diff --git a/packages/server/src/api/controllers/Banking/BankingRulesController.ts b/packages/server/src/api/controllers/Banking/BankingRulesController.ts
index e4b5ea26c..360dbcad6 100644
--- a/packages/server/src/api/controllers/Banking/BankingRulesController.ts
+++ b/packages/server/src/api/controllers/Banking/BankingRulesController.ts
@@ -96,9 +96,13 @@ export class BankingRulesController extends BaseController {
    * Creates a new bank rule.
    * @param {Request} req
    * @param {Response} res
-   * @param next
+   * @param {NextFunction} next
    */
-  public async createBankRule(req: Request, res: Response, next: NextFunction) {
+  private async createBankRule(
+    req: Request,
+    res: Response,
+    next: NextFunction
+  ) {
     const { tenantId } = req;
     const createBankRuleDTO = this.matchedBodyData(req) as ICreateBankRuleDTO;
 
@@ -118,11 +122,11 @@ export class BankingRulesController extends BaseController {
 
   /**
    * Edits the given bank rule.
-   * @param req
-   * @param res
-   * @param next
+   * @param {Request} req
+   * @param {Response} res
+   * @param {NextFunction} next
    */
-  public async editBankRule(req: Request, res: Response, next: NextFunction) {
+  private async editBankRule(req: Request, res: Response, next: NextFunction) {
     const { tenantId } = req;
     const { id: ruleId } = req.params;
     const editBankRuleDTO = this.matchedBodyData(req) as IEditBankRuleDTO;
@@ -144,11 +148,15 @@ export class BankingRulesController extends BaseController {
 
   /**
    * Deletes the given bank rule.
-   * @param req
-   * @param res
-   * @param next
+   * @param {Request} req
+   * @param {Response} res
+   * @param {NextFunction} next
    */
-  public async deleteBankRule(req: Request, res: Response, next: NextFunction) {
+  private async deleteBankRule(
+    req: Request,
+    res: Response,
+    next: NextFunction
+  ) {
     const { id: ruleId } = req.params;
     try {
       await this.bankRulesApplication.deleteBankRule(tenantId, ruleId);
@@ -163,11 +171,11 @@ export class BankingRulesController extends BaseController {
 
   /**
    * Retrieve the given bank rule.
-   * @param req
-   * @param res
-   * @param next
+   * @param {Request} req
+   * @param {Response} res
+   * @param {NextFunction} next
    */
-  public async getBankRule(req: Request, res: Response, next: NextFunction) {
+  private async getBankRule(req: Request, res: Response, next: NextFunction) {
     const { id: ruleId } = req.params;
     const { tenantId } = req;
 
@@ -185,11 +193,11 @@ export class BankingRulesController extends BaseController {
 
   /**
    * Retrieves the bank rules.
-   * @param req
-   * @param res
-   * @param next
+   * @param {Request} req
+   * @param {Response} res
+   * @param {NextFunction} next
    */
-  public async getBankRules(req: Request, res: Response, next: NextFunction) {
+  private async getBankRules(req: Request, res: Response, next: NextFunction) {
     const { tenantId } = req;
 
