
+import { WorkbenchInspector } from './components/inspector/WorkbenchInspector'
 import { MapWorkspace } from './components/map/MapWorkspace'
 import { AreaPanel } from './components/project/AreaPanel'
 import { ProjectPanel } from './components/project/ProjectPanel'
@@ -690,60 +690,76 @@ function App(): JSX.Element {
         </main>
 
         <aside className="workbench-inspector" aria-label="Current selection inspector">
-          <DatasetDetailPanel
+          <WorkbenchInspector
+            selectedProject={selectedProject}
+            selectedArea={selectedArea}
+            selectedMapFeature={selectedMapFeature}
             areas={areas}
-            availableVectorTargets={availableVectorTargets}
-            selectedDatasetId={selectedDatasetId}
-            selectedDataset={selectedDataset}
-            selectedDatasetSummary={selectedDatasetSummary}
-            selectedRasterMetadata={selectedRasterMetadata}
-            selectedRasterStats={selectedRasterStats}
-            rasterPreview={rasterPreview}
-            rasterUnavailableMessage={rasterUnavailableMessage}
-            selectedClipAreaId={selectedClipAreaId}
-            selectedIntersectTargetId={selectedIntersectTargetId}
-            rasterTileSize={rasterTileSize}
-            rasterTileOverlap={rasterTileOverlap}
-            rasterTileOutputName={rasterTileOutputName}
-            rasterReprojectCrs={rasterReprojectCrs}
-            rasterReprojectResampling={rasterReprojectResampling}
-            ndviNirBand={ndviNirBand}
-            ndviRedBand={ndviRedBand}
-            ndwiGreenBand={ndwiGreenBand}
-            ndwiNirBand={ndwiNirBand}
-            ndbiSwirBand={ndbiSwirBand}
-            ndbiNirBand={ndbiNirBand}
-            isRasterTileInputValid={isRasterTileInputValid}
-            jobs={jobs}
-            loadingDatasetDetails={loadingDatasetDetails}
-            datasetDetailError={datasetDetailError}
-            isVectorDatasetType={isVectorDatasetType}
-            onSetSelectedClipAreaId={setSelectedClipAreaId}
-            onSetSelectedIntersectTargetId={setSelectedIntersectTargetId}
-            onSetRasterTileSize={setRasterTileSize}
-            onSetRasterTileOverlap={setRasterTileOverlap}
-            onSetRasterTileOutputName={setRasterTileOutputName}
-            onSetRasterReprojectCrs={setRasterReprojectCrs}
-            onSetRasterReprojectResampling={setRasterReprojectResampling}
-            onSetNdviNirBand={setNdviNirBand}
-            onSetNdviRedBand={setNdviRedBand}
-            onSetNdwiGreenBand={setNdwiGreenBand}
-            onSetNdwiNirBand={setNdwiNirBand}
-            onSetNdbiSwirBand={setNdbiSwirBand}
-            onSetNdbiNirBand={setNdbiNirBand}
-            onRunRasterInspect={runRasterInspect}
-            onRunRasterPreview={runRasterPreview}
-            onRunRasterStats={runRasterStats}
-            onRunRasterReproject={runRasterReproject}
-            onRunRasterClip={runRasterClip}
-            onRunRasterTile={runRasterTile}
-            onRunRasterNdvi={runRasterNdvi}
-            onRunRasterNdwi={runRasterNdwi}
-            onRunRasterNdbi={runRasterNdbi}
-            onRunVectorClip={runVectorClip}
-            onRunVectorBuffer={runVectorBuffer}
-            onRunVectorIntersect={() => runVectorIntersect(availableVectorTargets)}
-            onPickDerivedDataset={pickDerivedDataset}
+            datasetsCount={datasets.length}
+            qualityChecks={qualityChecks}
+            exports={exports}
+            latestExport={latestExport}
+            detectionRuns={detectionRuns}
+            selectedDetectionRunId={selectedDetectionRunId}
+            detectionItems={detectionItems}
+            segmentationRuns={segmentationRuns}
+            selectedSegmentationRunId={selectedSegmentationRunId}
+            segmentationItems={segmentationItems}
+            datasetDetailProps={{
+              areas,
+              availableVectorTargets,
+              selectedDatasetId,
+              selectedDataset,
+              selectedDatasetSummary,
+              selectedRasterMetadata,
+              selectedRasterStats,
+              rasterPreview,
+              rasterUnavailableMessage,
+              selectedClipAreaId,
