CIMA SCS November 2026 and February 2027 | F3 Financial Strategy, E3 and P3
Should Vennlisk invest in artificial intelligence?
AI could help the company improve productivity, reduce operating costs and strengthen customer service. However, implementing new technology may require significant expenditure, employee training and additional risk controls.
Vennlisk operates five call centres and employs approximately 5,000 agents. It also competes against overseas call-centre providers with significantly lower labour costs.
AI could help the company respond to these competitive pressures.
But the important question for Vennlisk’s Board is not simply whether AI is useful.
Will the investment create enough financial and strategic value to justify its costs and risks?
This is an important area for CIMA Strategic Case Study students because it connects investment appraisal, strategic management and risk management.
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1. What Does the Vennlisk Pre-Seen Say About AI?
The pre-seen explains that Vennlisk is evaluating AI to support and manage its agents.
Potential applications include:
- Providing relevant caller information and recommendations during calls.
- Identifying signs of caller stress and alerting supervisors.
- Analysing performance patterns to help supervisors identify problems.
These applications could help employees work more effectively.
However, the pre-seen does not provide an approved AI investment cost, implementation timetable or expected financial return.
Therefore, the investment examples in this article are hypothetical and intended for exam preparation.
2. Does AI Support Vennlisk’s Strategy?
Before considering financial calculations, the Board should assess whether AI supports Vennlisk’s strategic objectives.
The company competes partly through high-quality customer service and innovation.
AI could improve productivity by helping agents access customer information more quickly.
This may also help Vennlisk respond to lower-cost overseas competitors.
However, a system focused entirely on reducing call-handling time could negatively affect customer satisfaction.
For example, agents may become too dependent on automated recommendations or feel pressured to complete calls quickly.
Strategic implication: An AI investment should improve efficiency without weakening Vennlisk’s quality-focused competitive strategy.
3. What Costs Should Vennlisk Include?
The purchase price of AI software is only one part of the total investment.
Management should consider all relevant incremental costs.
| Cost category | Possible expenditure |
|---|---|
| Software | AI licences or platform development |
| Implementation | Configuration and system integration |
| Hardware | Additional computing and network requirements |
| Training | Preparing agents and supervisors |
| Consultancy | Technical, legal and security advice |
| Data preparation | Improving data quality and access arrangements |
| Maintenance | Ongoing support and updates |
| Cybersecurity | Additional controls and assurance |
| Change management | Communication, testing and employee support |
These are possible costs, not confirmed Vennlisk expenditure.
If management includes only the software price, the investment could appear more profitable than it actually is.
F3 application: The appraisal should include relevant incremental cash flows throughout the project’s expected life.
4. What Financial Benefits Could AI Generate?
AI could create financial benefits through improved efficiency, lower avoidable costs and potential revenue opportunities.
Lower Operating Costs
AI might reduce time spent searching for customer information or completing routine tasks.
This could allow agents to handle more calls without proportionately increasing staffing.
Potential savings might arise from reduced overtime or lower future recruitment requirements.
However, a reduction in Average Handle Time does not automatically create an equivalent reduction in labour costs.
If employees continue receiving the same salaries, the immediate cash saving may be limited.
Additional Revenue
Improved productivity could allow Vennlisk to serve more clients using its existing resources.
However, additional revenue should only be included in the financial appraisal when supported by realistic assumptions.
Better First Call Resolution
AI could help agents provide more accurate information during customer interactions.
If First Call Resolution improves, Vennlisk may reduce the need for repeat calls and avoid additional handling costs.
Board implication: Financial benefits should be based on measurable incremental cash flows rather than optimistic productivity assumptions.
5. Using NPV to Evaluate an AI Investment
Net Present Value (NPV) is a useful investment appraisal technique.
It compares the present value of expected future incremental cash flows with the initial investment.
NPV = Present value of future cash flows − Initial investment
A positive NPV indicates that a project is expected to create financial value using the selected discount rate and assumptions.
Illustrative AI Investment Example
The following figures are hypothetical and are not taken from Vennlisk’s pre-seen.
Suppose Vennlisk is considering an AI investment with these details:
| Item | Hypothetical amount |
|---|---|
| Initial investment | W$120 million |
| Annual net cash inflows | W$35 million |
| Project life | 5 years |
| Discount rate | 10% |
| Residual value | Nil |
Assume annual net cash inflows occur at each year-end and already reflect relevant operating costs and taxes.
The five-year annuity factor at 10% is approximately 3.7908.