     try {
diff --git a/packages/server/src/database/migrations/20240618171553_create_recognized_bank_transactions_table.js b/packages/server/src/database/migrations/20240618171553_create_recognized_bank_transactions_table.js
new file mode 100644
index 000000000..6fab718a1
--- /dev/null
+++ b/packages/server/src/database/migrations/20240618171553_create_recognized_bank_transactions_table.js
@@ -0,0 +1,18 @@
+exports.up = function (knex) {
+  return knex.schema.createTable('recognized_bank_transactions', (table) => {
+    table.increments('id');
+    table.integer('cashflow_transaction_id').unsigned();
+    table.inteegr('bank_rule_id').unsigned();
+
+    table.string('assigned_category');
+    table.integer('assigned_account_id').unsigned();
+    table.string('assigned_payee');
+    table.string('assigned_memo');
+
+    table.timestamps();
+  });
+};
+
+exports.down = function (knex) {
+  return knex.schema.dropTableIfExists('recognized_bank_transactions');
+};
diff --git a/packages/server/src/database/migrations/20240618175241_add_recognized_transaction_id_to_uncategorized_transactins_table.js b/packages/server/src/database/migrations/20240618175241_add_recognized_transaction_id_to_uncategorized_transactins_table.js
new file mode 100644
index 000000000..f50a13473
--- /dev/null
+++ b/packages/server/src/database/migrations/20240618175241_add_recognized_transaction_id_to_uncategorized_transactins_table.js
@@ -0,0 +1,11 @@
+exports.up = function (knex) {
+  return knex.schema.table('uncategorized_cashflow_transactions', (table) => {
+    table.integer('recognized_transaction_id').unsigned();
+  });
+};
+
+exports.down = function (knex) {
+  return knex.schema.table('uncategorized_cashflow_transactions', (table) => {
+    table.dropColumn('recognized_transaction_id');
+  });
+};
diff --git a/packages/server/src/loaders/eventEmitter.ts b/packages/server/src/loaders/eventEmitter.ts
index ad83f6dec..22a5e1988 100644
--- a/packages/server/src/loaders/eventEmitter.ts
+++ b/packages/server/src/loaders/eventEmitter.ts
@@ -102,6 +102,7 @@ import { AttachmentsOnVendorCredits } from '@/services/Attachments/events/Attach
 import { AttachmentsOnCreditNote } from '@/services/Attachments/events/AttachmentsOnCreditNote';
 import { AttachmentsOnBillPayments } from '@/services/Attachments/events/AttachmentsOnPaymentsMade';
 import { AttachmentsOnSaleEstimates } from '@/services/Attachments/events/AttachmentsOnSaleEstimates';
+import { TriggerRecognizedTransactions } from '@/services/Banking/RegonizeTranasctions/events/TriggerRecognizedTransactions';
 
 export default () => {
   return new EventPublisher();
@@ -246,5 +247,8 @@ export const susbcribers = () => {
     AttachmentsOnBillPayments,
     AttachmentsOnManualJournals,
     AttachmentsOnExpenses,
+
+    // Bank Rules
+    TriggerRecognizedTransactions,
   ];
 };
diff --git a/packages/server/src/loaders/jobs.ts b/packages/server/src/loaders/jobs.ts
index 231149f48..c64a8fe72 100644
--- a/packages/server/src/loaders/jobs.ts
+++ b/packages/server/src/loaders/jobs.ts
@@ -13,6 +13,7 @@ import { PaymentReceiveMailNotificationJob } from '@/services/Sales/PaymentRecei
 import { PlaidFetchTransactionsJob } from '@/services/Banking/Plaid/PlaidFetchTransactionsJob';
 import { ImportDeleteExpiredFilesJobs } from '@/services/Import/jobs/ImportDeleteExpiredFilesJob';
 import { SendVerifyMailJob } from '@/services/Authentication/jobs/SendVerifyMailJob';
+import { RegonizeTransactionsJob } from '@/services/Banking/RegonizeTranasctions/RecognizeTransactionsJob';
 
 export default ({ agenda }: { agenda: Agenda }) => {
   new ResetPasswordMailJob(agenda);
@@ -29,6 +30,7 @@ export default ({ agenda }: { agenda: Agenda }) => {
   new PlaidFetchTransactionsJob(agenda);
   new ImportDeleteExpiredFilesJobs(agenda);
   new SendVerifyMailJob(agenda);
+  new RegonizeTransactionsJob(agenda);
 
   agenda.start().then(() => {
     agenda.every('1 hours', 'delete-expired-imported-files', {});
diff --git a/packages/server/src/models/BankRule.ts b/packages/server/src/models/BankRule.ts
index 1f93a3415..a65b3bb27 100644
--- a/packages/server/src/models/BankRule.ts
+++ b/packages/server/src/models/BankRule.ts
@@ -2,6 +2,17 @@ import TenantModel from 'models/TenantModel';
 import { Model } from 'objection';
 