+              selectedIntersectTargetId,
+              rasterTileSize,
+              rasterTileOverlap,
+              rasterTileOutputName,
+              rasterReprojectCrs,
+              rasterReprojectResampling,
+              ndviNirBand,
+              ndviRedBand,
+              ndwiGreenBand,
+              ndwiNirBand,
+              ndbiSwirBand,
+              ndbiNirBand,
+              isRasterTileInputValid,
+              jobs,
+              loadingDatasetDetails,
+              datasetDetailError,
+              isVectorDatasetType,
+              onSetSelectedClipAreaId: setSelectedClipAreaId,
+              onSetSelectedIntersectTargetId: setSelectedIntersectTargetId,
+              onSetRasterTileSize: setRasterTileSize,
+              onSetRasterTileOverlap: setRasterTileOverlap,
+              onSetRasterTileOutputName: setRasterTileOutputName,
+              onSetRasterReprojectCrs: setRasterReprojectCrs,
+              onSetRasterReprojectResampling: setRasterReprojectResampling,
+              onSetNdviNirBand: setNdviNirBand,
+              onSetNdviRedBand: setNdviRedBand,
+              onSetNdwiGreenBand: setNdwiGreenBand,
+              onSetNdwiNirBand: setNdwiNirBand,
+              onSetNdbiSwirBand: setNdbiSwirBand,
+              onSetNdbiNirBand: setNdbiNirBand,
+              onRunRasterInspect: runRasterInspect,
+              onRunRasterPreview: runRasterPreview,
+              onRunRasterStats: runRasterStats,
+              onRunRasterReproject: runRasterReproject,
+              onRunRasterClip: runRasterClip,
+              onRunRasterTile: runRasterTile,
+              onRunRasterNdvi: runRasterNdvi,
+              onRunRasterNdwi: runRasterNdwi,
+              onRunRasterNdbi: runRasterNdbi,
+              onRunVectorClip: runVectorClip,
+              onRunVectorBuffer: runVectorBuffer,
+              onRunVectorIntersect: () => runVectorIntersect(availableVectorTargets),
+              onPickDerivedDataset: pickDerivedDataset,
+            }}
           />
         </aside>
       </div>
diff --git a/frontend/src/components/datasets/DatasetDetailPanel.tsx b/frontend/src/components/datasets/DatasetDetailPanel.tsx
index a172d8df..835bcc1b 100644
--- a/frontend/src/components/datasets/DatasetDetailPanel.tsx
+++ b/frontend/src/components/datasets/DatasetDetailPanel.tsx
@@ -10,7 +10,7 @@ import type {
 import { RasterControls } from './RasterControls'
 import { VectorControls } from './VectorControls'
 
-interface DatasetDetailPanelProps {
+export interface DatasetDetailPanelProps {
   areas: AreaRead[]
   availableVectorTargets: DatasetCreateResponse[]
   selectedDatasetId: string | null
@@ -147,7 +147,7 @@ export function DatasetDetailPanel({
   onPickDerivedDataset,
 }: DatasetDetailPanelProps) {
   return (
-    <section>
+    <section className="dataset-detail-panel">
       <h2>Dataset details</h2>
       {selectedDatasetId ? <p>Selected dataset: {selectedDatasetId}</p> : <p>No dataset selected</p>}
       {selectedDataset ? (
diff --git a/frontend/src/components/inspector/WorkbenchInspector.tsx b/frontend/src/components/inspector/WorkbenchInspector.tsx
new file mode 100644
index 00000000..19681661
--- /dev/null
+++ b/frontend/src/components/inspector/WorkbenchInspector.tsx
@@ -0,0 +1,186 @@
+import { useMemo, useState } from 'react'
+import type {
+  AreaRead,
+  DetectionRead,
+  DetectionRunRead,
+  ExportCreateResponse,
+  ExportRead,
+  ProjectRead,
+  QualityCheckRead,
+  SegmentationRead,
+  SegmentationRunRead,
+} from '../../types'
+import { DatasetDetailPanel, type DatasetDetailPanelProps } from '../datasets/DatasetDetailPanel'
+
+type InspectorTab = 'context' | 'dataset' | 'quality' | 'ai'
+
+interface WorkbenchInspectorProps {
+  selectedProject: ProjectRead | null
+  selectedArea: AreaRead | null
+  selectedMapFeature: GeoJSON.Feature | null
+  areas: AreaRead[]
+  datasetsCount: number
+  qualityChecks: QualityCheckRead[]
+  exports: ExportRead[]
+  latestExport: ExportCreateResponse | null
+  detectionRuns: DetectionRunRead[]
+  selectedDetectionRunId: string
+  detectionItems: DetectionRead[]
+  segmentationRuns: SegmentationRunRead[]
+  selectedSegmentationRunId: string
+  segmentationItems: SegmentationRead[]
+  datasetDetailProps: DatasetDetailPanelProps
