diff --git a/packages/server/src/database/migrations/20240618100137_create_bank_rules_table.js b/packages/server/src/database/migrations/20240618100137_create_bank_rules_table.js
index ec0136117..c11ce89f2 100644
--- a/packages/server/src/database/migrations/20240618100137_create_bank_rules_table.js
+++ b/packages/server/src/database/migrations/20240618100137_create_bank_rules_table.js
@@ -5,11 +5,19 @@ exports.up = function (knex) {
       table.string('name');
       table.integer('order').unsigned();
 
-      table.integer('apply_if_account_id').unsigned();
+      table
+        .integer('apply_if_account_id')
+        .unsigned()
+        .references('id')
+        .inTable('accounts');
       table.string('apply_if_transaction_type');
 
       table.string('assign_category');
-      table.integer('assign_account_id').unsigned();
+      table
+        .integer('assign_account_id')
+        .unsigned()
+        .references('id')
+        .inTable('accounts');
       table.string('assign_payee');
       table.string('assign_memo');
 
@@ -19,7 +27,11 @@ exports.up = function (knex) {
     })
     .createTable('bank_rule_conditions', (table) => {
       table.increments('id').primary();
-      table.integer('rule_id').unsigned();
+      table
+        .integer('rule_id')
+        .unsigned()
+        .references('id')
+        .inTable('bank_rules');
       table.string('field');
       table.string('comparator');
       table.string('value');
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
index 6fab718a1..223ff403e 100644
--- 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
@@ -1,11 +1,23 @@
 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
+      .integer('cashflow_transaction_id')
+      .unsigned()
+      .references('id')
+      .inTable('uncategorized_cashflow_transactions');
+    table
+      .integer('bank_rule_id')
+      .unsigned()
+      .references('id')
+      .inTable('bank_rules');
 
     table.string('assigned_category');
-    table.integer('assigned_account_id').unsigned();
+    table
+      .integer('assigned_account_id')
+      .unsigned()
+      .references('id')
+      .inTable('accounts');
     table.string('assigned_payee');
     table.string('assigned_memo');
 
diff --git a/packages/server/src/loaders/tenantModels.ts b/packages/server/src/loaders/tenantModels.ts
index 0debb29b5..f119da226 100644
--- a/packages/server/src/loaders/tenantModels.ts
+++ b/packages/server/src/loaders/tenantModels.ts
@@ -66,6 +66,7 @@ import Document from '@/models/Document';
 import DocumentLink from '@/models/DocumentLink';
 import { BankRule } from '@/models/BankRule';
 import { BankRuleCondition } from '@/models/BankRuleCondition';
+import { RecognizedBankTransaction } from '@/models/RecognizedBankTransaction';
 
 export default (knex) => {
   const models = {
@@ -135,6 +136,7 @@ export default (knex) => {
     UncategorizedCashflowTransaction,
     BankRule,
     BankRuleCondition,
+    RecognizedBankTransaction,
   };
   return mapValues(models, (model) => model.bindKnex(knex));
 };
diff --git a/packages/server/src/models/RecognizedBankTransaction.ts b/packages/server/src/models/RecognizedBankTransaction.ts
new file mode 100644
index 000000000..4ddf47c06
--- /dev/null
+++ b/packages/server/src/models/RecognizedBankTransaction.ts
@@ -0,0 +1,24 @@
+import TenantModel from 'models/TenantModel';
+
+export class RecognizedBankTransaction extends TenantModel {
+  /**
+   * Table name.
+   */
+  static get tableName() {
+    return 'recognized_bank_transactions';
+  }
+
+  /**
+   * Timestamps columns.
+   */
+  get timestamps() {
+    return [];
+  }
+
+  /**
+   * Virtual attributes.
+   */
+  static get virtualAttributes() {
+    return [];
+  }
+}
diff --git a/packages/server/src/models/UncategorizedCashflowTransaction.ts b/packages/server/src/models/UncategorizedCashflowTransaction.ts
index bcd4a2770..272458892 100644
--- a/packages/server/src/models/UncategorizedCashflowTransaction.ts
+++ b/packages/server/src/models/UncategorizedCashflowTransaction.ts
@@ -11,9 +11,15 @@ export default class UncategorizedCashflowTransaction extends mixin(
   [ModelSettings]
 ) {
   id!: number;
+  date!: Date | string;
   amount!: number;
   categorized!: boolean;
   accountId!: number;
+  referenceNo!: string;
+  payee!: string;
+  description!: string;
+  plaidTransactionId!: string;
+  recognizedTransactionId!: number;
 
