diff --git a/app/components/dashboard/project-management/process-innovation-page.tsx b/app/components/dashboard/project-management/process-innovation-page.tsx
index 8870352..1a1008b 100644
--- a/app/components/dashboard/project-management/process-innovation-page.tsx
+++ b/app/components/dashboard/project-management/process-innovation-page.tsx
@@ -22,10 +22,6 @@ import {
   ChevronUp,
   ChevronDown,
   RefreshCw,
-  TrendingUp,
-  TrendingDown,
-  Target,
-  BarChart3,
   ExternalLink,
 } from "lucide-react";
 import apiService from "~/lib/api";
@@ -57,6 +53,19 @@ interface StatsCard {
   color: string;
 }
 
+interface InnovationStats {
+  totalProjects: number;
+  averageScore: number;
+  productionStopsPreventionSum: number; // مجموع جلوگیری از توقفات تولید
+  bottleneckRemovalCount: number; // تعداد رفع گلوگاه
+  currencyReductionSum: number; // مجموع کاهش ارز بری (میلیون ریال)
+  frequentFailuresReductionSum: number; // مجموع کاهش خرابی های پرتکرار
+  percentProductionStops: number; // درصد مقایسه‌ای جلوگیری از توقفات تولید
+  percentBottleneckRemoval: number; // درصد مقایسه‌ای رفع گلوگاه
+  percentCurrencyReduction: number; // درصد مقایسه‌ای کاهش ارز بری
+  percentFailuresReduction: number; // درصد مقایسه‌ای کاهش خرابی‌های پرتکرار
+}
+
 const columns = [
   { key: "select", label: "", sortable: false, width: "50px" },
   { key: "project_no", label: "شماره پروژه", sortable: true, width: "140px" },
@@ -75,6 +84,19 @@ export function ProcessInnovationPage() {
   const [hasMore, setHasMore] = useState(true);
   const [totalCount, setTotalCount] = useState(0);
   const [actualTotalCount, setActualTotalCount] = useState(0);
+  const [statsLoading, setStatsLoading] = useState(false);
+  const [stats, setStats] = useState<InnovationStats>({
+    totalProjects: 0,
+    averageScore: 0,
+    productionStopsPreventionSum: 0,
+    bottleneckRemovalCount: 0,
+    currencyReductionSum: 0,
+    frequentFailuresReductionSum: 0,
+    percentProductionStops: 0,
+    percentBottleneckRemoval: 0,
+    percentCurrencyReduction: 0,
+    percentFailuresReduction: 0,
+  });
   const [sortConfig, setSortConfig] = useState<SortConfig>({
     field: "start_date",
     direction: "asc",
@@ -121,10 +143,7 @@ export function ProcessInnovationPage() {
     {
       id: "production-stops-prevention",
       title: "جلوگیری از توقفات تولید",
-      value: formatNumber(projects
-        .filter(p => p.reduce_prevention_production_stops && parseFloat(p.reduce_prevention_production_stops) > 0)
-        .reduce((sum, p) => sum + parseFloat(p.reduce_prevention_production_stops), 0)
-        .toFixed(1)),
+      value: formatNumber(stats.productionStopsPreventionSum.toFixed?.(1) ?? stats.productionStopsPreventionSum),
       description: "ظرفیت افزایش یافته",
       icon: <CirclePause/>,
       color: "text-emerald-400",
@@ -132,7 +151,7 @@ export function ProcessInnovationPage() {
     {
       id: "bottleneck-removal",
       title: "رفع گلوگاه",
-      value: formatNumber(projects.filter(p => p.throat_removal === "بله").length),
+      value: formatNumber(stats.bottleneckRemovalCount),
       description: "تعداد رفع گلوگاه",
       icon: <Funnel />,
       color: "text-emerald-400"
@@ -141,10 +160,7 @@ export function ProcessInnovationPage() {
     {
       id: "currency-reduction",
       title: "کاهش ارز بری",
-      value: formatNumber(projects
-        .filter(p => p.amount_currency_reduction && parseFloat(p.amount_currency_reduction) > 0)
-        .reduce((sum, p) => sum + parseFloat(p.amount_currency_reduction), 0)
-        .toFixed(0)),
+      value: formatNumber(stats.currencyReductionSum.toFixed?.(0) ?? stats.currencyReductionSum),
       description: "میلیون ریال کاهش یافته",
       icon: <DollarSign/>,
       color: "text-emerald-400",
@@ -152,10 +168,7 @@ export function ProcessInnovationPage() {
     {
       id: "frequent-failures-reduction",
       title: "کاهش خرابیهای پرتکرار",
-      value: formatNumber(projects
-        .filter(p => p.Reduce_rate_failure && parseFloat(p.Reduce_rate_failure) > 0)
-        .reduce((sum, p) => sum + parseFloat(p.Reduce_rate_failure), 0)
-        .toFixed(1)),
+      value: formatNumber(stats.frequentFailuresReductionSum.toFixed?.(1) ?? stats.frequentFailuresReductionSum),
       description: "مجموع درصد کاهش خرابی",
       icon: <Wrench/>,
       color: "text-emerald-400",
@@ -191,6 +204,7 @@ export function ProcessInnovationPage() {
           "amount_currency_reduction",
           "Reduce_rate_failure",
         ],
+        Pagination: { PageNumber: pageToFetch, PageSize: pageSize },
         Sorts: [[sortConfig.field, sortConfig.direction]],
         Conditions: [["type_of_innovation", "=", "نوآوری در فرآیند"]],
       });
@@ -263,6 +277,7 @@ export function ProcessInnovationPage() {
   useEffect(() => {
     fetchProjects(true);
     fetchTotalCount();
+    fetchStats();
   }, [sortConfig]);
 
