diff --git a/packages/server/src/interfaces/CashFlow.ts b/packages/server/src/interfaces/CashFlow.ts
index 9e1d4bfd5..0b3298929 100644
--- a/packages/server/src/interfaces/CashFlow.ts
+++ b/packages/server/src/interfaces/CashFlow.ts
@@ -285,3 +285,17 @@ export interface IUncategorizedTransactionCreatedEventPayload {
   createUncategorizedTransactionDTO: CreateUncategorizedTransactionDTO;
   trx: Knex.Transaction;
 }
+
+export interface IPendingTransactionRemovingEventPayload {
+  tenantId: number;
+  uncategorizedTransactionId: number;
+  pendingTransaction: IUncategorizedCashflowTransaction;
+  trx?: Knex.Transaction;
+}
+
+export interface IPendingTransactionRemovedEventPayload {
+  tenantId: number;
+  uncategorizedTransactionId: number;
+  pendingTransaction: IUncategorizedCashflowTransaction;
+  trx?: Knex.Transaction;
+}
diff --git a/packages/server/src/services/Banking/BankAccounts/GetBankAccountSummary.ts b/packages/server/src/services/Banking/BankAccounts/GetBankAccountSummary.ts
index 6c66c2a5e..4d7b7885a 100644
--- a/packages/server/src/services/Banking/BankAccounts/GetBankAccountSummary.ts
+++ b/packages/server/src/services/Banking/BankAccounts/GetBankAccountSummary.ts
@@ -52,6 +52,9 @@ export class GetBankAccountSummary {
         q.withGraphJoined('matchedBankTransactions');
         q.whereNull('matchedBankTransactions.id');
 
+        // Exclude the pending transactions.
+        q.modify('notPending');
+
         // Count the results.
         q.count('uncategorized_cashflow_transactions.id as total');
         q.first();
@@ -65,6 +68,9 @@ export class GetBankAccountSummary {
         q.withGraphJoined('recognizedTransaction');
         q.whereNotNull('recognizedTransaction.id');
 
+        // Exclude the pending transactions.
+        q.modify('notPending');
+
         // Count the results.
         q.count('uncategorized_cashflow_transactions.id as total');
         q.first();
@@ -75,6 +81,9 @@ export class GetBankAccountSummary {
         q.where('accountId', bankAccountId);
         q.modify('excluded');
 
+        // Exclude the pending transactions.
+        q.modify('notPending');
+
         // Count the results.
         q.count('uncategorized_cashflow_transactions.id as total');
         q.first();
diff --git a/packages/server/src/services/Cashflow/GetRecongizedTransactions.ts b/packages/server/src/services/Cashflow/GetRecongizedTransactions.ts
index 9ba2bd102..e82d0b0c8 100644
--- a/packages/server/src/services/Cashflow/GetRecongizedTransactions.ts
+++ b/packages/server/src/services/Cashflow/GetRecongizedTransactions.ts
@@ -34,7 +34,9 @@ export class GetRecognizedTransactionsService {
           q.withGraphFetched('recognizedTransaction.assignAccount');
           q.withGraphFetched('recognizedTransaction.bankRule');
           q.whereNotNull('recognizedTransactionId');
+
           q.modify('notExcluded');
+          q.modify('notPending');
 
           if (_filter.accountId) {
             q.where('accountId', _filter.accountId);
diff --git a/packages/server/src/services/Cashflow/GetUncategorizedTransactions.ts b/packages/server/src/services/Cashflow/GetUncategorizedTransactions.ts
index 7b3c76774..76625536c 100644
--- a/packages/server/src/services/Cashflow/GetUncategorizedTransactions.ts
+++ b/packages/server/src/services/Cashflow/GetUncategorizedTransactions.ts
@@ -51,7 +51,9 @@ export class GetUncategorizedTransactions {
         .onBuild((q) => {
           q.where('accountId', accountId);
           q.where('categorized', false);
+
           q.modify('notExcluded');
+          q.modify('notPending');
 
           q.withGraphFetched('account');
           q.withGraphFetched('recognizedTransaction.assignAccount');
diff --git a/packages/server/src/services/Cashflow/RemovePendingUncategorizedTransaction.ts b/packages/server/src/services/Cashflow/RemovePendingUncategorizedTransaction.ts
index 15a75ae23..101a914cf 100644
--- a/packages/server/src/services/Cashflow/RemovePendingUncategorizedTransaction.ts
+++ b/packages/server/src/services/Cashflow/RemovePendingUncategorizedTransaction.ts
@@ -6,6 +6,10 @@ import { EventPublisher } from '@/lib/EventPublisher/EventPublisher';
 import events from '@/subscribers/events';
 import { ServiceError } from '@/exceptions';
 import { ERRORS } from './constants';
+import {
+  IPendingTransactionRemovedEventPayload,
+  IPendingTransactionRemovingEventPayload,
+} from '@/interfaces';
 