 export class BankRule extends TenantModel {
+  id!: number;
+  name!: string;
+  order!: number;
+  applyIfAccountId!: number;
+  applyIfTransactionType!: string;
+  assignCategory!: string;
+  assignAccountId!: number;
+  assignPayee!: string;
+  assignMemo!: string;
+  conditionsType!: string;
+
   /**
    * Table name
    */
diff --git a/packages/server/src/services/Banking/RegonizeTranasctions/RecognizeTranasctionsService.ts b/packages/server/src/services/Banking/RegonizeTranasctions/RecognizeTranasctionsService.ts
new file mode 100644
index 000000000..1e0bb8c58
--- /dev/null
+++ b/packages/server/src/services/Banking/RegonizeTranasctions/RecognizeTranasctionsService.ts
@@ -0,0 +1,47 @@
+import UncategorizedCashflowTransaction from '@/models/UncategorizedCashflowTransaction';
+import HasTenancyService from '@/services/Tenancy/TenancyService';
+import { transformToMapBy } from '@/utils';
+import { Inject, Service } from 'typedi';
+import { PromisePool } from '@supercharge/promise-pool';
+
+@Service()
+export class RecognizeedTranasctionsService {
+  @Inject()
+  private tenancy: HasTenancyService;
+
+  /**
+   * Regonized the uncategorized transactions.
+   * @param {number} tenantId
+   */
+  public async recognizeTransactions(tenantId: number) {
+    const { UncategorizedCashflowTransaction, BankRule } =
+      this.tenancy.models(tenantId);
+
+    const uncategorizedTranasctions =
+      await UncategorizedCashflowTransaction.query().where(
+        'regonized_transaction_id',
+        null
+      );
+
+    const bankRules = await BankRule.query();
+    const bankRulesByAccountId = transformToMapBy(bankRules, 'accountId');
+
+    console.log(bankRulesByAccountId);
+
+    const regonizeTransaction = (
+      transaction: UncategorizedCashflowTransaction
+    ) => {};
+
+    await PromisePool.withConcurrency(MIGRATION_CONCURRENCY)
+      .for(uncategorizedTranasctions)
+      .process((transaction: UncategorizedCashflowTransaction, index, pool) => {
+        return regonizeTransaction(transaction);
+      });
+  }
+
+  public async regonizeTransaction(
+    uncategorizedTransaction: UncategorizedCashflowTransaction
+  ) {}
+}
+
+const MIGRATION_CONCURRENCY = 10;
diff --git a/packages/server/src/services/Banking/RegonizeTranasctions/RecognizeTransactionsJob.ts b/packages/server/src/services/Banking/RegonizeTranasctions/RecognizeTransactionsJob.ts
new file mode 100644
index 000000000..2278b6505
--- /dev/null
+++ b/packages/server/src/services/Banking/RegonizeTranasctions/RecognizeTransactionsJob.ts
@@ -0,0 +1,32 @@
+import Container, { Service } from 'typedi';
+import { RegonizeTranasctionsService } from './RecognizeTranasctionsService';
+
+@Service()
+export class RegonizeTransactionsJob {
+  /**
+   * Constructor method.
+   */
+  constructor(agenda) {
+    agenda.define(
+      'regonize-uncategorized-transactions-job',
+      { priority: 'high', concurrency: 2 },
+      this.handler
+    );
+  }
+
+  /**
+   * Triggers sending invoice mail.
+   */
+  private handler = async (job, done: Function) => {
+    const { tenantId } = job.attrs.data;
+    const regonizeTransactions = Container.get(RegonizeTranasctionsService);
+
+    try {
+      await regonizeTransactions.regonizeTransactions(tenantId);
+      done();
+    } catch (error) {
+      console.log(error);
+      done(error);
+    }
+  };
+}
diff --git a/packages/server/src/services/Banking/RegonizeTranasctions/events/TriggerRecognizedTransactions.ts b/packages/server/src/services/Banking/RegonizeTranasctions/events/TriggerRecognizedTransactions.ts
new file mode 100644
index 000000000..3094cc520
--- /dev/null
+++ b/packages/server/src/services/Banking/RegonizeTranasctions/events/TriggerRecognizedTransactions.ts
@@ -0,0 +1,37 @@
+import { Inject, Service } from 'typedi';
+import events from '@/subscribers/events';
+import {
+  IBankRuleEventCreatedPayload,
+  IBankRuleEventEditedPayload,
+} from '../../Rules/types';
+
+@Service()
+export class TriggerRecognizedTransactions {
+  @Inject('agenda')
+  private agenda: any;
+
+  /**
+   * Constructor method.
+   */
+  public attach(bus) {
+    bus.subscribe(
+      events.bankRules.onCreated,
+      this.recognizedTransactionsOnRuleCreated.bind(this)
+    );
+    bus.subscribe(
+      events.bankRules.onEdited,
+      this.recognizedTransactionsOnRuleCreated.bind(this)
+    );
+  }
+
+  /**
+   * Triggers the recognize uncategorized transactions job.
+   * @param {IBankRuleEventEditedPayload | IBankRuleEventCreatedPayload} payload - 
+   */
+  private async recognizedTransactionsOnRuleCreated({
+    tenantId,
+  }: IBankRuleEventEditedPayload | IBankRuleEventCreatedPayload) {
+    const payload = { tenantId };
+    await this.agenda.now('recognize-uncategorized-transactions-job', payload);
+  }
+}
diff --git a/packages/server/src/services/Banking/Rules/BankRulesApplication.ts b/packages/server/src/services/Banking/Rules/BankRulesApplication.ts
index c24f47c32..7beb5e1f4 100644
--- a/packages/server/src/services/Banking/Rules/BankRulesApplication.ts
+++ b/packages/server/src/services/Banking/Rules/BankRulesApplication.ts
@@ -27,9 +27,12 @@ export class BankRulesApplication {
    * Creates new bank rule.
    * @param {number} tenantId
    * @param {ICreateBankRuleDTO} createRuleDTO
-   * @returns
+   * @returns {Promise<void>}
    */
-  public createBankRule(tenantId: number, createRuleDTO: ICreateBankRuleDTO) {
+  public createBankRule(
+    tenantId: number,
+    createRuleDTO: ICreateBankRuleDTO
+  ): Promise<void> {
     return this.createBankRuleService.createBankRule(tenantId, createRuleDTO);
   }
 