   useEffect(() => {
@@ -322,7 +337,10 @@ export function ProcessInnovationPage() {
           try {
             const parsedData = JSON.parse(dataString);
             if (Array.isArray(parsedData) && parsedData[0]) {
-              setActualTotalCount(parsedData[0].project_no_count || 0);
+              const count = parsedData[0].project_no_count || 0;
+              setActualTotalCount(count);
+              // Keep stats in sync if backend stats not yet loaded
+              setStats((prev) => ({ ...prev, totalProjects: count }));
             }
           } catch (parseError) {
             console.error("Error parsing count data:", parseError);
@@ -334,6 +352,52 @@ export function ProcessInnovationPage() {
     }
   };
 
+  // Fetch aggregated stats from backend call API (innovation_process_function)
+  const fetchStats = async () => {
+    try {
+      setStatsLoading(true);
+      const raw = await apiService.callInnovationProcess<any>({
+        innovation_process_function: {
+        },
+      });
+
+      let payload: any = raw?.data;
+      if (typeof payload === "string") {
+        try { payload = JSON.parse(payload); } catch {}
+      }
+
+      const parseNum = (v: unknown): number => {
+        if (v == null) return 0;
+        if (typeof v === "number") return v;
+        if (typeof v === "string") {
+          const cleaned = v.replace(/,/g, "").trim();
+          const n = parseFloat(cleaned);
+          return isNaN(n) ? 0 : n;
+        }
+        return 0;
+      };
+
+      const normalized: InnovationStats = {
+        totalProjects: parseNum(payload?.count_innovation_process_projects),
+        averageScore: parseNum(payload?.average_project_score),
+        productionStopsPreventionSum: parseNum(payload?.sum_stopping_production),
+        bottleneckRemovalCount: parseNum(payload?.count_throat_removal),
+        currencyReductionSum: parseNum(payload?.sum_reduction_value_currency),
+        frequentFailuresReductionSum: parseNum(payload?.sum_reducing_breakdowns),
+        percentProductionStops: parseNum(payload?.percent_sum_stopping_production),
+        percentBottleneckRemoval: parseNum(payload?.percent_throat_removal),
+        percentCurrencyReduction: parseNum(payload?.percent_reduction_value_currency),
+        percentFailuresReduction: parseNum(payload?.percent_reducing_breakdowns),
+      };
+
+      setStats(normalized);
+    } catch (error) {
+      console.error("Error fetching stats:", error);
+    } finally {
+      setStatsLoading(false);
+    }
+  };
+
   const handleRefresh = () => {
     fetchingRef.current = false;
     setCurrentPage(1);
@@ -341,6 +405,7 @@ export function ProcessInnovationPage() {
     setHasMore(true);
     fetchProjects(true);
     fetchTotalCount();
+    fetchStats();
   };
 