+}
+
+function formatValue(value: string | number | null | undefined): string {
+  if (value === null || value === undefined || value === '') {
+    return 'n/a'
+  }
+  return String(value)
+}
+
+function InspectorField({ label, value }: { label: string; value: string | number | null | undefined }): JSX.Element {
+  return (
+    <div className="inspector-field">
+      <span>{label}</span>
+      <strong>{formatValue(value)}</strong>
+    </div>
+  )
+}
+
+export function WorkbenchInspector({
+  selectedProject,
+  selectedArea,
+  selectedMapFeature,
+  areas,
+  datasetsCount,
+  qualityChecks,
+  exports,
+  latestExport,
+  detectionRuns,
+  selectedDetectionRunId,
+  detectionItems,
+  segmentationRuns,
+  selectedSegmentationRunId,
+  segmentationItems,
+  datasetDetailProps,
+}: WorkbenchInspectorProps): JSX.Element {
+  const [activeTab, setActiveTab] = useState<InspectorTab>('context')
+  const selectedDetectionRun = useMemo(
+    () => detectionRuns.find((run) => run.id === selectedDetectionRunId) ?? null,
+    [detectionRuns, selectedDetectionRunId],
+  )
+  const selectedSegmentationRun = useMemo(
+    () => segmentationRuns.find((run) => run.id === selectedSegmentationRunId) ?? null,
+    [segmentationRuns, selectedSegmentationRunId],
+  )
+  const latestQualityCheck = qualityChecks[0] ?? null
+  const latestPersistedExport = exports[0] ?? null
+
+  const tabs: Array<{ key: InspectorTab; label: string }> = [
+    { key: 'context', label: 'Context' },
+    { key: 'dataset', label: 'Dataset' },
+    { key: 'quality', label: 'QA/Exports' },
+    { key: 'ai', label: 'AI Runs' },
+  ]
+
+  return (
+    <section className="workbench-inspector-panel" data-testid="workbench-inspector-panel">
+      <div className="inspector-header">
+        <div>
+          <p className="eyebrow">Inspector</p>
+          <h2>Selection details</h2>
+        </div>
+      </div>
+      <div className="inspector-tabs" role="tablist" aria-label="Inspector detail tabs">
+        {tabs.map((tab) => (
+          <button
+            key={tab.key}
+            type="button"
+            className={activeTab === tab.key ? 'inspector-tab inspector-tab-active' : 'inspector-tab'}
+            onClick={() => setActiveTab(tab.key)}
+            role="tab"
+            aria-selected={activeTab === tab.key}
+            data-testid={`inspector-tab-${tab.key}`}
+          >
+            {tab.label}
+          </button>
+        ))}
+      </div>
+
+      {activeTab === 'context' ? (
+        <div className="inspector-tab-panel">
+          <div className="inspector-card">
+            <h3>Project context</h3>
+            <InspectorField label="Project" value={selectedProject?.name} />
+            <InspectorField label="Region" value={selectedProject?.region} />
+            <InspectorField label="Status" value={selectedProject?.status} />
+            <InspectorField label="AOIs" value={areas.length} />
+            <InspectorField label="Datasets" value={datasetsCount} />
+          </div>
+          <div className="inspector-card">
+            <h3>Active AOI</h3>
+            <InspectorField label="Name" value={selectedArea?.name} />
+            <InspectorField label="Area m2" value={selectedArea?.area_m2} />
+            <InspectorField label="CRS" value={selectedArea?.original_crs} />
+            <InspectorField label="Geometry" value={selectedArea?.geometry?.type} />
+          </div>
+          <div className="inspector-card">
+            <h3>Map feature</h3>
+            {selectedMapFeature ? (
+              <pre className="job-result">{JSON.stringify(selectedMapFeature.properties ?? {}, null, 2)}</pre>
+            ) : (
+              <p className="muted">No map feature selected.</p>
+            )}
+          </div>
+        </div>
+      ) : null}
+
+      {activeTab === 'dataset' ? (
+        <div className="inspector-tab-panel">
+          <DatasetDetailPanel {...datasetDetailProps} />
+        </div>
+      ) : null}
+
+      {activeTab === 'quality' ? (
+        <div className="inspector-tab-panel">
+          <div className="inspector-card">
+            <h3>Latest QA/QC</h3>
+            <InspectorField label="Check type" value={latestQualityCheck?.check_type} />