@@ -37,13 +40,13 @@ export class BankRulesApplication {
    * Edits the given bank rule.
    * @param {number} tenantId
    * @param {IEditBankRuleDTO} editRuleDTO
-   * @returns
+   * @returns {Promise<void>}
    */
   public editBankRule(
     tenantId: number,
     ruleId: number,
     editRuleDTO: IEditBankRuleDTO
-  ) {
+  ): Promise<void> {
     return this.editBankRuleService.editBankRule(tenantId, ruleId, editRuleDTO);
   }
 
@@ -51,9 +54,9 @@ export class BankRulesApplication {
    * Deletes the given bank rule.
    * @param {number} tenantId
    * @param {number} ruleId
-   * @returns
+   * @returns {Promise<void>}
    */
-  public deleteBankRule(tenantId: number, ruleId: number) {
+  public deleteBankRule(tenantId: number, ruleId: number): Promise<void> {
     return this.deleteBankRuleService.deleteBankRule(tenantId, ruleId);
   }
 
@@ -61,9 +64,9 @@ export class BankRulesApplication {
    * Retrieves the given bank rule.
    * @param {number} tenantId
    * @param {number} ruleId
-   * @returns
+   * @returns {Promise<any>}
    */
-  public getBankRule(tenantId: number, ruleId: number) {
+  public getBankRule(tenantId: number, ruleId: number): Promise<any> {
     return this.getBankRuleService.getBankRule(tenantId, ruleId);
   }
 
@@ -71,9 +74,9 @@ export class BankRulesApplication {
    * Retrieves the bank rules of the given account.
    * @param {number} tenantId
    * @param {number} accountId
-   * @returns
+   * @returns {Promise<any>}
    */
-  public getBankRules(tenantId: number) {
+  public getBankRules(tenantId: number): Promise<any> {
     return this.getBankRulesService.getBankRules(tenantId);
   }
 }
diff --git a/packages/server/src/services/Banking/Rules/CreateBankRule.ts b/packages/server/src/services/Banking/Rules/CreateBankRule.ts
index 9385d0a79..ccca113e3 100644
--- a/packages/server/src/services/Banking/Rules/CreateBankRule.ts
+++ b/packages/server/src/services/Banking/Rules/CreateBankRule.ts
@@ -36,8 +36,12 @@ export class CreateBankRuleService {
    * Creates a new bank rule.
    * @param {number} tenantId
    * @param {ICreateBankRuleDTO} createRuleDTO
+   * @returns {Promise<void>}
    */
-  public createBankRule(tenantId: number, createRuleDTO: ICreateBankRuleDTO) {
+  public createBankRule(
+    tenantId: number,
+    createRuleDTO: ICreateBankRuleDTO
+  ): Promise<void> {
     const { BankRule } = this.tenancy.models(tenantId);
 
