diff --git a/apps/web/package.json b/apps/web/package.json
index a90bf93..e82e874 100644
--- a/apps/web/package.json
+++ b/apps/web/package.json
@@ -48,5 +48,5 @@
     "lint:fix": "eslint . --fix",
     "format:check": "prettier --check ."
   },
-  "version": "1.7.0"
+  "version": "1.7.1"
 }
diff --git a/apps/web/src/components/layout/Sidebar.tsx b/apps/web/src/components/layout/Sidebar.tsx
index 8ff4373..5b65f25 100644
--- a/apps/web/src/components/layout/Sidebar.tsx
+++ b/apps/web/src/components/layout/Sidebar.tsx
@@ -16,9 +16,11 @@ export function Sidebar({ forceExpanded = false }: { forceExpanded?: boolean })
   const toggle = useUiStore((s) => s.toggleSidebar);
   const collapsed = forceExpanded ? false : storeCollapsed;
 
-  const ds = useDataset();
+  const { data: ds } = useDataset();
   const { unread } = useNotifications();
-  const base = sidebarCounts(ds);
+
+  const base = ds ? sidebarCounts(ds) : ({} as ReturnType<typeof sidebarCounts>);
+
   const counts: Record<CountKey, number> = {
     ...base,
     artifactsReclaimable: 0,
diff --git a/apps/web/src/data/generate.ts b/apps/web/src/data/generate.ts
index 4892899..023d27e 100644
--- a/apps/web/src/data/generate.ts
+++ b/apps/web/src/data/generate.ts
@@ -1,4 +1,4 @@
-import { cvssToSeverity } from "@/lib/severity";
+import { cvssToSeverity } from "../lib/severity";
 import type { Severity } from "@cleat/contracts";
 import { Rng } from "./rng";
 import {
diff --git a/apps/web/src/features/access/AccessPage.tsx b/apps/web/src/features/access/AccessPage.tsx
index d402d0a..346989f 100644
--- a/apps/web/src/features/access/AccessPage.tsx
+++ b/apps/web/src/features/access/AccessPage.tsx
@@ -15,9 +15,42 @@ import { AuditLogTab } from "./AuditLogTab";
 type Tab = "members" | "apps" | "webhooks" | "keys" | "tokens" | "audit";
 
 export function AccessPage() {
-  const ds = useDataset();
+  const { data: ds, error, loading, retry } = useDataset();
   const [tab, setTab] = useState<Tab>("members");
 
+  if (loading) {
+    return (
+      <div className="flex h-[60vh] items-center justify-center">
+        <div
+          className="size-8 animate-spin rounded-full border-2 border-surface-3 border-t-primary"
+          aria-label="loading"
+        />
+      </div>
+    );
+  }
+
+  if (error) {
+    return (
+      <div className="flex h-[60vh] flex-col items-center justify-center gap-3 text-sm text-ink-subtle">
+        <p> Failed to load access data.</p>
+        <button
+          onClick={retry}
+          className="rounded-md bg-surface-2 px-3 py-2 text-ink hover:bg-surface-3"
+        >
+          Retry
+        </button>
+      </div>
+    );
+  }
+  if (!ds) {
+    return (
+      <div className="flex h-[60vh] items-center justify-center px-4 text-center">
+        <div>
+          <p className="text-sm font-medium text-ink">No access data available</p>
+        </div>
+      </div>
+    );
+  }
   const without2fa = membersWithout2fa(ds).length;
   const outside = ds.members.filter((m) => m.outsideCollaborator).length;
 
diff --git a/apps/web/src/features/artifacts/ArtifactsPage.tsx b/apps/web/src/features/artifacts/ArtifactsPage.tsx
index 53c308d..4b407b5 100644
--- a/apps/web/src/features/artifacts/ArtifactsPage.tsx
+++ b/apps/web/src/features/artifacts/ArtifactsPage.tsx
@@ -32,19 +32,58 @@ function isReclaimable(a: Artifact) {
 }
 
 export function ArtifactsPage() {
-  const ds = useDataset();
+  const { data: ds, error, loading, retry } = useDataset();
   const addToast = useUiStore((s) => s.addToast);
   const [tab, setTab] = useState<Tab>("artifacts");
   const [deleted, setDeleted] = useState<Set<string>>(new Set());
   const [selected, setSelected] = useState<Set<string>>(new Set());
-
   const artifacts = useMemo(
-    () => ds.artifacts.filter((a) => !deleted.has(a.id)),
-    [ds.artifacts, deleted],
+    () => ds?.artifacts.filter((a) => !deleted.has(a.id)) ?? [],
+    [ds, deleted],
   );
-  const caches = useMemo(() => ds.caches.filter((c) => !deleted.has(c.id)), [ds.caches, deleted]);
-  const packages = ds.packages;
 