   /**
    * Table name.
@@ -75,11 +81,21 @@ export default class UncategorizedCashflowTransaction extends mixin(
     return 0 < this.withdrawal;
   }
 
+  /**
+   * Detarmines whether the transaction is recognized.
+   */
+  public get isRecognized(): boolean {
+    return !!this.recognizedTransactionId;
+  }
+
   /**
    * Relationship mapping.
    */
   static get relationMappings() {
     const Account = require('models/Account');
+    const {
+      RecognizedBankTransaction,
+    } = require('models/RecognizedBankTransaction');
 
     return {
       /**
@@ -93,6 +109,18 @@ export default class UncategorizedCashflowTransaction extends mixin(
           to: 'accounts.id',
         },
       },
+
+      /**
+       * Transaction may has association to recognized transaction.
+       */
+      recognizedTransaction: {
+        relation: Model.HasOneRelation,
+        modelClass: RecognizedBankTransaction,
+        join: {
+          from: 'uncategorized_cashflow_transactions.recognizedTransactionId',
+          to: 'recognized_bank_transactions.id',
+        },
+      },
     };
   }
 
diff --git a/packages/server/src/services/Banking/RegonizeTranasctions/RecognizeTranasctionsService.ts b/packages/server/src/services/Banking/RegonizeTranasctions/RecognizeTranasctionsService.ts
index 1e0bb8c58..74832fbbb 100644
--- a/packages/server/src/services/Banking/RegonizeTranasctions/RecognizeTranasctionsService.ts
+++ b/packages/server/src/services/Banking/RegonizeTranasctions/RecognizeTranasctionsService.ts
@@ -1,37 +1,90 @@
+import { Knex } from 'knex';
 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';
+import { BankRule } from '@/models/BankRule';
+import { bankRulesMatchTransaction } from './_utils';
 
 @Service()
-export class RecognizeedTranasctionsService {
+export class RecognizeTranasctionsService {
   @Inject()
   private tenancy: HasTenancyService;
 
   /**
-   * Regonized the uncategorized transactions.
-   * @param {number} tenantId
+   * Marks the uncategorized transaction as recognized from the given bank rule.
+   * @param {number} tenantId -
+   * @param {BankRule} bankRule -
+   * @param {UncategorizedCashflowTransaction} transaction -
+   * @param {Knex.Transaction} trx -
    */
-  public async recognizeTransactions(tenantId: number) {
+  private markBankRuleAsRecognized = async (
+    tenantId: number,
+    bankRule: BankRule,
+    transaction: UncategorizedCashflowTransaction,
+    trx?: Knex.Transaction
+  ) => {
+    const { RecognizedBankTransaction, UncategorizedCashflowTransaction } =
+      this.tenancy.models(tenantId);
+
+    const recognizedTransaction = await RecognizedBankTransaction.query(
+      trx
+    ).insert({
+      bankRuleId: bankRule.id,
+      cashflowTransactionId: transaction.id,
+      assignedCategory: bankRule.assignCategory,
+      assignedAccountId: bankRule.assignAccountId,
+      assignedPayee: bankRule.assignPayee,
+      assignedMemo: bankRule.assignMemo,
+    });
+    await UncategorizedCashflowTransaction.query(trx)
+      .findById(transaction.id)
+      .patch({
+        recognizedTransactionId: recognizedTransaction.id,
+      });
+  };
+
+  /**
+   * Regonized the uncategorized transactions.
+   * @param {number} tenantId -
+   * @param {Knex.Transaction} trx -
+   */
+  public async recognizeTransactions(tenantId: number, trx?: Knex.Transaction) {
     const { UncategorizedCashflowTransaction, BankRule } =
       this.tenancy.models(tenantId);
 
     const uncategorizedTranasctions =
-      await UncategorizedCashflowTransaction.query().where(
-        'regonized_transaction_id',
-        null
-      );
+      await UncategorizedCashflowTransaction.query()
+        .where('recognized_transaction_id', null)
+        .where('categorized', false);
 
