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Strategic Applications of IoT and Big Data

Jun 2026 Examination

 

 

Q1. A leading retail chain has launched smart shelf technology in its stores. Each shelf is equipped with weight sensors, RFID readers, and motion detectors to provide real-time inventory levels and consumer interaction data. However, the company faces issues with inaccurate data, sensor malfunctions, and unauthorized access to sensitive sales information. The IT director is pushing for a comprehensive IoT data lifecycle management plan that addresses accurate data acquisition, secure data transmission, processing, and responsible data archiving or deletion.

Apply the IoT data lifecycle model to create a step-by-step management plan for the retail chain’s smart shelf system. How will you ensure data accuracy, integrity, security, and compliance at each stage from generation to deletion? (10 Marks)

Ans 1.

Introduction

Smart shelf technology represents a significant operational advance for retail chains, enabling real-time inventory visibility and consumer behavior analysis that was previously impossible at this scale. When weight sensors detect that a product category is running low, when RFID readers track individual item movement, and when motion detectors capture consumer interaction patterns, the resulting data stream has enormous business value. But this value is entirely dependent on the quality, security, and responsible governance of that data throughout its entire lifecycle. A smart shelf system generating inaccurate readings, transmitting data over unsecured channels, or storing sensitive sales information beyond its useful life creates operational risk rather than competitive advantage. A structured IoT data lifecycle management plan is therefore not optional infrastructure but the foundation on

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Q2 (A). A leading electronics manufacturer plans to transform its conventional factory into a smart factory using IoT and big data analytics. However, the company’s legacy equipment is deeply integrated into its workflow, making digital retrofitting challenging and costly. Leadership must decide whether to fully upgrade to smart machinery or pursue gradual integration via IoT gateways. Both approaches have implications for operational disruption, ROI, employee adaptability, and competitive agility.

Evaluate the strategic merits and drawbacks of a complete versus phased IoT integration approach in this scenario. Considering factors such as operational efficiency, implementation cost, cultural resistance, and market responsiveness, justify which method you recommend and how it addresses both immediate and long-term business goals. (5 Marks)

Ans 2(A).

Introduction

Transforming a conventional manufacturing facility into a smart factory is one of the most operationally complex technology decisions a company can make. When legacy equipment is deeply embedded in production workflows, the stakes of the integration approach are high: choose wrong and the company either over-invests in disruption it cannot absorb, or under-invests in change and loses competitive ground to more agile manufacturers. The choice between complete

 

Q2 (B). A regional logistics company uses IoT and big data to track shipments across road, rail, and sea, employing geofencing, real-time diagnostics, and predictive route planning. Recently, an industry-wide push for data standardisation has presented both a challenge and an opportunity: their legacy devices are not fully compatible with new industry standards, risking data silos and integration issues with partners. Simultaneously, the company faces pressure to remain competitive and interoperable in the market.

Assess the implications of legacy system incompatibility with industry-standard IoT protocols for this logistics firm. Evaluate the possible strategies such as immediate system overhaul, phased upgrades, or middleware solutions and justify the most effective path forward considering cost, risk, and competitive positioning. (5 Marks)

Ans 2(B).

Introduction

Legacy IoT device incompatibility with emerging industry standards is a problem that logistics companies cannot afford to ignore but equally cannot afford to solve recklessly. For a company already using geofencing, real-time diagnostics, and predictive route planning, the risk is not starting from scratch but protecting and extending existing operational capabilities while aligning with the interoperability standards that partners and regulators are increasingly demanding.

Concept and

Project Management

Jun 2026 Examination

 

 

Q1. An infrastructure company has secured a government contract to build a highway connecting rural and urban areas. The contract stipulates strict timelines and penalties for cost overruns. Key risks include volatile raw material prices, uncertain land acquisition costs, and changing regulatory requirements. Project managers are required to submit a comprehensive budget proposal, including robust contingency funds and justifications for their allocations to satisfy governmental oversight.

Demonstrate how you would apply scenario analysis and probabilistic contingency planning alongside traditional cost estimation frameworks to manage financial risks in this project. How would you structure the justification for contingency reserves to ensure transparency and address stakeholder concerns? (10 Marks)

Ans 1.