   const formatCurrency = (amount: string | number) => {
@@ -468,13 +533,13 @@ export function ProcessInnovationPage() {
         <div className="space-y-6 w-full">
           {/* Stats Grid */}
           <div className="grid grid-cols-2 gap-3">
-            {loading ? (
+            {loading || statsLoading ? (
               // Loading skeleton for stats cards - matching new design
               Array.from({ length: 4 }).map((_, index) => (
                 <Card key={`skeleton-${index}`} className="bg-[linear-gradient(to_bottom_left,#464861,50%,#111628)] backdrop-blur-sm rounded-2xl overflow-hidden">
                   <CardContent className="p-2">
                     <div className="flex flex-col justify-between gap-2">
-                      <div className="flex p-2 justify-between items-center border-b-2 mx-4 border-gray-500/20">
+                      <div className="flex justify-between items-center border-b-2 mx-4 border-gray-500/20">
                         <div className="h-6 bg-gray-600 rounded animate-pulse" style={{ width: '60%' }} />
                         <div className="p-3 bg-emerald-500/20 rounded-full w-fit">
                           <div className="w-6 h-6 bg-gray-600 rounded animate-pulse" />
@@ -493,16 +558,16 @@ export function ProcessInnovationPage() {
                 <Card key={card.id} className="bg-[linear-gradient(to_bottom_left,#464861,50%,#111628)] backdrop-blur-sm border-gray-700/50">
                   <CardContent className="p-2">
                     <div className="flex flex-col justify-between gap-2">
-                      <div className="flex p-2 justify-between items-center border-b-2 mx-4 border-gray-500/20">
-                        <h3 className="text-lg font-bold text-white font-persian mb-2 ">
+                      <div className="flex justify-between items-center border-b-2 mx-4 border-gray-500/20">
+                        <h3 className="text-lg font-bold text-white font-persian">
                           {card.title}
                         </h3>
-                        <div className={`p-3 ${card.bgColor} gird placeitems-center rounded-full w-fit `}>
+                        <div className={`p-3 gird placeitems-center rounded-full w-fit `}>
                           {card.icon}
                         </div>
                       </div>
                       <div className="flex items-center justify-center flex-col p-1">
-                        <p className={`text-3xl font-bold ${card.color} mb-1`}>
+                         <p className={`text-3xl font-bold ${card.color} mb-1`}>
                           {card.value}
                         </p>
                         <p className="text-sm text-gray-300 font-persian">
@@ -520,8 +585,8 @@ export function ProcessInnovationPage() {
 
         {/* Process Impacts Chart */}
         <Card className="bg-[linear-gradient(to_bottom_left,#464861,50%,#111628)] backdrop-blur-sm rounded-2xl w-full overflow-hidden">
-          <CardContent className="p-6">
-            <div className="mb-6">
+          <CardContent className="p-4">
+            <div className="mb-4">
               <h3 className="text-xl font-bold text-white font-persian text-right mb-2">
                 تاثیرات فرآیندی به صورت درصد مقایسه ای
               </h3>
@@ -536,21 +601,13 @@ export function ProcessInnovationPage() {
                   <div 
                     className="bg-emerald-400 h-5 rounded-full transition-all duration-500 ease-out"
                     style={{ 
-                      width: `${Math.min(
-                        projects
-                          .filter(p => p.reduce_prevention_production_stops && parseFloat(p.reduce_prevention_production_stops) > 0)
-                          .reduce((sum, p) => sum + parseFloat(p.reduce_prevention_production_stops), 0) / 10, 
-                        100
-                      )}%` 
+                      width: `${Math.min((stats.percentProductionStops || 0), 100)}%` 
                     }}
                   >
                   </div>
                 </div>
                 <span className="text-emerald-400 font-bold text-sm min-w-[40px] text-left">
-                  {formatNumber(projects
-                    .filter(p => p.reduce_prevention_production_stops && parseFloat(p.reduce_prevention_production_stops) > 0)
-                    .reduce((sum, p) => sum + parseFloat(p.reduce_prevention_production_stops), 0)
-                    .toFixed(1))}%
+                  {formatNumber(((stats.percentProductionStops ?? 0) as number).toFixed?.(1) ?? (stats.percentProductionStops ?? 0))}%
                 </span>
               </div>
 