+  const caches = useMemo(() => ds?.caches.filter((c) => !deleted.has(c.id)) ?? [], [ds, deleted]);
+
+  const packages = ds?.packages ?? [];
+  if (loading) {
+    return (
+      <div className="space-y-5">
+        <PageHeader eyebrow="Maintenance" title="Artifacts & cost" description="Loading..." />
+
+        <div className="grid grid-cols-1 gap-4 lg:grid-cols-4">
+          {[1, 2, 3, 4].map((i) => (
+            <div
+              key={i}
+              className="h-24 animate-pulse rounded-xl border border-hairline bg-surface-2"
+            />
+          ))}
+        </div>
+
+        <div className="h-96 animate-pulse rounded-xl border border-hairline bg-surface-2" />
+      </div>
+    );
+  }
+
+  if (error) {
+    return (
+      <div className="flex h-[60vh] flex-col items-center justify-center gap-3 text-sm text-ink-subtle">
+        <p> Failed to load artifacts data.</p>
+        <button
+          onClick={retry}
+          className="rounded-md bg-surface-2 px-3 py-2 text-ink hover:bg-surface-3"
+        >
+          Retry
+        </button>
+      </div>
+    );
+  }
+  if (!ds) {
+    return (
+      <div className="flex h-[60vh] items-center justify-center text-sm text-ink-subtle">
+        No dataset available.
+      </div>
+    );
+  }
   const totalStorageMb =
     artifacts.reduce((s, a) => s + a.sizeMb, 0) +
     caches.reduce((s, c) => s + c.sizeMb, 0) +
diff --git a/apps/web/src/features/dependencies/DependenciesPage.tsx b/apps/web/src/features/dependencies/DependenciesPage.tsx
index f482002..90f6d40 100644
--- a/apps/web/src/features/dependencies/DependenciesPage.tsx
+++ b/apps/web/src/features/dependencies/DependenciesPage.tsx
@@ -28,15 +28,11 @@ import { cn } from "@/lib/cn";
 const TABLE = "dependencies";
 
 export function DependenciesPage() {
-  const ds = useDataset();
+  const { data: ds, error, loading, retry } = useDataset();
   const addToast = useUiStore((s) => s.addToast);
   const [format, setFormat] = useState("spdx");
-
-  const deps = useMemo(() => buildDependencies(ds), [ds]);
-  const dist = useMemo(() => licenseDistribution(deps), [deps]);
-  const vulnerable = deps.filter((d) => d.vulnerable).length;
-  const outdated = deps.filter((d) => d.outdated).length;
-  const copyleft = deps.filter((d) => COPYLEFT.has(d.license)).length;
+  const deps = useMemo(() => (ds ? buildDependencies(ds) : []), [ds]);
+  const dist = useMemo(() => (deps.length ? licenseDistribution(deps) : []), [deps]);
 
   const facets: FacetDef<Dependency>[] = [
     {
@@ -71,19 +67,58 @@ export function DependenciesPage() {
     facets,
   });
 
+  if (loading) {
+    return (
+      <div className="flex h-[60vh] items-center justify-center">
+        <div
+          className="size-8 animate-spin rounded-full border-2 border-surface-3 border-t-primary"
+          aria-label="loading"
+        />
+      </div>
+    );
+  }
+
+  if (error) {
+    return (
+      <div className="flex h-[60vh] flex-col items-center justify-center gap-3 text-sm text-ink-subtle">
+        <p> Failed to load dependencies.</p>
+        <button
+          onClick={retry}
+          className="rounded-md bg-surface-2 px-3 py-2 text-ink hover:bg-surface-3"
+        >
+          Retry
+        </button>
+      </div>
+    );
+  }
+  if (!ds) {
+    return (
+      <div className="flex h-[60vh] flex-col items-center justify-center gap-2 text-sm text-ink-subtle">
+        <Package className="size-6" />
+        <span>No dependency data found.</span>
+      </div>
+    );
+  }
+  const vulnerable = deps.filter((d) => d.vulnerable).length;
+  const outdated = deps.filter((d) => d.outdated).length;
+  const copyleft = deps.filter((d) => COPYLEFT.has(d.license)).length;
+
   function exportSbom() {
+    if (!ds) return;
+
     const content =
       format === "spdx"
         ? buildSpdx(ds.account.login, deps)
         : buildCycloneDx(ds.account.login, deps);
+
     downloadFile(`${ds.account.login}-sbom.${format}.json`, content);
+
     addToast({
       title: `${format === "spdx" ? "SPDX" : "CycloneDX"} SBOM exported`,
       description: `${deps.length} components`,
       variant: "success",
     });
   }
-
   const columns: Column<Dependency>[] = [
     {
       id: "name",
diff --git a/apps/web/src/features/overview/OverviewPage.tsx b/apps/web/src/features/overview/OverviewPage.tsx
index fc057de..3375357 100644
--- a/apps/web/src/features/overview/OverviewPage.tsx
+++ b/apps/web/src/features/overview/OverviewPage.tsx
@@ -31,7 +31,41 @@ import { eventIcon } from "@/features/notifications/eventMeta";
 import { cn } from "@/lib/cn";
 
 export function OverviewPage() {
-  const ds = useDataset();
+  const { data: ds, error, loading, retry } = useDataset();
+
+  if (loading) {
+    return (
+      <div className="flex h-[60vh] items-center justify-center">
+        <div
+          className="size-8 animate-spin rounded-full border-2 border-surface-3 border-t-primary"
+          aria-label="loading"
+        />
+      </div>
+    );
+  }
+
+  if (error) {
+    return (
+      <div className="flex h-[60vh] flex-col items-center justify-center gap-3 text-sm text-ink-subtle">
+        <p> Failed to load overview data.</p>
+        <button
+          onClick={() => {
+            retry();
+          }}
+          className="rounded-md bg-surface-2 px-3 py-2 text-ink hover:bg-surface-3"
+        >
+          Retry
+        </button>
+      </div>
+    );
+  }
+  if (!ds) {
+    return (
+      <div className="flex h-[60vh] items-center justify-center text-sm text-ink-subtle">
+        No account selected.
+      </div>
+    );
+  }
   const sev = severityBreakdown(ds);
   const findings = totalOpenFindings(ds);
   const grade = scoreToGrade(ds.account.postureScore);
diff --git a/apps/web/src/features/repositories/RepoDetailPage.tsx b/apps/web/src/features/repositories/RepoDetailPage.tsx
index a4a8f95..504929c 100644
--- a/apps/web/src/features/repositories/RepoDetailPage.tsx
+++ b/apps/web/src/features/repositories/RepoDetailPage.tsx
@@ -50,7 +50,50 @@ function scoreHex(score: number) {
 