     const transformDTO = this.transformDTO(createRuleDTO);
@@ -45,6 +49,7 @@ export class CreateBankRuleService {
     return this.uow.withTransaction(tenantId, async (trx: Knex.Transaction) => {
       // Triggers `onBankRuleCreating` event.
       await this.eventPublisher.emitAsync(events.bankRules.onCreating, {
+        tenantId,
         createRuleDTO,
         trx,
       } as IBankRuleEventCreatingPayload);
@@ -55,6 +60,7 @@ export class CreateBankRuleService {
 
       // Triggers `onBankRuleCreated` event.
       await this.eventPublisher.emitAsync(events.bankRules.onCreated, {
+        tenantId,
         createRuleDTO,
         trx,
       } as IBankRuleEventCreatedPayload);
diff --git a/packages/server/src/services/Banking/Rules/DeleteBankRule.ts b/packages/server/src/services/Banking/Rules/DeleteBankRule.ts
index 9045f2a9b..9d6ce0167 100644
--- a/packages/server/src/services/Banking/Rules/DeleteBankRule.ts
+++ b/packages/server/src/services/Banking/Rules/DeleteBankRule.ts
@@ -1,6 +1,6 @@
 import { Knex } from 'knex';
-import UnitOfWork from '@/services/UnitOfWork';
 import { Inject, Service } from 'typedi';
+import UnitOfWork from '@/services/UnitOfWork';
 import { EventPublisher } from '@/lib/EventPublisher/EventPublisher';
 import events from '@/subscribers/events';
 import {
@@ -26,7 +26,7 @@ export class DeleteBankRuleSerivce {
    * @param {number} ruleId
    * @returns {Promise<void>}
    */
-  public async deleteBankRule(tenantId: number, ruleId: number) {
+  public async deleteBankRule(tenantId: number, ruleId: number): Promise<void> {
     const { BankRule } = this.tenancy.models(tenantId);
 
     const oldBankRule = await BankRule.query()
@@ -36,6 +36,7 @@ export class DeleteBankRuleSerivce {
     return this.uow.withTransaction(tenantId, async (trx: Knex.Transaction) => {
       // Triggers `onBankRuleDeleting` event.
       await this.eventPublisher.emitAsync(events.bankRules.onDeleting, {
+        tenantId,
         oldBankRule,
         ruleId,
         trx,
@@ -45,6 +46,7 @@ export class DeleteBankRuleSerivce {
 
       // Triggers `onBankRuleDeleted` event.
       await await this.eventPublisher.emitAsync(events.bankRules.onDeleted, {
+        tenantId,
         ruleId,
         trx,
       } as IBankRuleEventDeletedPayload);
diff --git a/packages/server/src/services/Banking/Rules/EditBankRule.ts b/packages/server/src/services/Banking/Rules/EditBankRule.ts
index 346541d62..5073e1c59 100644
--- a/packages/server/src/services/Banking/Rules/EditBankRule.ts
+++ b/packages/server/src/services/Banking/Rules/EditBankRule.ts
@@ -1,9 +1,9 @@
 import { Knex } from 'knex';
+import { Inject, Service } from 'typedi';
 import { EventPublisher } from '@/lib/EventPublisher/EventPublisher';
 import HasTenancyService from '@/services/Tenancy/TenancyService';
 import UnitOfWork from '@/services/UnitOfWork';
 import events from '@/subscribers/events';
-import { Inject, Service } from 'typedi';
 import {
   IBankRuleEventEditedPayload,
   IBankRuleEventEditingPayload,
@@ -56,6 +56,7 @@ export class EditBankRuleService {
       async (trx?: Knex.Transaction) => {
         // Triggers `onBankRuleEditing` event.
         await this.eventPublisher.emitAsync(events.bankRules.onEditing, {
+          tenantId,
           oldBankRule,
           ruleId,
           editRuleDTO,
@@ -63,12 +64,13 @@ export class EditBankRuleService {
         } as IBankRuleEventEditingPayload);
 