@@ -561,16 +618,13 @@ export function ProcessInnovationPage() {
                   <div 
                     className="bg-emerald-400 h-5 rounded-full transition-all duration-500 ease-out"
                     style={{ 
-                      width: `${Math.min(
-                        projects.filter(p => p.throat_removal === "بله").length * 10, 
-                        100
-                      )}%` 
+                      width: `${Math.min((stats.percentBottleneckRemoval || 0), 100)}%` 
                     }}
                   >
                   </div>
                 </div>
                 <span className="text-emerald-400 font-bold text-sm min-w-[40px] text-left">
-                  {formatNumber(projects.filter(p => p.throat_removal === "بله").length)}%
+                  {formatNumber(((stats.percentBottleneckRemoval ?? 0) as number).toFixed?.(1) ?? (stats.percentBottleneckRemoval ?? 0))}%
                 </span>
               </div>
 
@@ -581,21 +635,13 @@ export function ProcessInnovationPage() {
                   <div 
                     className="bg-emerald-400 h-5 rounded-full transition-all duration-500 ease-out"
                     style={{ 
-                      width: `${Math.min(
-                        projects
-                          .filter(p => p.amount_currency_reduction && parseFloat(p.amount_currency_reduction) > 0)
-                          .reduce((sum, p) => sum + parseFloat(p.amount_currency_reduction), 0) / 100, 
-                        100
-                      )}%` 
+                      width: `${Math.min((stats.percentCurrencyReduction || 0), 100)}%` 
                     }}
                   >
                   </div>
                 </div>
                 <span className="text-emerald-400 font-bold text-sm min-w-[40px] text-left">
-                  {formatNumber(projects
-                    .filter(p => p.amount_currency_reduction && parseFloat(p.amount_currency_reduction) > 0)
-                    .reduce((sum, p) => sum + parseFloat(p.amount_currency_reduction), 0)
-                    .toFixed(0))}%
+                  {formatNumber(((stats.percentCurrencyReduction ?? 0) as number).toFixed?.(0) ?? (stats.percentCurrencyReduction ?? 0))}%
                 </span>
               </div>
 