 export function RepoDetailPage() {
   const { repoId } = useParams();
-  const ds = useDataset();
+  const { data: ds, error, loading, retry } = useDataset();
+  if (loading) {
+    return (
+      <div className="flex h-[60vh] items-center justify-center">
+        <div
+          className="size-8 animate-spin rounded-full border-2 border-surface-3 border-t-primary"
+          aria-label="loading"
+        />
+      </div>
+    );
+  }
+
+  if (error) {
+    return (
+      <div className="flex h-[300px] items-center justify-center px-4 text-center text-sm text-ink-subtle">
+        Failed to load repository data.
+      </div>
+    );
+  }
+  if (error) {
+    return (
+      <div className="flex h-[60vh] flex-col items-center justify-center gap-3 text-sm text-ink-subtle">
+        <p> Failed to load repository data.</p>
+        <button
+          onClick={retry}
+          className="rounded-md bg-surface-2 px-3 py-2 text-ink hover:bg-surface-3"
+        >
+          Retry
+        </button>
+      </div>
+    );
+  }
+  if (!ds) {
+    return (
+      <div className="flex h-[300px] items-center justify-center px-4 text-center">
+        <div>
+          <p className="text-sm font-medium text-ink">No repository data available</p>
+          <p className="mt-1 text-sm text-ink-subtle">
+            Select an account to view repository details.
+          </p>
+        </div>
+      </div>
+    );
+  }
   const repo = ds.repos.find((r) => r.id === repoId);
 
   if (!repo) {
diff --git a/apps/web/src/features/repositories/RepositoriesPage.tsx b/apps/web/src/features/repositories/RepositoriesPage.tsx
index 7c1886d..2007be7 100644
--- a/apps/web/src/features/repositories/RepositoriesPage.tsx
+++ b/apps/web/src/features/repositories/RepositoriesPage.tsx
@@ -31,15 +31,9 @@ const VIS_ICON: Record<Visibility, typeof Lock> = {
 };
 
 export function RepositoriesPage() {
-  const ds = useDataset();
+  const { data: ds, error, loading, retry } = useDataset();
   const navigate = useNavigate();
 
-  const protectedCount = ds.repos.filter((r) => r.branchProtected).length;
-  const archived = ds.repos.filter((r) => r.archived).length;
-  const avgHygiene = Math.round(
-    ds.repos.reduce((s, r) => s + r.hygieneScore, 0) / Math.max(1, ds.repos.length),
-  );
-
   const facets: FacetDef<Repo>[] = [
     {
       key: "visibility",
@@ -55,7 +49,7 @@ export function RepositoriesPage() {
       key: "language",
       label: "Language",
       accessor: (r) => r.language,
-      options: [...new Set(ds.repos.map((r) => r.language))]
+      options: [...new Set(ds?.repos?.map((r) => r.language) ?? [])]
         .sort()
         .map((l) => ({ value: l, label: l })),
     },
@@ -76,10 +70,47 @@ export function RepositoriesPage() {
     },
   ];
 
-  const rows = useFilteredRows(TABLE, ds.repos, {
+  const rows = useFilteredRows(TABLE, ds?.repos ?? [], {
     search: (r) => `${r.name} ${r.language} ${r.topics.join(" ")}`,
     facets,
   });
+  if (loading) {
+    return (
+      <div className="flex h-[60vh] items-center justify-center">
+        <div
+          className="size-8 animate-spin rounded-full border-2 border-surface-3 border-t-primary"
+          aria-label="loading"
+        />
+      </div>
+    );
+  }
+
+  if (error) {
+    return (
+      <div className="flex h-[60vh] flex-col items-center justify-center gap-3 text-sm text-ink-subtle">
+        <p> Failed to load repositories data.</p>
+        <button
+          onClick={retry}
+          className="rounded-md bg-surface-2 px-3 py-2 text-ink hover:bg-surface-3"
+        >
+          Retry
+        </button>
+      </div>
+    );
+  }
+  if (!ds) {
+    return (
+      <div className="flex h-[60vh] items-center justify-center text-sm text-ink-subtle">
+        No data available.
+      </div>
+    );
+  }
+
+  const protectedCount = ds.repos.filter((r) => r.branchProtected).length;
+  const archived = ds.repos.filter((r) => r.archived).length;
+  const avgHygiene = Math.round(
+    ds.repos.reduce((s, r) => s + r.hygieneScore, 0) / Math.max(1, ds.repos.length),
+  );
 
   const columns: Column<Repo>[] = [
     {
diff --git a/apps/web/src/features/security/CodeScanningPage.tsx b/apps/web/src/features/security/CodeScanningPage.tsx
index 5a80e69..688d1af 100644
--- a/apps/web/src/features/security/CodeScanningPage.tsx
+++ b/apps/web/src/features/security/CodeScanningPage.tsx
@@ -22,11 +22,7 @@ const STATUS_META: Record<
 };
 
