diff --git a/src/app/(dashboard)/dashboard/costs/quota-share/hooks/useLocalStoragePoolMigration.ts b/src/app/(dashboard)/dashboard/costs/quota-share/hooks/useLocalStoragePoolMigration.ts
new file mode 100644
index 0000000000..3aa4505a3f
--- /dev/null
+++ b/src/app/(dashboard)/dashboard/costs/quota-share/hooks/useLocalStoragePoolMigration.ts
@@ -0,0 +1,110 @@
+"use client";
+
+import { useEffect } from "react";
+import type { QuotaPool, PoolAllocation, Policy } from "@/lib/quota/dimensions";
+
+const LS_KEY = "omniroute:quota-share:pools";
+
+// Shape of a legacy localStorage pool (QuotaSharePageClient.tsx old format)
+interface LsPool {
+  id?: string;
+  connectionId?: string;
+  provider?: string;
+  accountLabel?: string;
+  window?: string;
+  policy?: string;
+  allocations?: Array<{
+    apiKeyId?: string;
+    percent?: number;
+  }>;
+}
+
+interface PoolCreate {
+  connectionId: string;
+  name: string;
+  allocations: Array<{
+    apiKeyId: string;
+    weight: number;
+    capValue?: number;
+    capUnit?: string;
+    policy: Policy;
+  }>;
+}
+
+export function adaptLsPoolToApiSchema(lsPool: LsPool): PoolCreate {
+  const connectionId = lsPool.connectionId || "";
+  const name =
+    lsPool.accountLabel ||
+    lsPool.provider ||
+    lsPool.connectionId?.slice(0, 12) ||
+    "Migrated pool";
+  const policy: Policy =
+    lsPool.policy === "soft" || lsPool.policy === "burst"
+      ? (lsPool.policy as Policy)
+      : "hard";
+
+  const allocations: PoolAllocation[] = (lsPool.allocations || [])
+    .filter((a) => a.apiKeyId)
+    .map((a) => ({
+      apiKeyId: a.apiKeyId as string,
+      weight: typeof a.percent === "number" ? Math.max(0, Math.min(100, a.percent)) : 0,
+      policy,
+    }));
+
+  return { connectionId, name, allocations };
+}
+
+export interface UseLocalStoragePoolMigrationInput {
+  pools: QuotaPool[];
+  mutate: () => Promise<unknown>;
+}
+
+export function useLocalStoragePoolMigration({
+  pools,
+  mutate,
+}: UseLocalStoragePoolMigrationInput): void {
+  useEffect(() => {
+    if (typeof window === "undefined") return;
+    const raw = window.localStorage.getItem(LS_KEY);
+    if (!raw) return;
+
+    // Idempotency: if DB already has pools, do not migrate
+    if (pools.length > 0) {
+      // Leave localStorage key intact (safety — let user verify before cleanup)
+      return;
+    }
+
+    let lsPools: unknown[] = [];
+    try {
+      lsPools = JSON.parse(raw) as unknown[];
+    } catch {
+      window.localStorage.removeItem(LS_KEY);
+      return;
+    }
+
+    if (!Array.isArray(lsPools) || lsPools.length === 0) {
+      window.localStorage.removeItem(LS_KEY);
+      return;
+    }
+
+    // POST batch — migrate all pools
+    Promise.all(
+      lsPools.map((p) =>
+        fetch("/api/quota/pools", {
+          method: "POST",
+          headers: { "Content-Type": "application/json" },
+          body: JSON.stringify(adaptLsPoolToApiSchema(p as LsPool)),
+        }).then((r) => r.ok)
+      )
+    )
+      .then((results) => {
+        if (results.every(Boolean)) {
+          window.localStorage.removeItem(LS_KEY);
+          void mutate();
+        }
+      })
+      .catch(() => {
+        // fail silent — try again on next load
+      });
+  }, [pools.length, mutate]);
+}
diff --git a/src/app/(dashboard)/dashboard/costs/quota-share/hooks/usePoolUsage.ts b/src/app/(dashboard)/dashboard/costs/quota-share/hooks/usePoolUsage.ts
new file mode 100644
index 0000000000..4a2af4181a
--- /dev/null
