diff --git a/.github/workflows/daily-balance-snapshots.yml b/.github/workflows/daily-balance-snapshots.yml
index 0c1f9188..473637a4 100644
--- a/.github/workflows/daily-balance-snapshots.yml
+++ b/.github/workflows/daily-balance-snapshots.yml
@@ -4,9 +4,9 @@ name: Daily Balance Snapshots
 # API requests require SNAPSHOT_AUTH_TOKEN secret to be set in GitHub repository settings.
 
 on:
-  #schedule:
-    # Run at midnight UTC every day
-    #- cron: '0 0 * * *'
+  schedule:
+  # Run at midnight UTC every day
+    - cron: '0 0 * * *'
   # Allow manual triggering for testing
   workflow_dispatch:
 
@@ -41,7 +41,7 @@ jobs:
           API_BASE_URL: "https://multisig.meshjs.dev"
           SNAPSHOT_AUTH_TOKEN: ${{ secrets.SNAPSHOT_AUTH_TOKEN }}
           BATCH_SIZE: 10
-          DELAY_BETWEEN_BATCHES: 5
+          DELAY_BETWEEN_BATCHES: 10
           MAX_RETRIES: 3
 
       - name: Notify on failure
diff --git a/scripts/batch-snapshot-orchestrator.ts b/scripts/batch-snapshot-orchestrator.ts
index 6dc36609..7989b58c 100644
--- a/scripts/batch-snapshot-orchestrator.ts
+++ b/scripts/batch-snapshot-orchestrator.ts
@@ -15,7 +15,7 @@
  *   - API_BASE_URL: Base URL for the API (default: http://localhost:3000)
  *   - SNAPSHOT_AUTH_TOKEN: Authentication token for API requests
  *   - BATCH_SIZE: Number of wallets per batch (default: 10)
- *   - DELAY_BETWEEN_BATCHES: Delay between batches in seconds (default: 5)
+ *   - DELAY_BETWEEN_BATCHES: Delay between batches in seconds (default: 10)
  *   - MAX_RETRIES: Maximum retries for failed batches (default: 3)
  */
 
@@ -24,8 +24,18 @@ interface BatchProgress {
   walletsInBatch: number;
   failedInBatch: number;
   snapshotsStored: number;
-  totalAdaBalance: number;
   totalBatches: number;
+  // Network-specific data
+  mainnetWallets: number;
+  testnetWallets: number;
+  mainnetAdaBalance: number;
+  testnetAdaBalance: number;
+  // Failure details
+  failures: Array<{
+    walletId: string;
+    errorType: string;
+    errorMessage: string;
+  }>;
 }
 
 interface BatchResponse {
@@ -40,9 +50,21 @@ interface BatchResults {
   failedBatches: number;
   totalWalletsProcessed: number;
   totalWalletsFailed: number;
-  totalAdaBalance: number;
   totalSnapshotsStored: number;
   executionTime: number;
+  // Network-specific data
+  totalMainnetWallets: number;
+  totalTestnetWallets: number;
+  totalMainnetAdaBalance: number;
+  totalTestnetAdaBalance: number;
+  // Failure tracking
+  allFailures: Array<{
+    walletId: string;
+    errorType: string;
+    errorMessage: string;
+    batchNumber: number;
+  }>;
+  failureSummary: Record<string, number>;
 }
 
 interface BatchConfig {
@@ -70,9 +92,16 @@ class BatchSnapshotOrchestrator {
       failedBatches: 0,
       totalWalletsProcessed: 0,
       totalWalletsFailed: 0,
-      totalAdaBalance: 0,
       totalSnapshotsStored: 0,
       executionTime: 0,
+      // Network-specific data
+      totalMainnetWallets: 0,
+      totalTestnetWallets: 0,
+      totalMainnetAdaBalance: 0,
+      totalTestnetAdaBalance: 0,
+      // Failure tracking
+      allFailures: [],
+      failureSummary: {},
     };
   }
 
@@ -88,7 +117,7 @@ class BatchSnapshotOrchestrator {
       apiBaseUrl,
       authToken,
       batchSize: parseInt(process.env.BATCH_SIZE || '10'),
-      delayBetweenBatches: parseInt(process.env.DELAY_BETWEEN_BATCHES || '5'),
+      delayBetweenBatches: parseInt(process.env.DELAY_BETWEEN_BATCHES || '10'),
       maxRetries: parseInt(process.env.MAX_RETRIES || '3'),
     };
   }
@@ -129,6 +158,17 @@ class BatchSnapshotOrchestrator {
     return new Promise(resolve => setTimeout(resolve, seconds * 1000));
   }
 