+            <InspectorField label="Status" value={latestQualityCheck?.status} />
+            <InspectorField label="Score" value={latestQualityCheck?.score} />
+            <InspectorField label="Metrics" value={latestQualityCheck?.metrics.length} />
+            <InspectorField label="Reference" value={latestQualityCheck?.reference_dataset_id} />
+          </div>
+          <div className="inspector-card">
+            <h3>Latest export</h3>
+            <InspectorField label="Created now" value={latestExport?.export_type} />
+            <InspectorField label="Persisted type" value={latestPersistedExport?.export_type} />
+            <InspectorField label="Status" value={latestPersistedExport?.status ?? latestExport?.status} />
+            <InspectorField label="Path" value={latestPersistedExport?.storage_path ?? latestExport?.path} />
+            <InspectorField label="Export count" value={exports.length} />
+          </div>
+        </div>
+      ) : null}
+
+      {activeTab === 'ai' ? (
+        <div className="inspector-tab-panel">
+          <div className="inspector-card">
+            <h3>Detection run</h3>
+            <InspectorField label="Selected run" value={selectedDetectionRunId} />
+            <InspectorField label="Status" value={selectedDetectionRun?.status} />
+            <InspectorField label="Model" value={selectedDetectionRun?.model_name} />
+            <InspectorField label="Detections loaded" value={detectionItems.length} />
+          </div>
+          <div className="inspector-card">
+            <h3>Segmentation run</h3>
+            <InspectorField label="Selected run" value={selectedSegmentationRunId} />
+            <InspectorField label="Status" value={selectedSegmentationRun?.status} />
+            <InspectorField label="Model" value={selectedSegmentationRun?.model_name} />
+            <InspectorField label="Segmentations loaded" value={segmentationItems.length} />
+          </div>
+        </div>
+      ) : null}
+    </section>
+  )
+}
diff --git a/frontend/src/styles/app.css b/frontend/src/styles/app.css
index a1413f48..5f63f37e 100644
--- a/frontend/src/styles/app.css
+++ b/frontend/src/styles/app.css
@@ -764,7 +764,7 @@ section th {
   max-height: 16rem;
 }
 
-.workbench-inspector h2 {
+.inspector-header h2 {
   position: sticky;
   top: 0;
   z-index: 2;
@@ -1121,6 +1121,106 @@ button.entity-card {
   grid-template-columns: 1fr;
 }
 
+.workbench-inspector-panel {
+  display: grid;
+  gap: 0.8rem;
+}
+
+.inspector-header {
+  display: grid;
+  gap: 0.2rem;
+}
+
+.inspector-header h2 {
+  margin-bottom: 0;
+}
+
+.inspector-tabs {
+  display: grid;
+  grid-template-columns: repeat(4, minmax(0, 1fr));
+  gap: 0.35rem;
+  position: sticky;
+  top: 3.4rem;
+  z-index: 3;
+  border-bottom: 1px solid var(--line);
+  padding-bottom: 0.65rem;
+  background: #f8fbf9;
+}
+
+.inspector-tab {
+  min-height: 2.2rem;
+  padding: 0.38rem 0.42rem;
+  background: #ffffff;
+  box-shadow: none;
+  font-size: 0.78rem;
+  line-height: 1.2;
+}
+
+.inspector-tab-active {
+  border-color: rgba(15, 118, 110, 0.46);
+  background: var(--accent-soft);
+  color: var(--accent-strong);
+}
+
+.inspector-tab-panel {
+  display: grid;
+  gap: 0.75rem;
+}
+
+.inspector-card {
+  display: grid;
+  gap: 0.55rem;
+  border: 1px solid var(--line);
+  border-radius: 8px;
+  padding: 0.8rem;
+  background: #ffffff;
+}
+
+.inspector-card h3 {
+  margin-top: 0;
+}
+
+.inspector-field {
+  display: grid;
+  gap: 0.16rem;
+  min-width: 0;
+  border-top: 1px solid var(--line);
+  padding-top: 0.5rem;
+}
+
+.inspector-field:first-of-type {
+  border-top: 0;
+  padding-top: 0;
+}
+
+.inspector-field span {
+  color: var(--muted);
+  font-size: 0.72rem;
+  font-weight: 800;
+  letter-spacing: 0.05em;
+  text-transform: uppercase;
+}
+
+.inspector-field strong {
+  overflow: hidden;
+  font-size: 0.88rem;
+  line-height: 1.28;
+  text-overflow: ellipsis;
+}
+
+.workbench-inspector-panel .dataset-detail-panel {
+  border: 0;
+  padding: 0;
+  background: transparent;
+  box-shadow: none;
+}
+
+.dataset-detail-panel > div,
+.dataset-detail-panel ul {
+  display: grid;
+  gap: 0.55rem;
+}
+
 @media (max-width: 1120px) {
   .workbench-layout {
     grid-template-columns: 12rem minmax(0, 1fr);