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Week 13: AI-Driven Financial KPI & Ratio Analysis 第 13 周:AI 驱动的财务 KPI 与比率分析

💻 Practical Exercise Online 💻 在线实操练习

Step-by-Step Guide 分步指南

1. Corporate Governance in AIS

Data governance ensures data accuracy and complies with regulatory requirements. System audit databases log all adjustments, and multi-factor logins verify user footprints.

2. Database Integrity Controls

To safeguard financial tables, systems prevent deleting ledger records that are linked to closed periods. Changes generate warning codes in the audit dashboard.

1. 会计信息系统中的数据治理

数据治理保障数据准确性并符合合规要求。系统审计数据库记录所有调整账目的操作,多重身份验证登录用以校验用户的活动轨迹。

2. 数据库完整性控制

为了保护财务报表,系统会禁止删除已结账账期的分类账记录。任何更改都会在审计看板上生成警告代码。

Concept Visualization 概念可视化

User Access loginAudit log systemCompliance reports

Educational Infographic 教学信息图

Visual concept map explaining the key module topic: 解释该模块核心主题的视觉概念图:

User Access loginAudit log systemCompliance reports

🤖 AI Integration Playbook 🤖 AI 实践指南

AI Prompting for Discrepancy Audits:

Prompt: 'I suspect someone modified a purchase invoice from last year. Write a prompt to retrieve records in table 'AuditLogs' where InvoiceID is 'PI-88990' and display original vs new values.'
Result: AI generates the query returning user ID and modified cells, exposing transaction tampering.

AI 辅助步骤:

Prompt 提示词: “我怀疑有人修改了去年的采购发票。请编写查询,检索表 'AuditLogs' 中 InvoiceID 为 'PI-88990' 的记录,并对比显示原始值与新值。”
效果: AI 给出查询结果,返回操作用户 ID 和被修改的字段单元格,揭露篡改痕迹。”

Tips 提示

Check the system audit log weekly. Lock transaction periods immediately after month-end closings to prevent back-dated posting tampering.
每周核查一次系统审计日志。在月末结账后立即锁定会计期间,防止人员回溯补记账目或进行篡改。

Knowledge Check 知识自测

1. Regulatory compliance in data privacy includes protecting: 数据隐私合规审计包含保护哪些信息?

2. To block users from posting transactions to previous closed months, the admin should: 为了阻止用户向以前已结账的月份追加过账交易,管理员应:

3. A database integrity control protects ledgers by: 数据库完整性控制通过什么方式保护分类账?

4. Who is responsible for auditing system logs in corporate environments? 在企业环境中,谁负责对系统日志进行审计?

5. Multi-factor authentication (MFA) requires users to verify identity using: 多重身份验证 (MFA) 要求用户使用什么来核实身份?

Practical Exercise 实践练习

Task 1: Write a SQL query to select all edit logs from table 'Audit' where UserId is 'Audit01'. 任务 1: SQL 查询:从 'Audit' 表中选择 UserId 为 'Audit01' 的所有编辑日志。

Task 2: Which SQL command is used to remove delete permissions from database role 'Cashier'? 任务 2: 哪个 SQL 命令用于移除数据库角色 'Cashier' 的删除权限?

Task 3: In SQL Accounting, where is the option to lock posting periods located? 任务 3: 在 SQL Accounting 中,锁定账期的设置选项位于何处?

Matching Game 配对游戏

Match the term on the left with its definition on the right. 将左侧的术语与右侧的定义进行配对。

MFA Security
Multi-factor identity checks 多因素身份查验机制
Data Governance
Maintains database accuracy & audit rules 维护数据库的准确性与审计规范
Lock Period
Registry database of transaction edits 记录交易编辑历史的日志库
Audit Log
Blocks postings to closed accounts months 封锁对已结账月份的追加过账