@@ -606,21 +652,13 @@ export function ProcessInnovationPage() {
                   <div 
                     className="bg-emerald-400 h-5 rounded-full transition-all duration-500 ease-out"
                     style={{ 
-                      width: `${Math.min(
-                        projects
-                          .filter(p => p.Reduce_rate_failure && parseFloat(p.Reduce_rate_failure) > 0)
-                          .reduce((sum, p) => sum + parseFloat(p.Reduce_rate_failure), 0) / 10, 
-                        100
-                      )}%` 
+                      width: `${Math.min((stats.percentFailuresReduction || 0), 100)}%` 
                     }}
                   >
                   </div>
                 </div>
                 <span className="text-emerald-400 font-bold text-sm min-w-[40px] text-left">
-                  {formatNumber(projects
-                    .filter(p => p.Reduce_rate_failure && parseFloat(p.Reduce_rate_failure) > 0)
-                    .reduce((sum, p) => sum + parseFloat(p.Reduce_rate_failure), 0)
-                    .toFixed(1))}%
+                  {formatNumber(((stats.percentFailuresReduction ?? 0) as number).toFixed?.(1) ?? (stats.percentFailuresReduction ?? 0))}%
                 </span>
               </div>
             </div>
@@ -628,62 +666,23 @@ export function ProcessInnovationPage() {
             {/* Percentage Scale */}
             <div className="flex justify-between mt-6 pt-4 border-t border-gray-700">
               <span className="text-gray-400 text-xs">۰٪</span>
-              <span className="text-gray-400 text-xs">
-                {formatNumber(Math.round(Math.max(
-                  projects
-                    .filter(p => p.reduce_prevention_production_stops && parseFloat(p.reduce_prevention_production_stops) > 0)
-                    .reduce((sum, p) => sum + parseFloat(p.reduce_prevention_production_stops), 0) / 10,
-                  projects.filter(p => p.throat_removal === "بله").length * 10,
-                  projects
-                    .filter(p => p.amount_currency_reduction && parseFloat(p.amount_currency_reduction) > 0)
-                    .reduce((sum, p) => sum + parseFloat(p.amount_currency_reduction), 0) / 100,
-                  projects
-                    .filter(p => p.Reduce_rate_failure && parseFloat(p.Reduce_rate_failure) > 0)
-                    .reduce((sum, p) => sum + parseFloat(p.Reduce_rate_failure), 0) / 10
-                ) / 4))}٪
-              </span>
-              <span className="text-gray-400 text-xs">
-                {formatNumber(Math.round(Math.max(
-                  projects
-                    .filter(p => p.reduce_prevention_production_stops && parseFloat(p.reduce_prevention_production_stops) > 0)
-                    .reduce((sum, p) => sum + parseFloat(p.reduce_prevention_production_stops), 0) / 10,
-                  projects.filter(p => p.throat_removal === "بله").length * 10,
-                  projects
-                    .filter(p => p.amount_currency_reduction && parseFloat(p.amount_currency_reduction) > 0)
-                    .reduce((sum, p) => sum + parseFloat(p.amount_currency_reduction), 0) / 100,
-                  projects
-                    .filter(p => p.Reduce_rate_failure && parseFloat(p.Reduce_rate_failure) > 0)
-                    .reduce((sum, p) => sum + parseFloat(p.Reduce_rate_failure), 0) / 10
-                ) / 2))}٪
-              </span>
-              <span className="text-gray-400 text-xs">
-                {formatNumber(Math.round(Math.max(
-                  projects
-                    .filter(p => p.reduce_prevention_production_stops && parseFloat(p.reduce_prevention_production_stops) > 0)
-                    .reduce((sum, p) => sum + parseFloat(p.reduce_prevention_production_stops), 0) / 10,
-                  projects.filter(p => p.throat_removal === "بله").length * 10,
-                  projects
-                    .filter(p => p.amount_currency_reduction && parseFloat(p.amount_currency_reduction) > 0)
-                    .reduce((sum, p) => sum + parseFloat(p.amount_currency_reduction), 0) / 100,
-                  projects
-                    .filter(p => p.Reduce_rate_failure && parseFloat(p.Reduce_rate_failure) > 0)
-                    .reduce((sum, p) => sum + parseFloat(p.Reduce_rate_failure), 0) / 10
-                ) * 3 / 4))}٪
-              </span>
-              <span className="text-gray-400 text-xs">
-                {formatNumber(Math.round(Math.max(
-                  projects
-                    .filter(p => p.reduce_prevention_production_stops && parseFloat(p.reduce_prevention_production_stops) > 0)
-                    .reduce((sum, p) => sum + parseFloat(p.reduce_prevention_production_stops), 0) / 10,
-                  projects.filter(p => p.throat_removal === "بله").length * 10,
-                  projects
-                    .filter(p => p.amount_currency_reduction && parseFloat(p.amount_currency_reduction) > 0)
-                    .reduce((sum, p) => sum + parseFloat(p.amount_currency_reduction), 0) / 100,
-                  projects
-                    .filter(p => p.Reduce_rate_failure && parseFloat(p.Reduce_rate_failure) > 0)
-                    .reduce((sum, p) => sum + parseFloat(p.Reduce_rate_failure), 0) / 10
-                )))}٪
-              </span>
+              {
+                (() => {
+                  const p1 = (stats.percentProductionStops || 0);
+                  const p2 = (stats.percentBottleneckRemoval || 0);
+                  const p3 = (stats.percentCurrencyReduction || 0);
+                  const p4 = (stats.percentFailuresReduction || 0);
+                  const maxVal = Math.max(p1, p2, p3, p4);
+                  return (
+                    <>
+                      <span className="text-gray-400 text-xs">{formatNumber(Math.round(maxVal / 4))}٪</span>
+                      <span className="text-gray-400 text-xs">{formatNumber(Math.round(maxVal / 2))}٪</span>
+                      <span className="text-gray-400 text-xs">{formatNumber(Math.round((maxVal * 3) / 4))}٪</span>
+                      <span className="text-gray-400 text-xs">{formatNumber(Math.round(maxVal))}٪</span>
+                    </>
+                  );
+                })()
+              }
             </div>
           </CardContent>
         </Card>
@@ -691,7 +690,7 @@ export function ProcessInnovationPage() {
 