 export function CodeScanningPage() {
-  const ds = useDataset();
-  const open = ds.codeAlerts.filter((a) => a.status === "open").length;
-  const fixed = ds.codeAlerts.filter((a) => a.status === "fixed").length;
-  const dismissed = ds.codeAlerts.filter((a) => a.status === "dismissed").length;
-  const rules = new Set(ds.codeAlerts.map((a) => a.ruleId)).size;
+  const { data: ds, error, loading, retry } = useDataset();
 
   const facets: FacetDef<CodeScanAlert>[] = [
     {
@@ -52,15 +48,55 @@ export function CodeScanningPage() {
       key: "tool",
       label: "Tool",
       accessor: (r) => r.tool,
-      options: [...new Set(ds.codeAlerts.map((a) => a.tool))].map((t) => ({ value: t, label: t })),
+      options: [...new Set(ds?.codeAlerts?.map((a) => a.tool) ?? [])].map((t) => ({
+        value: t,
+        label: t,
+      })),
     },
   ];
 
-  const rows = useFilteredRows(TABLE, ds.codeAlerts, {
+  const rows = useFilteredRows(TABLE, ds?.codeAlerts ?? [], {
     search: (r) => `${r.rule} ${r.ruleId} ${r.repo} ${r.file}`,
     facets,
   });
 
+  if (loading) {
+    return (
+      <div className="flex h-[60vh] items-center justify-center">
+        <div
+          className="size-8 animate-spin rounded-full border-2 border-surface-3 border-t-primary"
+          aria-label="loading"
+        />
+      </div>
+    );
+  }
+
+  if (error) {
+    return (
+      <div className="flex h-[60vh] flex-col items-center justify-center gap-3 text-sm text-ink-subtle">
+        <p> Failed to load code scanning data.</p>
+        <button
+          onClick={retry}
+          className="rounded-md bg-surface-2 px-3 py-2 text-ink hover:bg-surface-3"
+        >
+          Retry
+        </button>
+      </div>
+    );
+  }
+  if (!ds) {
+    return (
+      <div className="flex h-[60vh] items-center justify-center text-sm text-ink-subtle">
+        No data available.
+      </div>
+    );
+  }
+
+  const open = ds.codeAlerts.filter((a) => a.status === "open").length;
+  const fixed = ds.codeAlerts.filter((a) => a.status === "fixed").length;
+  const dismissed = ds.codeAlerts.filter((a) => a.status === "dismissed").length;
+  const rules = new Set(ds.codeAlerts.map((a) => a.ruleId)).size;
+
   const columns: Column<CodeScanAlert>[] = [
     {
       id: "rule",
diff --git a/apps/web/src/features/security/SecretsPage.tsx b/apps/web/src/features/security/SecretsPage.tsx
index db1cc26..5fc1245 100644
--- a/apps/web/src/features/security/SecretsPage.tsx
+++ b/apps/web/src/features/security/SecretsPage.tsx
@@ -18,14 +18,9 @@ import type { SecretFinding } from "@cleat/contracts";
 const TABLE = "secrets";
 
 export function SecretsPage() {
-  const ds = useDataset();
-  const [selected, setSelected] = useState<SecretFinding | null>(null);
-
-  const active = ds.secrets.filter((s) => s.validity === "active").length;
-  const revoked = ds.secrets.filter((s) => s.validity === "revoked").length;
-  const blocked = ds.secrets.filter((s) => s.pushProtectionBlocked).length;
-  const repos = new Set(ds.secrets.map((s) => s.repo)).size;
+  const { data: ds, error, loading, retry } = useDataset();
 
+  const [selected, setSelected] = useState<SecretFinding | null>(null);
   const facets: FacetDef<SecretFinding>[] = [
     {
       key: "validity",
@@ -50,18 +45,54 @@ export function SecretsPage() {
       key: "provider",
       label: "Provider",
       accessor: (r) => r.provider,
-      options: [...new Set(ds.secrets.map((s) => s.provider))].map((p) => ({
+      options: [...new Set(ds?.secrets?.map((s) => s.provider) ?? [])].map((p) => ({
         value: p,
         label: provider(p).label,
       })),
     },
   ];
 
-  const rows = useFilteredRows(TABLE, ds.secrets, {
+  const rows = useFilteredRows(TABLE, ds?.secrets ?? [], {
     search: (r) => `${r.secretType} ${r.repo} ${r.file} ${r.author} ${provider(r.provider).label}`,
     facets,
   });
 
+  if (loading) {
+    return (
+      <div className="flex h-[60vh] items-center justify-center">
+        <div
+          className="size-8 animate-spin rounded-full border-2 border-surface-3 border-t-primary"
+          aria-label="loading"
+        />
+      </div>
+    );
+  }
+
+  if (error) {
+    return (
+      <div className="flex h-[60vh] flex-col items-center justify-center gap-3 text-sm text-ink-subtle">
+        <p> Failed to load secrets data.</p>
+        <button
+          onClick={retry}
+          className="rounded-md bg-surface-2 px-3 py-2 text-ink hover:bg-surface-3"
+        >
+          Retry
+        </button>
+      </div>
+    );
+  }
+  if (!ds) {
+    return (
+      <div className="flex h-[60vh] items-center justify-center text-sm text-ink-subtle">
+        No data available.
+      </div>
+    );
+  }
+  const active = ds.secrets.filter((s) => s.validity === "active").length;
+  const revoked = ds.secrets.filter((s) => s.validity === "revoked").length;
+  const blocked = ds.secrets.filter((s) => s.pushProtectionBlocked).length;
+  const repos = new Set(ds.secrets.map((s) => s.repo)).size;
+
   const columns: Column<SecretFinding>[] = [
     {
       id: "secretType",
diff --git a/apps/web/src/features/security/VulnerabilitiesPage.tsx b/apps/web/src/features/security/VulnerabilitiesPage.tsx
index 4666b1b..c582853 100644
--- a/apps/web/src/features/security/VulnerabilitiesPage.tsx
+++ b/apps/web/src/features/security/VulnerabilitiesPage.tsx
@@ -20,13 +20,9 @@ import type { Vulnerability } from "@cleat/contracts";
 const TABLE = "vulnerabilities";
 