-    const bankRules = await BankRule.query();
-    const bankRulesByAccountId = transformToMapBy(bankRules, 'accountId');
-
-    console.log(bankRulesByAccountId);
-
-    const regonizeTransaction = (
+    const bankRules = await BankRule.query().withGraphFetched('conditions');
+    const bankRulesByAccountId = transformToMapBy(
+      bankRules,
+      'applyIfAccountId'
+    );
+    // Try to recognize the transaction.
+    const regonizeTransaction = async (
       transaction: UncategorizedCashflowTransaction
-    ) => {};
-
+    ) => {
+      const allAccountsBankRules = bankRulesByAccountId.get(`null`);
+      const accountBankRules = bankRulesByAccountId.get(
+        `${transaction.accountId}`
+      );
+      const recognizedBankRule = bankRulesMatchTransaction(
+        transaction,
+        accountBankRules
+      );
+      if (recognizedBankRule) {
+        await this.markBankRuleAsRecognized(
+          tenantId,
+          recognizedBankRule,
+          transaction,
+          trx
+        );
+      }
+    };
     await PromisePool.withConcurrency(MIGRATION_CONCURRENCY)
       .for(uncategorizedTranasctions)
       .process((transaction: UncategorizedCashflowTransaction, index, pool) => {
@@ -39,6 +92,10 @@ export class RecognizeedTranasctionsService {
       });
   }
 
+  /**
+   * 
+   * @param {number} uncategorizedTransaction 
+   */
   public async regonizeTransaction(
     uncategorizedTransaction: UncategorizedCashflowTransaction
   ) {}
diff --git a/packages/server/src/services/Banking/RegonizeTranasctions/RecognizeTransactionsJob.ts b/packages/server/src/services/Banking/RegonizeTranasctions/RecognizeTransactionsJob.ts
index 2278b6505..2eee22f53 100644
--- a/packages/server/src/services/Banking/RegonizeTranasctions/RecognizeTransactionsJob.ts
+++ b/packages/server/src/services/Banking/RegonizeTranasctions/RecognizeTransactionsJob.ts
@@ -1,5 +1,5 @@
 import Container, { Service } from 'typedi';
-import { RegonizeTranasctionsService } from './RecognizeTranasctionsService';
+import { RecognizeTranasctionsService } from './RecognizeTranasctionsService';
 
 @Service()
 export class RegonizeTransactionsJob {
@@ -8,7 +8,7 @@ export class RegonizeTransactionsJob {
    */
   constructor(agenda) {
     agenda.define(
-      'regonize-uncategorized-transactions-job',
+      'recognize-uncategorized-transactions-job',
       { priority: 'high', concurrency: 2 },
       this.handler
     );
@@ -19,10 +19,10 @@ export class RegonizeTransactionsJob {
    */
   private handler = async (job, done: Function) => {
     const { tenantId } = job.attrs.data;
-    const regonizeTransactions = Container.get(RegonizeTranasctionsService);
+    const regonizeTransactions = Container.get(RecognizeTranasctionsService);
 