         {/* Data Table */}
         <Card className="bg-transparent backdrop-blur-sm rounded-2xl overflow-hidden">
-          <CardContent className="p-0">
+          <CardContent>
             <div className="relative">
               <div className="overflow-auto max-h-[calc(100vh-400px)]">
                 <Table>
@@ -785,7 +784,7 @@ export function ProcessInnovationPage() {
             {/* Infinite scroll trigger */}
             <div ref={observerRef} className="h-auto">
               {loadingMore && (
-                <div className="flex items-center justify-center py-4">
+                <div className="flex items-center justify-center py-1">
                   <div className="flex items-center gap-2">
                     <RefreshCw className="w-4 h-4 animate-spin text-emerald-400" />
                     <span className="font-persian text-gray-300 text-xs">
@@ -823,7 +822,7 @@ export function ProcessInnovationPage() {
           <div className="p-2 px-4 bg-gray-700/50">
             <div className="grid grid-cols-6 gap-4 text-sm text-gray-300 font-persian">
       <div className="text-center gap-2 items-center flex">
-                <div className="text-base text-gray-401 mb-1"> کل پروژه ها : {formatNumber(actualTotalCount)}</div>
+                 <div className="text-base text-gray-401 mb-1"> کل پروژه ها : {formatNumber(stats.totalProjects || actualTotalCount)}</div>
               </div>
               {/* Project number column - empty */}
               <div></div>
@@ -835,13 +834,7 @@ export function ProcessInnovationPage() {
               <div className="flex justify-center items-center gap-2">
                 <div className="text-base text-gray-400 mb-1"> میانگین امتیاز :‌</div>
                 <div className="font-bold">
-                  {(() => {
-                    if (projects.length === 0) return formatNumber(0);
-                    const validRatings = projects.filter(p => p.project_rating && !isNaN(parseFloat(p.project_rating)));
-                    if (validRatings.length === 0) return formatNumber(0);
-                    const average = validRatings.reduce((sum, p) => sum + parseFloat(p.project_rating), 0) / validRatings.length;
-                    return formatNumber(average.toFixed(1));
-                  })()}
+                  {formatNumber(((stats.averageScore ?? 0) as number).toFixed?.(1) ?? (stats.averageScore ?? 0))}
                 </div>
               </div>
               
diff --git a/app/lib/api.ts b/app/lib/api.ts
index 7c65fdc..88700f4 100644
--- a/app/lib/api.ts
+++ b/app/lib/api.ts
@@ -103,6 +103,50 @@ class ApiService {
     }
   }
 
+  // POST to external absolute endpoint while reusing token handling
+  public async postAbsolute<T = any>(
+    fullUrl: string,
+    data?: any,
+  ): Promise<ApiResponse<T>> {
+    const defaultHeaders: HeadersInit = {
+      "Content-Type": "application/json;charset=UTF-8",
+    };
+
+    if (this.token) {
+      defaultHeaders.Authorization = `Bearer ${this.token}`;
+    }
+
+    const config: RequestInit = {
+      method: "POST",
+      headers: defaultHeaders,
+      body: data ? JSON.stringify(data) : undefined,
+    };
+
+    try {
+      const response = await fetch(fullUrl, config);
+      const apiData: ApiResponse<T> = await response.json();
+
+      if (!response.ok) {
+        throw new Error(apiData?.message || `HTTP error! status: ${response.status}`);
+      }
+
+      if (typeof apiData?.state !== "undefined" && apiData.state !== 0) {
+        throw new Error(apiData.message || "API error occurred");
+      }
+
+      return apiData;
+    } catch (error) {
+      console.error("API absolute POST failed:", error);
+      throw error as Error;
+    }
+  }
+
+  // Innovation process function call wrapper
+  public async callInnovationProcess<T = any>(payload: any) {
+    const url = "https://inogen-back.pelekan.org/api/call";
+    return this.postAbsolute<T>(url, payload);
+  }
+
   // GET request
   public async get<T = any>(endpoint: string): Promise<ApiResponse<T>> {
     return this.request<T>(endpoint, {