+  private getFriendlyErrorName(errorType: string): string {
+    const errorMap: Record<string, string> = {
+      'wallet_build_failed': 'Wallet Build Failed',
+      'utxo_fetch_failed': 'UTxO Fetch Failed',
+      'address_generation_failed': 'Address Generation Failed',
+      'balance_calculation_failed': 'Balance Calculation Failed',
+      'processing_failed': 'General Processing Failed',
+    };
+    return errorMap[errorType] || errorType;
+  }
+
   private async processBatch(batchNumber: number, batchId: string): Promise<BatchProgress | null> {
     console.log(`📦 Processing batch ${batchNumber}...`);
 
@@ -148,7 +188,16 @@ class BatchSnapshotOrchestrator {
           console.log(`   • Processed: ${data.progress.processedInBatch}/${data.progress.walletsInBatch} wallets`);
           console.log(`   • Failed: ${data.progress.failedInBatch}`);
           console.log(`   • Snapshots stored: ${data.progress.snapshotsStored}`);
-          console.log(`   • Batch ADA balance: ${Math.round(data.progress.totalAdaBalance * 100) / 100} ADA`);
+          console.log(`   • Mainnet: ${data.progress.mainnetWallets} wallets, ${Math.round(data.progress.mainnetAdaBalance * 100) / 100} ADA`);
+          console.log(`   • Testnet: ${data.progress.testnetWallets} wallets, ${Math.round(data.progress.testnetAdaBalance * 100) / 100} ADA`);
+          
+          // Show failures for this batch
+          if (data.progress.failures.length > 0) {
+            console.log(`   ❌ Failures in this batch:`);
+            data.progress.failures.forEach((failure, index) => {
+              console.log(`      ${index + 1}. ${failure.walletId}... - ${failure.errorMessage}`);
+            });
+          }
           
           return data.progress;
         } else {
@@ -193,8 +242,22 @@ class BatchSnapshotOrchestrator {
       this.results.completedBatches = 1;
       this.results.totalWalletsProcessed += firstBatch.processedInBatch;
       this.results.totalWalletsFailed += firstBatch.failedInBatch;
-      this.results.totalAdaBalance += firstBatch.totalAdaBalance;
       this.results.totalSnapshotsStored += firstBatch.snapshotsStored;
+      
+      // Accumulate network-specific data
+      this.results.totalMainnetWallets += firstBatch.mainnetWallets;
+      this.results.totalTestnetWallets += firstBatch.testnetWallets;
+      this.results.totalMainnetAdaBalance += firstBatch.mainnetAdaBalance;
+      this.results.totalTestnetAdaBalance += firstBatch.testnetAdaBalance;
+      
+      // Accumulate failures
+      firstBatch.failures.forEach(failure => {
+        this.results.allFailures.push({
+          ...failure,
+          batchNumber: 1
+        });
+        this.results.failureSummary[failure.errorType] = (this.results.failureSummary[failure.errorType] || 0) + 1;
+      });
 
       console.log(`📊 Total batches to process: ${this.results.totalBatches}`);
 