 @Service()
 export class RemovePendingUncategorizedTransaction {
@@ -42,7 +46,12 @@ export class RemovePendingUncategorizedTransaction {
     return this.uow.withTransaction(tenantId, async (trx: Knex.Transaction) => {
       await this.eventPublisher.emitAsync(
         events.bankTransactions.onPendingRemoving,
-        { tenantId, uncategorizedTransactionId, trx }
+        {
+          tenantId,
+          uncategorizedTransactionId,
+          pendingTransaction,
+          trx,
+        } as IPendingTransactionRemovingEventPayload
       );
       // Removes the pending uncategorized transaction.
       await UncategorizedCashflowTransaction.query(trx)
@@ -51,7 +60,12 @@ export class RemovePendingUncategorizedTransaction {
 
       await this.eventPublisher.emitAsync(
         events.bankTransactions.onPendingRemoved,
-        { tenantId, uncategorizedTransactionId, trx }
+        {
+          tenantId,
+          uncategorizedTransactionId,
+          pendingTransaction,
+          trx,
+        } as IPendingTransactionRemovedEventPayload
       );
     });
   }
diff --git a/packages/server/src/services/Cashflow/subscribers/DecrementUncategorizedTransactionOnCategorize.ts b/packages/server/src/services/Cashflow/subscribers/DecrementUncategorizedTransactionOnCategorize.ts
index a1570a390..bd008967b 100644
--- a/packages/server/src/services/Cashflow/subscribers/DecrementUncategorizedTransactionOnCategorize.ts
+++ b/packages/server/src/services/Cashflow/subscribers/DecrementUncategorizedTransactionOnCategorize.ts
@@ -1,11 +1,11 @@
 import { Inject, Service } from 'typedi';
+import PromisePool from '@supercharge/promise-pool';
 import events from '@/subscribers/events';
 import HasTenancyService from '@/services/Tenancy/TenancyService';
 import {
   ICashflowTransactionCategorizedPayload,
   ICashflowTransactionUncategorizedPayload,
 } from '@/interfaces';
-import PromisePool from '@supercharge/promise-pool';
 
 @Service()
 export class DecrementUncategorizedTransactionOnCategorize {
@@ -36,13 +36,17 @@ export class DecrementUncategorizedTransactionOnCategorize {
   public async decrementUnCategorizedTransactionsOnCategorized({
     tenantId,
     uncategorizedTransactions,
-    trx
+    trx,
   }: ICashflowTransactionCategorizedPayload) {
     const { Account } = this.tenancy.models(tenantId);
 
     await PromisePool.withConcurrency(1)
       .for(uncategorizedTransactions)
       .process(async (uncategorizedTransaction) => {
+        // Cannot continue if the transaction is still pending.
+        if (uncategorizedTransaction.isPending) {
+          return;
+        }
         await Account.query(trx)
           .findById(uncategorizedTransaction.accountId)
           .decrement('uncategorizedTransactions', 1);
@@ -56,13 +60,17 @@ export class DecrementUncategorizedTransactionOnCategorize {
   public async incrementUnCategorizedTransactionsOnUncategorized({
     tenantId,
     uncategorizedTransactions,
-    trx
+    trx,
   }: ICashflowTransactionUncategorizedPayload) {
     const { Account } = this.tenancy.models(tenantId);
 
     await PromisePool.withConcurrency(1)
       .for(uncategorizedTransactions)
       .process(async (uncategorizedTransaction) => {
+        // Cannot continue if the transaction is still pending.
+        if (uncategorizedTransaction.isPending) {
+          return;
+        }
         await Account.query(trx)
           .findById(uncategorizedTransaction.accountId)
           .increment('uncategorizedTransactions', 1);
@@ -82,6 +90,9 @@ export class DecrementUncategorizedTransactionOnCategorize {
 
     if (!uncategorizedTransaction.accountId) return;
 
+    // Cannot continue if the transaction is still pending.
+    if (uncategorizedTransaction.isPending) return;
+
     await Account.query(trx)
       .findById(uncategorizedTransaction.accountId)
       .increment('uncategorizedTransactions', 1);