 export function VulnerabilitiesPage() {
-  const ds = useDataset();
-  const [selected, setSelected] = useState<Vulnerability | null>(null);
-
-  const critical = ds.vulnerabilities.filter((v) => v.severity === "critical").length;
-  const kev = ds.vulnerabilities.filter((v) => v.kev).length;
-  const fixable = ds.vulnerabilities.filter((v) => v.fixedVersion).length;
+  const { data: ds, error, loading, retry } = useDataset();
 
+  const [selected, setSelected] = useState<Vulnerability | null>(null);
   const facets: FacetDef<Vulnerability>[] = [
     {
       key: "severity",
@@ -41,7 +37,7 @@ export function VulnerabilitiesPage() {
       key: "ecosystem",
       label: "Ecosystem",
       accessor: (r) => r.ecosystem,
-      options: [...new Set(ds.vulnerabilities.map((v) => v.ecosystem))].map((e) => ({
+      options: [...new Set(ds?.vulnerabilities?.map((v) => v.ecosystem) ?? [])].map((e) => ({
         value: e,
         label: ecosystem(e).label,
       })),
@@ -66,8 +62,7 @@ export function VulnerabilitiesPage() {
       ],
     },
   ];
-
-  const filtered = useFilteredRows(TABLE, ds.vulnerabilities, {
+  const filtered = useFilteredRows(TABLE, ds?.vulnerabilities ?? [], {
     search: (r) => `${r.package} ${r.title} ${r.advisoryId} ${r.cwe}`,
     facets,
   });
@@ -77,6 +72,41 @@ export function VulnerabilitiesPage() {
     [filtered],
   );
 
+  if (loading) {
+    return (
+      <div className="flex h-[60vh] items-center justify-center">
+        <div
+          className="size-8 animate-spin rounded-full border-2 border-surface-3 border-t-primary"
+          aria-label="loading"
+        />
+      </div>
+    );
+  }
+
+  if (error) {
+    return (
+      <div className="flex h-[60vh] flex-col items-center justify-center gap-3 text-sm text-ink-subtle">
+        <p> Failed to load vulnerability data.</p>
+        <button
+          onClick={retry}
+          className="rounded-md bg-surface-2 px-3 py-2 text-ink hover:bg-surface-3"
+        >
+          Retry
+        </button>
+      </div>
+    );
+  }
+  if (!ds) {
+    return (
+      <div className="flex h-[60vh] items-center justify-center text-sm text-ink-subtle">
+        No vulnerability data available.
+      </div>
+    );
+  }
+  const critical = ds.vulnerabilities.filter((v) => v.severity === "critical").length;
+  const kev = ds.vulnerabilities.filter((v) => v.kev).length;
+  const fixable = ds.vulnerabilities.filter((v) => v.fixedVersion).length;
+
   const columns: Column<Vulnerability>[] = [
     {
       id: "priority",
diff --git a/apps/web/src/features/supplyChain/SupplyChainPage.tsx b/apps/web/src/features/supplyChain/SupplyChainPage.tsx
index c89f48c..5acf21e 100644
--- a/apps/web/src/features/supplyChain/SupplyChainPage.tsx
+++ b/apps/web/src/features/supplyChain/SupplyChainPage.tsx
@@ -32,15 +32,9 @@ function riskTone(score: number) {
 }
 
 export function SupplyChainPage() {
-  const ds = useDataset();
-  const [selected, setSelected] = useState<WorkflowAudit | null>(null);
-
-  const unpinned = unpinnedActionCount(ds);
-  const broad = ds.workflows.filter((w) => w.permissions === "broad").length;
-  const oidc = ds.workflows.length
-    ? ds.workflows.filter((w) => w.usesOidc).length / ds.workflows.length
-    : 0;
+  const { data: ds, error, loading, retry } = useDataset();
 
+  const [selected, setSelected] = useState<WorkflowAudit | null>(null);
   const facets: FacetDef<WorkflowAudit>[] = [
     {
       key: "permissions",
@@ -71,11 +65,49 @@ export function SupplyChainPage() {
     },
   ];
 
-  const rows = useFilteredRows(TABLE, ds.workflows, {
+  const rows = useFilteredRows(TABLE, ds?.workflows ?? [], {
     search: (r) => `${r.repo} ${r.workflow} ${r.actions.map((a) => a.name).join(" ")}`,
     facets,
   });
 