@@ -210,8 +273,22 @@ class BatchSnapshotOrchestrator {
           this.results.completedBatches++;
           this.results.totalWalletsProcessed += batchProgress.processedInBatch;
           this.results.totalWalletsFailed += batchProgress.failedInBatch;
-          this.results.totalAdaBalance += batchProgress.totalAdaBalance;
           this.results.totalSnapshotsStored += batchProgress.snapshotsStored;
+          
+          // Accumulate network-specific data
+          this.results.totalMainnetWallets += batchProgress.mainnetWallets;
+          this.results.totalTestnetWallets += batchProgress.testnetWallets;
+          this.results.totalMainnetAdaBalance += batchProgress.mainnetAdaBalance;
+          this.results.totalTestnetAdaBalance += batchProgress.testnetAdaBalance;
+          
+          // Accumulate failures
+          batchProgress.failures.forEach(failure => {
+            this.results.allFailures.push({
+              ...failure,
+              batchNumber
+            });
+            this.results.failureSummary[failure.errorType] = (this.results.failureSummary[failure.errorType] || 0) + 1;
+          });
         } else {
           this.results.failedBatches++;
           console.error(`❌ Batch ${batchNumber} failed completely`);
@@ -234,11 +311,31 @@ class BatchSnapshotOrchestrator {
       console.log(`   • Wallets processed: ${this.results.totalWalletsProcessed}`);
       console.log(`   • Wallets failed: ${this.results.totalWalletsFailed}`);
       console.log(`   • Snapshots stored: ${this.results.totalSnapshotsStored}`);
-      console.log(`   • Total TVL: ${Math.round(this.results.totalAdaBalance * 100) / 100} ADA`);
       console.log(`   • Execution time: ${this.results.executionTime}s`);
+      
+      // Network-specific breakdown
+      console.log(`\n🌐 Network Breakdown:`);
+      console.log(`   📈 Mainnet:`);
+      console.log(`      • Wallets: ${this.results.totalMainnetWallets}`);
+      console.log(`      • TVL: ${Math.round(this.results.totalMainnetAdaBalance * 100) / 100} ADA`);
+      console.log(`   🧪 Testnet:`);
+      console.log(`      • Wallets: ${this.results.totalTestnetWallets}`);
+      console.log(`      • TVL: ${Math.round(this.results.totalTestnetAdaBalance * 100) / 100} ADA`);
+      
+      // Failure analysis
+      if (this.results.totalWalletsFailed > 0) {
+        console.log(`\n❌ Failure Summary:`);
+        console.log(`   • Total failed wallets: ${this.results.totalWalletsFailed}`);
+        
+        // Show failure summary by type
+        Object.entries(this.results.failureSummary).forEach(([errorType, count]) => {
+          const friendlyName = this.getFriendlyErrorName(errorType);
+          console.log(`   • ${friendlyName}: ${count} wallets`);
+        });
+      }
 
       if (this.results.failedBatches > 0) {
-        console.log(`⚠️ Warning: ${this.results.failedBatches} batches failed. You may need to retry those batches manually.`);
+        console.log(`\n⚠️ Warning: ${this.results.failedBatches} batches failed. You may need to retry those batches manually.`);
       }
 
       return this.results;
diff --git a/src/pages/api/v1/stats/run-snapshots-batch.ts b/src/pages/api/v1/stats/run-snapshots-batch.ts
index df7d2b68..d2b094e5 100644
--- a/src/pages/api/v1/stats/run-snapshots-batch.ts
+++ b/src/pages/api/v1/stats/run-snapshots-batch.ts
@@ -16,6 +16,13 @@ interface WalletBalance {
   balance: Record<string, string>;
   adaBalance: number;
   isArchived: boolean;
+  network: number; // 0 = testnet, 1 = mainnet
+}
+
+interface WalletFailure {
+  walletId: string;
+  errorType: string; // e.g., "wallet_build_failed", "utxo_fetch_failed", "balance_calculation_failed"
+  errorMessage: string; // sanitized error message
 }
 
 interface BatchProgress {
@@ -27,11 +34,17 @@ interface BatchProgress {
   failedInBatch: number;
   totalProcessed: number;
   totalFailed: number;
-  totalAdaBalance: number;
   snapshotsStored: number;
   isComplete: boolean;
   startedAt: string;
   lastUpdatedAt: string;
+  // Network-specific data
+  mainnetWallets: number;
+  testnetWallets: number;
+  mainnetAdaBalance: number;
+  testnetAdaBalance: number;
+  // Failure details
+  failures: WalletFailure[];
 }
 
 interface BatchResponse {
@@ -113,11 +126,17 @@ export default async function handler(
           failedInBatch: 0,
           totalProcessed: 0,
           totalFailed: 0,
-          totalAdaBalance: 0,
           snapshotsStored: 0,
           isComplete: true,
           startedAt: startTime,
           lastUpdatedAt: new Date().toISOString(),
+          // Network-specific data
+          mainnetWallets: 0,
+          testnetWallets: 0,
+          mainnetAdaBalance: 0,
+          testnetAdaBalance: 0,
+          // Failure details
+          failures: [],
         },
         timestamp: new Date().toISOString(),
       });
@@ -125,9 +144,13 @@ export default async function handler(
 