+++ b/src/app/(dashboard)/dashboard/costs/quota-share/hooks/usePoolUsage.ts
@@ -0,0 +1,50 @@
+"use client";
+
+import { useCallback, useEffect, useRef, useState } from "react";
+import type { PoolUsageSnapshot } from "@/lib/quota/types";
+
+export interface UsePoolUsageResult {
+  usage: PoolUsageSnapshot | null;
+  loading: boolean;
+  error: string | null;
+}
+
+export function usePoolUsage(poolId: string, pollIntervalMs = 15_000): UsePoolUsageResult {
+  const [usage, setUsage] = useState<PoolUsageSnapshot | null>(null);
+  const [loading, setLoading] = useState(true);
+  const [error, setError] = useState<string | null>(null);
+  const mountedRef = useRef(true);
+
+  const fetchUsage = useCallback(async () => {
+    if (!poolId) return;
+    try {
+      const res = await fetch(`/api/quota/pools/${poolId}/usage`);
+      if (!res.ok) throw new Error(`HTTP ${res.status}`);
+      const data = (await res.json()) as PoolUsageSnapshot;
+      if (!mountedRef.current) return;
+      setUsage(data);
+      setError(null);
+    } catch (err) {
+      if (!mountedRef.current) return;
+      setError(err instanceof Error ? err.message : "Failed to load usage");
+    } finally {
+      if (mountedRef.current) setLoading(false);
+    }
+  }, [poolId]);
+
+  useEffect(() => {
+    mountedRef.current = true;
+    void fetchUsage();
+
+    const interval = setInterval(() => {
+      void fetchUsage();
+    }, pollIntervalMs);
+
+    return () => {
+      mountedRef.current = false;
+      clearInterval(interval);
+    };
+  }, [fetchUsage, pollIntervalMs]);
+
+  return { usage, loading, error };
+}
diff --git a/src/app/(dashboard)/dashboard/costs/quota-share/hooks/usePools.ts b/src/app/(dashboard)/dashboard/costs/quota-share/hooks/usePools.ts
new file mode 100644
index 0000000000..1278642134
--- /dev/null
+++ b/src/app/(dashboard)/dashboard/costs/quota-share/hooks/usePools.ts
@@ -0,0 +1,56 @@
+"use client";
+
+import { useCallback, useEffect, useRef, useState } from "react";
+import type { QuotaPool } from "@/lib/quota/dimensions";
+
+export interface UsePoolsResult {
+  pools: QuotaPool[];
+  loading: boolean;
+  error: string | null;
+  mutate: () => Promise<void>;
+}
+
+export function usePools(): UsePoolsResult {
+  const [pools, setPools] = useState<QuotaPool[]>([]);
+  const [loading, setLoading] = useState(true);
+  const [error, setError] = useState<string | null>(null);
+  const mountedRef = useRef(true);
+
+  const fetchPools = useCallback(async () => {
+    setLoading(true);
+    setError(null);
+    try {
+      const res = await fetch("/api/quota/pools");
+      if (!res.ok) {
+        throw new Error(`HTTP ${res.status}`);
+      }
+      const data: unknown = await res.json();
+      if (!mountedRef.current) return;
+      const list = Array.isArray(data)
+        ? (data as QuotaPool[])
+        : Array.isArray((data as { pools?: QuotaPool[] }).pools)
+          ? (data as { pools: QuotaPool[] }).pools
+          : [];
+      setPools(list);
+    } catch (err) {
+      if (!mountedRef.current) return;
+      setError(err instanceof Error ? err.message : "Failed to load pools");
+    } finally {
+      if (mountedRef.current) setLoading(false);
+    }
+  }, []);
+
+  useEffect(() => {
+    mountedRef.current = true;
+    void fetchPools();
+    return () => {
+      mountedRef.current = false;
+    };
+  }, [fetchPools]);
+
+  const mutate = useCallback(async () => {
+    await fetchPools();
+  }, [fetchPools]);
+
+  return { pools, loading, error, mutate };
+}