+  if (loading) {
+    return (
+      <div className="space-y-5">
+        <PageHeader eyebrow="Supply chain" title="Actions audit" description="Loading data..." />
+
+        <div className="flex h-[300px] items-center justify-center text-sm text-ink-subtle">
+          Loading workflow audit...
+        </div>
+      </div>
+    );
+  }
+
+  if (error) {
+    return (
+      <div className="flex h-[60vh] flex-col items-center justify-center gap-3 text-sm text-ink-subtle">
+        <p> Failed to load supply chain data.</p>
+        <button
+          onClick={retry}
+          className="rounded-md bg-surface-2 px-3 py-2 text-ink hover:bg-surface-3"
+        >
+          Retry
+        </button>
+      </div>
+    );
+  }
+  if (!ds) {
+    return (
+      <div className="flex h-[60vh] items-center justify-center text-sm text-ink-subtle">
+        No workflow audit data available.
+      </div>
+    );
+  }
+  const unpinned = unpinnedActionCount(ds);
+  const broad = ds.workflows.filter((w) => w.permissions === "broad").length;
+  const oidc = ds.workflows.length
+    ? ds.workflows.filter((w) => w.usesOidc).length / ds.workflows.length
+    : 0;
+
   const columns: Column<WorkflowAudit>[] = [
     {
       id: "workflow",
diff --git a/apps/web/src/hooks/useDataset.ts b/apps/web/src/hooks/useDataset.ts
index 84db13e..7a659eb 100644
--- a/apps/web/src/hooks/useDataset.ts
+++ b/apps/web/src/hooks/useDataset.ts
@@ -1,10 +1,56 @@
-import { useMemo } from "react";
-import { getDataset } from "@/data";
+import { useEffect, useState } from "react";
+import { fetchDataset } from "@/lib/api/dataset";
 import type { Dataset } from "@cleat/contracts";
 import { useOrgStore } from "@/stores/useOrgStore";
 
-/** The memoized dataset for the currently active account. */
-export function useDataset(): Dataset {
+export function useDataset() {
   const accountId = useOrgStore((s) => s.activeAccountId);
-  return useMemo(() => getDataset(accountId), [accountId]);
+
+  const [data, setData] = useState<Dataset | null>(null);
+  const [error, setError] = useState<Error | null>(null);
+  const [loading, setLoading] = useState(false);
+  const [retry, setRetry] = useState(0);
+
+  useEffect(() => {
+    let cancelled = false;
+
+    if (!accountId) {
+      setData(null);
+      setError(null);
+      setLoading(false);
+      return;
+    }
+
+    setError(null);
+    setLoading(true);
+
+    fetchDataset(accountId)
+      .then((d) => {
+        if (!cancelled) {
+          setData(d);
+        }
+      })
+      .catch((err) => {
+        if (!cancelled) {
+          setData(null);
+          setError(err instanceof Error ? err : new Error("Unexpected error"));
+        }
+      })
+      .finally(() => {
+        if (!cancelled) {
+          setLoading(false);
+        }
+      });
+
+    return () => {
+      cancelled = true;
+    };
+  }, [accountId, retry]);
+
+  return {
+    data,
+    error,
+    loading,
+    retry: () => setRetry((v) => v + 1),
+  };
 }
diff --git a/apps/web/src/hooks/useNotifications.ts b/apps/web/src/hooks/useNotifications.ts
index beb3fdf..223b8f3 100644
--- a/apps/web/src/hooks/useNotifications.ts
+++ b/apps/web/src/hooks/useNotifications.ts
@@ -9,15 +9,22 @@ export interface NotificationItem extends ActivityEvent {
 
 /** Activity events for the active account, merged with persisted read-state. */
 export function useNotifications() {
-  const ds = useDataset();
+  const { data: ds } = useDataset();
+
   const readIds = useNotificationStore((s) => s.readIds);
 
   return useMemo(() => {
+    if (!ds) {
+      return { items: [], unread: 0 };
+    }
+
     const items: NotificationItem[] = ds.events.map((e) => ({
       ...e,
       read: readIds.includes(e.id),
     }));
+
     const unread = items.filter((i) => !i.read).length;
+
     return { items, unread };
-  }, [ds.events, readIds]);
+  }, [ds, readIds]);
 }
diff --git a/apps/web/src/lib/api/dataset.ts b/apps/web/src/lib/api/dataset.ts
new file mode 100644
index 0000000..44732d1
--- /dev/null
+++ b/apps/web/src/lib/api/dataset.ts
@@ -0,0 +1,38 @@
+import type { Dataset } from "@cleat/contracts";
+import { getDataset } from "@/data";
+
+const requestCache = new Map<string, Promise<Dataset>>();
+
+export function fetchDataset(accountId: string): Promise<Dataset> {
+  const cached = requestCache.get(accountId);
+
+  if (cached) {
+    return cached;
+  }
+
+  const request = (async () => {
+    const useMockApi = import.meta.env.VITE_USE_MOCK_API !== "false";
+
+    if (useMockApi) {
+      await new Promise((r) => setTimeout(r, 50));
+
+      return getDataset(accountId);
+    }
+
+    const res = await fetch(`/api/dataset?accountId=${encodeURIComponent(accountId)}`);
+
+    if (!res.ok) {
+      throw new Error(`Failed to fetch dataset: ${res.status} ${res.statusText}`);
+    }
+
+    return (await res.json()) as Dataset;
+  })();
+
+  requestCache.set(accountId, request);
+
+  request.catch(() => {
+    requestCache.delete(accountId);
+  });
+
+  return request;
+}
diff --git a/apps/web/vite.config.ts b/apps/web/vite.config.ts
index 47d5e18..3d967a5 100644
--- a/apps/web/vite.config.ts
+++ b/apps/web/vite.config.ts
@@ -1,15 +1,38 @@
 import { defineConfig } from "vite";
 import react from "@vitejs/plugin-react";
 import tailwindcss from "@tailwindcss/vite";
-import { fileURLToPath, URL } from "node:url";
+import type { ViteDevServer } from "vite";
+import path from "node:path";
+
+import { getDataset } from "./src/data/index";
+
+function mockApiPlugin() {
+  return {
+    name: "mock-api",
+    apply: "serve",
+    configureServer(server: ViteDevServer) {
+      server.middlewares.use("/api/dataset", (req, res) => {
+        const url = new URL(req.originalUrl || req.url || "", "http://localhost");
+        const accountId = url.searchParams.get("accountId") ?? "demo";
+
+        const dataset = getDataset(accountId);
+
+        res.setHeader("Content-Type", "application/json");
+        res.end(JSON.stringify(dataset));
+      });
+    },
+  };
+}
 