     // Step 3: Process wallets in this batch
     const walletBalances: WalletBalance[] = [];
+    const failures: WalletFailure[] = [];
     let processedInBatch = 0;
     let failedInBatch = 0;
-    let totalAdaBalance = 0;
+    let mainnetWallets = 0;
+    let testnetWallets = 0;
+    let mainnetAdaBalance = 0;
+    let testnetAdaBalance = 0;
 
     for (const wallet of wallets) {
       try {
@@ -163,6 +186,11 @@ export default async function handler(
         const mWallet = buildMultisigWallet(walletData, network);
         if (!mWallet) {
           console.error(`Failed to build multisig wallet for ${wallet.id.slice(0, 8)}...`);
+          failures.push({
+            walletId: wallet.id.slice(0, 8),
+            errorType: "wallet_build_failed",
+            errorMessage: "Unable to build multisig wallet from provided data"
+          });
           failedInBatch++;
           continue;
         }
@@ -239,16 +267,49 @@ export default async function handler(
           balance,
           adaBalance: roundedAdaBalance,
           isArchived: wallet.isArchived,
+          network,
         };
 
         walletBalances.push(walletBalance);
-        totalAdaBalance += roundedAdaBalance;
+        
+        // Track network-specific data
+        if (network === 1) {
+          mainnetWallets++;
+          mainnetAdaBalance += roundedAdaBalance;
+        } else {
+          testnetWallets++;
+          testnetAdaBalance += roundedAdaBalance;
+        }
+        
         processedInBatch++;
         
-        console.log(`    ✅ Balance: ${roundedAdaBalance} ADA`);
+        console.log(`    ✅ Balance: ${roundedAdaBalance} ADA (${network === 1 ? 'mainnet' : 'testnet'})`);
 
       } catch (error) {
-        console.error(`Error processing wallet ${wallet.id.slice(0, 8)}...:`, error);
+        const errorMessage = error instanceof Error ? error.message : 'Unknown error';
+        console.error(`Error processing wallet ${wallet.id.slice(0, 8)}...:`, errorMessage);
+        
+        // Determine error type based on error message
+        let errorType = "processing_failed";
+        let sanitizedMessage = "Wallet processing failed";
+        
+        if (errorMessage.includes("fetchAddressUTxOs") || errorMessage.includes("UTxO")) {
+          errorType = "utxo_fetch_failed";
+          sanitizedMessage = "Failed to fetch UTxOs from blockchain";
+        } else if (errorMessage.includes("serializeNativeScript") || errorMessage.includes("address")) {
+          errorType = "address_generation_failed";
+          sanitizedMessage = "Failed to generate wallet address";
+        } else if (errorMessage.includes("balance") || errorMessage.includes("lovelace")) {
+          errorType = "balance_calculation_failed";
+          sanitizedMessage = "Failed to calculate wallet balance";
+        }
+        
+        failures.push({
+          walletId: wallet.id.slice(0, 8),
+          errorType,
+          errorMessage: sanitizedMessage
+        });
+        
         failedInBatch++;
       }
     }
@@ -292,7 +353,8 @@ export default async function handler(
     console.log(`   • Processed: ${processedInBatch}/${wallets.length}`);
     console.log(`   • Failed: ${failedInBatch}`);
     console.log(`   • Snapshots stored: ${snapshotsStored}`);
-    console.log(`   • Batch ADA balance: ${Math.round(totalAdaBalance * 100) / 100} ADA`);
+    console.log(`   • Mainnet: ${mainnetWallets} wallets, ${Math.round(mainnetAdaBalance * 100) / 100} ADA`);
+    console.log(`   • Testnet: ${testnetWallets} wallets, ${Math.round(testnetAdaBalance * 100) / 100} ADA`);
     console.log(`   • Overall progress: ${totalProcessed}/${totalWallets} wallets`);
 
     const progress: BatchProgress = {
@@ -304,11 +366,17 @@ export default async function handler(
       failedInBatch,
       totalProcessed,
       totalFailed,
-      totalAdaBalance,
       snapshotsStored,
       isComplete,
       startedAt: startTime,
       lastUpdatedAt: new Date().toISOString(),
+      // Network-specific data
+      mainnetWallets,
+      testnetWallets,
+      mainnetAdaBalance,
+      testnetAdaBalance,
+      // Failure details
+      failures,
     };
 
     const response: BatchResponse = {
@@ -338,11 +406,17 @@ export default async function handler(
         failedInBatch: 0,
         totalProcessed: 0,
         totalFailed: 0,
-        totalAdaBalance: 0,
         snapshotsStored: 0,
         isComplete: false,
         startedAt: startTime,
         lastUpdatedAt: new Date().toISOString(),
+        // Network-specific data
+        mainnetWallets: 0,
+        testnetWallets: 0,
+        mainnetAdaBalance: 0,
+        testnetAdaBalance: 0,
+        // Failure details
+        failures: [],
       },
       timestamp: new Date().toISOString(),
     });