Present value of cash inflows:
W$35m × 3.7908 = W$132.68m
NPV:
W$132.68m − W$120m = positive W$12.68 million
Under these assumptions, the investment would be expected to create financial value.
However, the result depends on the accuracy of the forecast cash flows.
A positive NPV does not guarantee that the project will succeed.
6. Why Sensitivity Analysis Matters
AI investments involve uncertainty.
Implementation may take longer than expected, costs may increase or productivity improvements may be lower than forecast.
Using the previous example, suppose annual net cash inflows fall from W$35 million to W$30 million.
Revised present value:
W$30m × 3.7908 = W$113.72m
Revised NPV:
W$113.72m − W$120m = negative W$6.28 million
This shows how a relatively small reduction in expected cash inflows can change the investment decision.
Vennlisk should test assumptions involving implementation costs, productivity improvements, delays, cybersecurity expenditure and employee adoption.
Board implication: Sensitivity analysis helps directors understand which assumptions have the greatest effect on investment returns.
7. Can Vennlisk Afford a Major AI Investment?
Vennlisk’s financial position is important when considering investment and financing decisions.
The draft’s figures for the year ended 30 September 2026 are:
| Financial item | W$ million |
|---|---|
| Revenue | 12,370.0 |
| Operating profit | 1,451.0 |
| Profit for the year | 770.8 |
| Finance costs | 436.8 |
| Bank balance | 986.1 |
| Non-current borrowings | 5,460.0 |
| Total equity | 8,253.1 |
These figures indicate that Vennlisk is profitable but also has significant financing commitments.
Finance costs represent approximately 30.1% of operating profit.
Non-current borrowings are approximately 66.2% of total equity.
However, these ratios alone do not provide a complete assessment of the company’s financial risk.
Vennlisk’s bank balance also does not mean that all available cash can be used for new investments.
The company must continue meeting operational and financing requirements.
Board implication: Vennlisk should assess the size of the proposed AI investment against its liquidity, existing borrowings and other financial commitments.
8. How Could Vennlisk Finance AI?
Several financing options may be available.
| Financing method | Potential benefit | Main concern |
|---|---|---|
| Internal cash | Avoids additional borrowing costs | Reduces available liquidity |
| Additional borrowing | Preserves some existing cash | Increases interest obligations and financial risk |
| Equity financing | Raises funds without mandatory interest payments | May dilute existing shareholders |
| Phased investment | Limits initial financial commitment | Full benefits may take longer to achieve |
A phased investment may be particularly suitable when the expected benefits are uncertain.
For example, Vennlisk could initially test AI with a limited number of agents before committing to implementation across all five call centres.
The most appropriate financing method would depend on the actual project cost, liquidity forecasts, borrowing terms and shareholder considerations.
9. What Non-Financial Benefits Should the Board Consider?
NPV is important, but it should not be the only factor in the investment decision.
AI could also support Vennlisk’s strategic objectives.
Potential non-financial benefits include better customer experience, more consistent recommendations, improved supervision and reduced repetitive work for employees.
However, these benefits should be assessed realistically.
A technology investment should not be approved simply because it appears innovative.
The Board should consider whether the benefits support Vennlisk’s competitive position and long-term strategy.
10. What Are the Main AI Investment Risks?
AI could introduce several risks that need to be assessed before implementation.
| Risk | Possible impact | Recommended response |
|---|---|---|
| Privacy and data security | Exposure of confidential client information | Access controls, testing and supplier assurance |
| Incorrect recommendations | Poor customer service or inaccurate information | Human oversight and system testing |
| Employee resistance | Lower motivation and poor adoption | Communication, consultation and training |
| Cost overruns | Lower investment returns | Project budgets and milestone reviews |
| Implementation delays | Benefits achieved later than expected | Phased rollout and progress monitoring |
| Supplier dependence | Operational and contractual exposure | Supplier due diligence and exit arrangements |
These are potential risks, not failures identified in the pre-seen.
P3 application: Management should assess the likelihood and impact of risks and establish appropriate controls before approving a major investment.
11. Why a Phased AI Implementation Could Be Suitable
Introducing AI across all five call centres immediately could expose Vennlisk to significant implementation risk.
A phased approach would allow management to test the technology before committing more resources.
Suggested Implementation Process
Stage 1: Define objectives
Identify the business problems the technology should solve, such as reducing information-search time or improving First Call Resolution.
Stage 2: Pilot the system
Test AI with a limited group of agents or selected call types.