 export default defineConfig({
-  plugins: [react(), tailwindcss()],
+  plugins: [react(), tailwindcss(), mockApiPlugin()],
+
   resolve: {
     alias: {
-      "@": fileURLToPath(new URL("./src", import.meta.url)),
+      "@": path.resolve(__dirname, "./src"),
     },
   },
+
   server: {
     port: 5173,
     host: true,
diff --git a/bun.lock b/bun.lock
index 649305c..68af86b 100644
--- a/bun.lock
+++ b/bun.lock
@@ -9,7 +9,6 @@
       "name": "cleat-web",
       "version": "1.7.0",
       "dependencies": {
-        "@cleat/contracts": "workspace:*",
         "@fontsource-variable/inter": "^5.2.8",
         "@fontsource-variable/jetbrains-mono": "^5.2.8",
         "clsx": "^2.1.1",
@@ -91,6 +90,10 @@
 
     "@emnapi/wasi-threads": ["@emnapi/wasi-threads@1.2.1", "", { "dependencies": { "tslib": "^2.4.0" } }, "sha512-uTII7OYF+/Mes/MrcIOYp5yOtSMLBWSIoLPpcgwipoiKbli6k322tcoFsxoIIxPDqW01SQGAgko4EzZi2BNv2w=="],
 
+    "@emotion/is-prop-valid": ["@emotion/is-prop-valid@1.4.0", "", { "dependencies": { "@emotion/memoize": "^0.9.0" } }, "sha512-QgD4fyscGcbbKwJmqNvUMSE02OsHUa+lAWKdEUIJKgqe5IwRSKd7+KhibEWdaKwgjLj0DRSHA9biAIqGBk05lw=="],
+
+    "@emotion/memoize": ["@emotion/memoize@0.9.0", "", {}, "sha512-30FAj7/EoJ5mwVPOWhAyCX+FPfMDrVecJAM+Iw9NRoSl4BBAQeqj4cApHHUXOVvIPgLVDsCFoz/hGD+5QQD1GQ=="],
+
     "@eslint-community/eslint-utils": ["@eslint-community/eslint-utils@4.9.1", "", { "dependencies": { "eslint-visitor-keys": "^3.4.3" }, "peerDependencies": { "eslint": "^6.0.0 || ^7.0.0 || >=8.0.0" } }, "sha512-phrYmNiYppR7znFEdqgfWHXR6NCkZEK7hwWDHZUjit/2/U0r6XvkDl0SYnoM51Hq7FhCGdLDT6zxCCOY1hexsQ=="],
 