         // Updates the given bank rule.
-        await BankRule.query()
+        await BankRule.query(trx)
           .findById(ruleId)
           .patch({ ...tranformDTO });
 
         // Triggers `onBankRuleEdited` event.
         await this.eventPublisher.emitAsync(events.bankRules.onEdited, {
+          tenantId,
           oldBankRule,
           ruleId,
           editRuleDTO,
diff --git a/packages/server/src/services/Banking/Rules/GetBankRule.ts b/packages/server/src/services/Banking/Rules/GetBankRule.ts
index 82e141f4f..67a26e5a1 100644
--- a/packages/server/src/services/Banking/Rules/GetBankRule.ts
+++ b/packages/server/src/services/Banking/Rules/GetBankRule.ts
@@ -16,9 +16,9 @@ export class GetBankRuleService {
    * Retrieves the bank rule.
    * @param {number} tenantId
    * @param {number} ruleId
-   * @returns
+   * @returns {Promise<any>}
    */
-  async getBankRule(tenantId: number, ruleId: number) {
+  async getBankRule(tenantId: number, ruleId: number): Promise<any> {
     const { BankRule } = this.tenancy.models(tenantId);
 
     const bankRule = await BankRule.query()
diff --git a/packages/server/src/services/Banking/Rules/GetBankRules.ts b/packages/server/src/services/Banking/Rules/GetBankRules.ts
index d543956cb..6eeb2c215 100644
--- a/packages/server/src/services/Banking/Rules/GetBankRules.ts
+++ b/packages/server/src/services/Banking/Rules/GetBankRules.ts
@@ -15,9 +15,9 @@ export class GetBankRulesService {
    * Retrieves the bank rules of the given account.
    * @param {number} tenantId 
    * @param {number} accountId 
-   * @returns 
+   * @returns {Promise<any>}
    */
-  public async getBankRules(tenantId: number) {
+  public async getBankRules(tenantId: number): Promise<any> {
     const { BankRule } = this.tenancy.models(tenantId);
 
     const bankRule = await BankRule.query();
diff --git a/packages/server/src/services/Banking/Rules/types.ts b/packages/server/src/services/Banking/Rules/types.ts
index 4ed5aff21..ae1151254 100644
--- a/packages/server/src/services/Banking/Rules/types.ts
+++ b/packages/server/src/services/Banking/Rules/types.ts
@@ -33,32 +33,38 @@ export interface ICreateBankRuleDTO extends IBankRuleCommonDTO {}
 export interface IEditBankRuleDTO extends IBankRuleCommonDTO {}
 
 export interface IBankRuleEventCreatingPayload {
+  tenantId: number;
   createRuleDTO: ICreateBankRuleDTO;
   trx?: Knex.Transaction;
 }
 export interface IBankRuleEventCreatedPayload {
+  tenantId: number;
   createRuleDTO: ICreateBankRuleDTO;
   trx?: Knex.Transaction;
 }
 
 export interface IBankRuleEventEditingPayload {
+  tenantId: number;
   ruleId: number;
   oldBankRule: any;
   editRuleDTO: IEditBankRuleDTO;
   trx?: Knex.Transaction;
 }
 export interface IBankRuleEventEditedPayload {
+  tenantId: number;
   ruleId: number;
   editRuleDTO: IEditBankRuleDTO;
   trx?: Knex.Transaction;
 }
 
 export interface IBankRuleEventDeletingPayload {
+  tenantId: number;
   oldBankRule: any;
   ruleId: number;
   trx?: Knex.Transaction;
 }
 export interface IBankRuleEventDeletedPayload {
+  tenantId: number;
   ruleId: number;
   trx?: Knex.Transaction;
 }
diff --git a/packages/server/src/services/Cashflow/CategorizeRecognizedTransaction.ts b/packages/server/src/services/Cashflow/CategorizeRecognizedTransaction.ts
new file mode 100644
index 000000000..68c2e7fac
--- /dev/null
+++ b/packages/server/src/services/Cashflow/CategorizeRecognizedTransaction.ts
@@ -0,0 +1,8 @@
+import { Service } from "typedi";
+
+
+@Service()
+export class CategorizeRecognizedTransactionService {
+
+
+}
\ No newline at end of file