Stage 3: Measure performance
Compare pilot results with an appropriate baseline.
Relevant measures could include First Call Resolution, Customer Satisfaction, Average Handle Time, employee feedback and actual operating costs.
Stage 4: Update the financial appraisal
Revise the expected costs, savings and NPV using evidence from the pilot.
Stage 5: Decide whether to expand
Approve wider implementation only if the strategic, financial and risk assessments remain satisfactory.
This approach could reduce the risk of committing substantial resources before the technology’s effectiveness is established.
12. Applying the SAF Framework
The SAF framework can help evaluate the strategic attractiveness of an AI investment.
| SAF element | Application to Vennlisk |
|---|---|
| Suitability | Does AI address competitive pressures and support service quality? |
| Acceptability | Are the financial returns, risks and stakeholder implications acceptable? |
| Feasibility | Does Vennlisk have the resources and capabilities to implement AI successfully? |
A project may appear strategically suitable but still be financially unattractive or difficult to implement.
The Board should consider all three elements before making a decision.
13. Possible CIMA SCS AI Investment Scenario
The following is a hypothetical practice scenario, not an exam prediction.
Scenario
Vennlisk’s Board is considering an AI platform designed to assist agents during customer calls.
The supplier claims that the technology could reduce Average Handle Time and improve First Call Resolution.
However, the investment would require substantial upfront expenditure and employee training.
Some directors are concerned about the reliability of the projected savings and the privacy implications.
Possible Exam Requirement
Advise the Board on the financial, strategic and risk factors that should be considered before approving the proposed investment.
Example SCS Answer
An AI investment could help Vennlisk respond to competition from lower-cost overseas call centres by improving agent productivity.
However, the expected financial benefits should be supported by a detailed NPV appraisal that includes implementation, training, maintenance and cybersecurity costs.
The Board should also assess whether productivity improvements will generate genuine cash savings rather than simply creating spare capacity.
Given Vennlisk’s existing borrowings and finance costs, the financing method should be evaluated carefully.
A phased pilot would allow management to test the technology’s impact on Customer Satisfaction, First Call Resolution and operating costs before approving a wider rollout.
Recommendation: Vennlisk should approve a limited pilot only after establishing clear financial, operational and risk-management objectives. Full implementation should depend on evidence that the investment creates value.
Why Is This a Strong SCS Answer?
The answer connects AI investment with Vennlisk’s competitive position, financial circumstances and business risks.
It also provides a practical recommendation rather than assuming that AI will automatically improve profitability.
14. E3, P3 and F3 Connections
| Subject | Relevant areas |
|---|---|
| E3 – Strategic Management | Strategic fit, innovation, digital transformation and implementation |
| P3 – Risk Management | Technology risk, privacy, project risk and controls |
| F3 – Financial Strategy | NPV, investment appraisal, financing and shareholder value |
AI investment is therefore an integrated strategic decision rather than a purely technological issue.
Final Thoughts
Artificial intelligence could help Vennlisk improve productivity, customer service and competitiveness.
However, the Board should not approve an investment simply because AI appears strategically important.
A strong business case requires financial appraisal, sensitivity analysis, financing assessment, risk management and implementation planning.
For CIMA SCS students, the key lesson is that a good strategic investment must create value, not simply introduce new technology.
Frequently Asked Questions
1. Is Vennlisk already investing in AI?
The pre-seen states that Vennlisk is evaluating AI. It does not provide details of an approved major investment.
2. What AI applications is Vennlisk considering?
Potential applications include supporting agents with information, identifying caller stress and analysing performance patterns.
3. How should Vennlisk evaluate an AI investment?
The Board should consider strategic fit, NPV, sensitivity analysis, financing, implementation risks and operational performance.
4. Why is NPV important?
NPV helps assess whether the present value of expected future incremental cash flows exceeds the initial investment.
5. Could AI reduce labour costs?
Potentially. However, productivity improvements do not automatically create cash savings.
6. Should Vennlisk use debt to finance AI?
Debt is one possible option, but the Board should consider existing borrowings, finance costs, liquidity and project risk.
7. Is AI investment guaranteed to appear in the CIMA SCS exam?
No. AI is an important preparation area because it is discussed in the pre-seen, but the unseen cannot be predicted.
Continue Your Vennlisk SCS Preparation
Understanding the financial implications of AI is important for students preparing for the CIMA Strategic Case Study.
Explore Keystone Academia’s Vennlisk analysis series covering AI strategy, employees, financial performance, operational KPIs, privacy and corporate governance.
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