     try {
-      await regonizeTransactions.regonizeTransactions(tenantId);
+      await regonizeTransactions.recognizeTransactions(tenantId);
       done();
     } catch (error) {
       console.log(error);
diff --git a/packages/server/src/services/Banking/RegonizeTranasctions/_utils.ts b/packages/server/src/services/Banking/RegonizeTranasctions/_utils.ts
new file mode 100644
index 000000000..2a030b799
--- /dev/null
+++ b/packages/server/src/services/Banking/RegonizeTranasctions/_utils.ts
@@ -0,0 +1,104 @@
+import UncategorizedCashflowTransaction from '@/models/UncategorizedCashflowTransaction';
+import {
+  BankRuleApplyIfTransactionType,
+  BankRuleConditionComparator,
+  BankRuleConditionType,
+  IBankRule,
+  IBankRuleCondition,
+} from '../Rules/types';
+import { BankRule } from '@/models/BankRule';
+
+const conditionsMatch = (
+  transaction: UncategorizedCashflowTransaction,
+  conditions: IBankRuleCondition[],
+  conditionsType: BankRuleConditionType = BankRuleConditionType.And
+) => {
+  const method =
+    conditionsType === BankRuleConditionType.And ? 'every' : 'some';
+
+  return conditions[method]((condition) => {
+    switch (determineFieldType(condition.field)) {
+      case 'number':
+        return matchNumberCondition(transaction, condition);
+      case 'text':
+        return matchTextCondition(transaction, condition);
+      default:
+        return false;
+    }
+  });
+};
+
+const matchNumberCondition = (
+  transaction: UncategorizedCashflowTransaction,
+  condition: IBankRuleCondition
+) => {
+  switch (condition.comparator) {
+    case BankRuleConditionComparator.Equals:
+      return transaction[condition.field] === condition.value;
+    case BankRuleConditionComparator.Contains:
+      return transaction[condition.field]
+        ?.toString()
+        .includes(condition.value.toString());
+    case BankRuleConditionComparator.NotContain:
+      return !transaction[condition.field]
+        ?.toString()
+        .includes(condition.value.toString());
+    default:
+      return false;
+  }
+};
+
+const matchTextCondition = (
+  transaction: UncategorizedCashflowTransaction,
+  condition: IBankRuleCondition
+) => {
+  switch (condition.comparator) {
+    case BankRuleConditionComparator.Equals:
+      return transaction[condition.field] === condition.value;
+    case BankRuleConditionComparator.Contains:
+      return transaction[condition.field]?.includes(condition.value.toString());
+    case BankRuleConditionComparator.NotContain:
+      return !transaction[condition.field]?.includes(
+        condition.value.toString()
+      );
+    default:
+      return false;
+  }
+};
+
+const matchTransactionType = (
+  bankRule: BankRule,
+  transaction: UncategorizedCashflowTransaction
+): boolean => {
+  return (
+    (transaction.isDepositTransaction &&
+      bankRule.applyIfTransactionType ===
+        BankRuleApplyIfTransactionType.Deposit) ||
+    (transaction.isWithdrawalTransaction &&
+      bankRule.applyIfTransactionType ===
+        BankRuleApplyIfTransactionType.Withdrawal)
+  );
+};
+
+export const bankRulesMatchTransaction = (
+  transaction: UncategorizedCashflowTransaction,
+  bankRules: IBankRule[]
+) => {
+  return bankRules.find((rule) => {
+    return (
+      matchTransactionType(rule, transaction) &&
+      conditionsMatch(transaction, rule.conditions, rule.conditionsType)
+    );
+  });
+};
+
+const determineFieldType = (field: string): string => {
+  switch (field) {
+    case 'amount':
+      return 'number';
+    case 'description':
+      return 'text';
+    default:
+      return 'unknown';
+  }
+};
diff --git a/packages/server/src/services/Banking/Rules/types.ts b/packages/server/src/services/Banking/Rules/types.ts
index ae1151254..0701345f0 100644
--- a/packages/server/src/services/Banking/Rules/types.ts
+++ b/packages/server/src/services/Banking/Rules/types.ts
@@ -1,5 +1,48 @@
 import { Knex } from 'knex';
 
+export enum BankRuleConditionField {
+  Amount = 'Amount',
+  Description = 'Description',
+}
+
+export enum BankRuleConditionComparator {
+  Contains = 'contains',
+  Equals = 'equals',
+  NotContain = 'not_contain';
+}
+
+export interface IBankRuleCondition {
+  id?: number;
+  field: BankRuleConditionField;
+  comparator: BankRuleConditionComparator;
+  value: number;
+}
+
+export enum BankRuleConditionType {
+  Or = 'or',
+  And = 'and'
+}
+
+export enum BankRuleApplyIfTransactionType  {
+  Deposit = 'deposit',
+  Withdrawal = 'withdrawal',
+}
+
+export interface IBankRule {
+  name: string;
+  order?: number;
+  applyIfAccountId: number;
+  applyIfTransactionType: BankRuleApplyIfTransactionType;
+  
+  conditionsType: BankRuleConditionType;
+  conditions: IBankRuleCondition[];
+
+  assignCategory: BankRuleAssignCategory;
+  assignAccountId: number;
+  assignPayee?: string;
+  assignMemo?: string;
+}
+
 export enum BankRuleAssignCategory {
   InterestIncome = 'InterestIncome',
   OtherIncome = 'OtherIncome',