     "@eslint-community/regexpp": ["@eslint-community/regexpp@4.12.2", "", {}, "sha512-EriSTlt5OC9/7SXkRSCAhfSxxoSUgBm33OH+IkwbdpgoqsSsUg7y3uh+IICI/Qg4BBWr3U2i39RpmycbxMq4ew=="],
diff --git a/package-lock.json b/package-lock.json
new file mode 100644
index 0000000..955b943
--- /dev/null
+++ b/package-lock.json
@@ -0,0 +1,2773 @@
+{
+  "name": "cleat",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "cleat",
+      "workspaces": [
+        "apps/*",
+        "packages/*"
+      ]
+    },
+    "apps/web": {
+      "name": "cleat-web",
+      "version": "1.7.0",
+      "dependencies": {
+        "@fontsource-variable/inter": "^5.2.8",
+        "@fontsource-variable/jetbrains-mono": "^5.2.8",
+        "clsx": "^2.1.1",
+        "date-fns": "^4.3.0",
+        "lucide-react": "^1.16.0",
+        "motion": "^12.40.0",
+        "playwright": "^1.60.0",
+        "react": "^19.2.6",
+        "react-dom": "^19.2.6",
+        "react-loader-spinner": "^8.0.2",
+        "react-router-dom": "^7.15.1",
+        "recharts": "^3.8.1",
+        "tailwind-merge": "^3.6.0",
+        "zustand": "^5.0.13"
+      },
+      "devDependencies": {
+        "@eslint/js": "^10.0.1",
+        "@tailwindcss/vite": "^4.3.0",
+        "@types/bun": "latest",
+        "@types/react": "^19.2.15",
+        "@types/react-dom": "^19.2.3",
+        "@vitejs/plugin-react": "^6.0.2",
+        "eslint": "^10.4.1",
+        "eslint-config-prettier": "^10.1.8",
+        "eslint-plugin-react-hooks": "^7.1.1",
+        "eslint-plugin-react-refresh": "^0.5.2",
+        "globals": "^17.6.0",
+        "prettier": "^3.8.3",
+        "tailwindcss": "^4.3.0",
+        "typescript-eslint": "^8.60.0",
+        "vite": "^8.0.14"
+      },
+      "peerDependencies": {
+        "typescript": "^5"
+      }
+    },
+    "apps/web/node_modules/@babel/code-frame": {
+      "version": "7.29.7",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/helper-validator-identifier": "^7.29.7",
+        "js-tokens": "^4.0.0",
+        "picocolors": "^1.1.1"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "apps/web/node_modules/@babel/compat-data": {
+      "version": "7.29.7",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "apps/web/node_modules/@babel/core": {
+      "version": "7.29.7",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/code-frame": "^7.29.7",
+        "@babel/generator": "^7.29.7",
+        "@babel/helper-compilation-targets": "^7.29.7",
+        "@babel/helper-module-transforms": "^7.29.7",
+        "@babel/helpers": "^7.29.7",
+        "@babel/parser": "^7.29.7",
+        "@babel/template": "^7.29.7",
+        "@babel/traverse": "^7.29.7",
+        "@babel/types": "^7.29.7",
+        "@jridgewell/remapping": "^2.3.5",
+        "convert-source-map": "^2.0.0",
+        "debug": "^4.1.0",
+        "gensync": "^1.0.0-beta.2",
+        "json5": "^2.2.3",
+        "semver": "^6.3.1"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/babel"
+      }
+    },
+    "apps/web/node_modules/@babel/generator": {
+      "version": "7.29.7",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/parser": "^7.29.7",
+        "@babel/types": "^7.29.7",
+        "@jridgewell/gen-mapping": "^0.3.12",
+        "@jridgewell/trace-mapping": "^0.3.28",
+        "jsesc": "^3.0.2"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "apps/web/node_modules/@babel/helper-compilation-targets": {
+      "version": "7.29.7",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/compat-data": "^7.29.7",
+        "@babel/helper-validator-option": "^7.29.7",
+        "browserslist": "^4.24.0",
+        "lru-cache": "^5.1.1",
+        "semver": "^6.3.1"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "apps/web/node_modules/@babel/helper-globals": {
+      "version": "7.29.7",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "apps/web/node_modules/@babel/helper-module-imports": {
+      "version": "7.29.7",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/traverse": "^7.29.7",
+        "@babel/types": "^7.29.7"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "apps/web/node_modules/@babel/helper-module-transforms": {
+      "version": "7.29.7",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/helper-module-imports": "^7.29.7",
+        "@babel/helper-validator-identifier": "^7.29.7",
+        "@babel/traverse": "^7.29.7"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      },
+      "peerDependencies": {
+        "@babel/core": "^7.0.0"
+      }
+    },
+    "apps/web/node_modules/@babel/helper-string-parser": {
+      "version": "7.29.7",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "apps/web/node_modules/@babel/helper-validator-identifier": {
+      "version": "7.29.7",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "apps/web/node_modules/@babel/helper-validator-option": {
+      "version": "7.29.7",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "apps/web/node_modules/@babel/helpers": {
+      "version": "7.29.7",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/template": "^7.29.7",
+        "@babel/types": "^7.29.7"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "apps/web/node_modules/@babel/parser": {
+      "version": "7.29.7",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/types": "^7.29.7"
+      },
+      "bin": {
+        "parser": "bin/babel-parser.js"
+      },
+      "engines": {
+        "node": ">=6.0.0"
+      }
+    },
+    "apps/web/node_modules/@babel/template": {
+      "version": "7.29.7",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/code-frame": "^7.29.7",
+        "@babel/parser": "^7.29.7",
+        "@babel/types": "^7.29.7"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "apps/web/node_modules/@babel/traverse": {
+      "version": "7.29.7",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/code-frame": "^7.29.7",
+        "@babel/generator": "^7.29.7",
+        "@babel/helper-globals": "^7.29.7",
+        "@babel/parser": "^7.29.7",
+        "@babel/template": "^7.29.7",
+        "@babel/types": "^7.29.7",
+        "debug": "^4.3.1"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "apps/web/node_modules/@babel/types": {
+      "version": "7.29.7",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/helper-string-parser": "^7.29.7",
+        "@babel/helper-validator-identifier": "^7.29.7"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "apps/web/node_modules/@eslint-community/eslint-utils": {
+      "version": "4.9.1",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "eslint-visitor-keys": "^3.4.3"
+      },
+      "engines": {
+        "node": "^12.22.0 || ^14.17.0 || >=16.0.0"
+      },
+      "funding": {
+        "url": "https://opencollective.com/eslint"
+      },
+      "peerDependencies": {
+        "eslint": "^6.0.0 || ^7.0.0 || >=8.0.0"
+      }
+    },
+    "apps/web/node_modules/@eslint-community/eslint-utils/node_modules/eslint-visitor-keys": {
+      "version": "3.4.3",
+      "dev": true,
+      "license": "Apache-2.0",
+      "engines": {
+        "node": "^12.22.0 || ^14.17.0 || >=16.0.0"
+      },
+      "funding": {
+        "url": "https://opencollective.com/eslint"
+      }
+    },
+    "apps/web/node_modules/@eslint-community/regexpp": {
+      "version": "4.12.2",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": "^12.0.0 || ^14.0.0 || >=16.0.0"
+      }
+    },
+    "apps/web/node_modules/@eslint/config-array": {
+      "version": "0.23.5",
+      "dev": true,
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@eslint/object-schema": "^3.0.5",
+        "debug": "^4.3.1",
+        "minimatch": "^10.2.4"
+      },
+      "engines": {
+        "node": "^20.19.0 || ^22.13.0 || >=24"
+      }
+    },
+    "apps/web/node_modules/@eslint/config-helpers": {
+      "version": "0.6.0",
+      "dev": true,
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@eslint/core": "^1.2.1"
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