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BSIM – APR 2023 – L3 – Q8 – Machine Learning in Banking

Suggest ML activities in banking and describe benefits.

Many banks are investing in various Artificial Intelligence (AI) and Machine Learning (ML) applications. The CEO of your bank is considering the adoption of such IT innovations to improve operational effectiveness.

a. Suggest four (4) banking activities that Machine Learning systems could be used to carry out. [10 Marks]

b. Describe five (5) benefits that the bank may derive from implementing Machine Learning solutions. [10 Marks]

[Total: 20 Marks]

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BSIM – APR 2023 – L3 – Q8 – AI and Machine Learning in Banking

Suggest four banking activities for ML, and describe five benefits of implementing ML solutions.

Many banks are investing in various Artificial Intelligence (AI) and Machine Learning (ML) applications. The CEO of your bank is considering the adoption of such IT innovations to improve operational effectiveness.

a. Suggest four (4) banking activities that Machine Learning systems could be used to carry out. [10 Marks]

b. Describe five (5) benefits that the bank may derive from implementing Machine Learning solutions. [10 Marks]

[Total: 20 Marks]

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AA – Mar 2025 – L2 – Q3 – Audit Strategy

Discuss the content and relevance of an audit strategy memorandum in guiding the audit process.

a) The overall audit strategy sets the scope, timing and direction of the audit and guides the development of a more detailed plan. Audit plan converts the audit strategy into a more detailed plan and includes the nature, timing and extent of audit procedures to be performed by the engagement team members in order to obtain sufficient and appropriate audit evidence to reduce audit risk to an acceptable level. Required: Discuss the content of an audit strategy memorandum and its relevance to an audit.

b) Kalomo & Partners, an audit firm, has decided to enhance its audit procedures by integrating Artificial Intelligence (AI) technologies. The firm aims to leverage on AI to audit financial data and transactions more efficiently and effectively. As part of this initiative, the audit team is exploring how AI can be used to analyse large datasets, identify anomalies, and improve the accuracy of their audit findings. The management of Kalomo & Partners is seeking to understand the best practices for using AI in auditing and the potential challenges they may encounter. The firm wants to ensure that the integration of AI aligns with auditing standards and enhances the overall quality of their audit processes.

Required:

i) Explain how AI can be utilised in auditing financial data and transactions.

ii) State TWO potential benefits of using AI in the audit process of Kalomo & Partners.

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MI – May 2022 – L1 – SB – Q5b – Information System Development and Security

List five areas of application for expert systems.

List FIVE areas of application of expert systems.

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MI – May 2022 – L1 – SB – Q5a – Information System Development and Security

Define an expert system.

What is an Expert System?

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BSIM – APR 2023 – L3 – Q8 – Machine Learning in Banking

Suggest ML activities in banking and describe benefits.

Many banks are investing in various Artificial Intelligence (AI) and Machine Learning (ML) applications. The CEO of your bank is considering the adoption of such IT innovations to improve operational effectiveness.

a. Suggest four (4) banking activities that Machine Learning systems could be used to carry out. [10 Marks]

b. Describe five (5) benefits that the bank may derive from implementing Machine Learning solutions. [10 Marks]

[Total: 20 Marks]

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BSIM – APR 2023 – L3 – Q8 – AI and Machine Learning in Banking

Suggest four banking activities for ML, and describe five benefits of implementing ML solutions.

Many banks are investing in various Artificial Intelligence (AI) and Machine Learning (ML) applications. The CEO of your bank is considering the adoption of such IT innovations to improve operational effectiveness.

a. Suggest four (4) banking activities that Machine Learning systems could be used to carry out. [10 Marks]

b. Describe five (5) benefits that the bank may derive from implementing Machine Learning solutions. [10 Marks]

[Total: 20 Marks]

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AA – Mar 2025 – L2 – Q3 – Audit Strategy

Discuss the content and relevance of an audit strategy memorandum in guiding the audit process.

a) The overall audit strategy sets the scope, timing and direction of the audit and guides the development of a more detailed plan. Audit plan converts the audit strategy into a more detailed plan and includes the nature, timing and extent of audit procedures to be performed by the engagement team members in order to obtain sufficient and appropriate audit evidence to reduce audit risk to an acceptable level. Required: Discuss the content of an audit strategy memorandum and its relevance to an audit.

b) Kalomo & Partners, an audit firm, has decided to enhance its audit procedures by integrating Artificial Intelligence (AI) technologies. The firm aims to leverage on AI to audit financial data and transactions more efficiently and effectively. As part of this initiative, the audit team is exploring how AI can be used to analyse large datasets, identify anomalies, and improve the accuracy of their audit findings. The management of Kalomo & Partners is seeking to understand the best practices for using AI in auditing and the potential challenges they may encounter. The firm wants to ensure that the integration of AI aligns with auditing standards and enhances the overall quality of their audit processes.

Required:

i) Explain how AI can be utilised in auditing financial data and transactions.

ii) State TWO potential benefits of using AI in the audit process of Kalomo & Partners.

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MI – May 2022 – L1 – SB – Q5b – Information System Development and Security

List five areas of application for expert systems.

List FIVE areas of application of expert systems.

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You're reporting an error for "MI – May 2022 – L1 – SB – Q5b – Information System Development and Security"

MI – May 2022 – L1 – SB – Q5a – Information System Development and Security

Define an expert system.

What is an Expert System?

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You're reporting an error for "MI – May 2022 – L1 – SB – Q5a – Information System Development and Security"

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