Introduction

Government infrastructure projects like highway construction carry a level of financial complexity that standard budgeting methods alone cannot adequately address. When a contract imposes strict timelines and penalties for cost overruns, the project manager’s ability to anticipate and plan for financial risks becomes the difference between project success and institutional embarrassment. For this highway project, three primary risk factors create genuine uncertainty: raw material price volatility, land acquisition costs that depend on negotiations and legal proceedings, and regulatory requirements that may shift during construction. Managing these risks requires combining traditional cost estimation with scenario analysis and probabilistic contingency planning, and then presenting that combined approach transparently to government stakeholders who will scrutinize

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Q2 (A). A global retail corporation has assigned you as the project manager for a new regional warehouse deployment project. After developing an initial Gantt chart and work breakdown structure, you realize that resource allocation is suboptimal and several tasks have unclear ownership, resulting in overlapping duties and delayed decision-making. The team is divided between relying on informal communication and introducing a RACI matrix, but some executives feel that too many formal tools may slow down progress. You must advise the leadership on how to move forward.

Assess the potential impacts of introducing a RACI matrix in conjunction with WBS for this project. Critique both the argument for increased formalization versus the risk of bureaucratic slowdown, and justify your recommendation to the leadership team with supporting rationale. (5 Marks)

Ans 2(A).

Introduction

In a warehouse deployment project spanning multiple departments and geographies, unclear task ownership is not a minor inconvenience but a structural failure. When team members are unsure who is accountable for each deliverable, decisions stall, work gets duplicated, and timelines slip. The introduction of a RACI matrix alongside the existing WBS directly addresses this problem, but it must be implemented thoughtfully to avoid the bureaucratic friction that executives rightly worry

 

Q2 (B). A pharmaceutical company’s new product development project is running behind schedule. Analysis reveals that project scheduling was conducted mainly by senior experts using personal judgment, with minimal reference to historical project data or standard estimation techniques. Conflicting stakeholder priorities, unanticipated regulatory hurdles, and supply chain issues have further derailed the timeline. The leadership team is divided over continuing with expert-driven estimation versus developing a formalized, data-driven estimation process.

Evaluate the effectiveness of expert judgment-based time estimation versus a systematic, historical data-driven approach in the context of this delayed development project. Which method would you recommend to minimize future delays, considering the specific challenges of regulatory and supply chain uncertainties? Provide a justified critique of both perspectives. (5 Marks)

Ans 2(B).

Introduction

Pharmaceutical product development is one of the most schedule-sensitive project environments that exists. Regulatory timelines are externally imposed, supply chains for active pharmaceutical ingredients are globally interdependent, and the cost of a delayed product launch includes not just lost revenue but extended clinical trial expenses. When a project of this complexity is scheduled primarily through senior expert judgment, the risks are real and the current delay is a predictable consequence of that approach.

Concept and

 

Sales Management

Jun 2026 Examination

 

 

Q1. Ajay, a top-performing sales executive at an electronics firm, is meeting two prospective buyers interested in the company’s latest smart device. Client A is a highly analytical, process-driven IT professional who requests detailed specifications before making decisions. Client B, an entrepreneur, relies on first impressions, emotional appeal, and perceived lifestyle benefits. Although trained in adaptive selling, Ajay tends to use his own analytical communication style with both clients. Using adaptive selling principles, explain how Ajay should modify his sales approach for each client to enhance engagement and conversion. Illustrate your answer using relevant communication theories and personality-based adaptation models. (10 Marks)

Ans 1.

Introduction

Adaptive selling is the practice of altering sales behaviors during a customer interaction based on perceived information about the nature of the selling situation. Research by Weitz, Sujan, and Sujan established that adaptive sellers consistently outperform non-adaptive ones because they match their communication approach to the cognitive and emotional style of each buyer rather than defaulting to a single preferred style. Ajay’s failure to adapt despite training is the central problem here: he is analytically strong but socially inflexible. The two clients in front of him represent almost polar opposite personality and decision-making profiles, and a uniform approach will fail with at least one of

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Q2 (A). A fast-growing e-commerce fashion brand faces high product return rates and declining customer loyalty despite strong initial sales. Management plans to use CRM-based post-purchase engagement through email, SMS, app notifications, and social media. As CRM manager, suggest how such multi-channel engagement can reduce returns and improve loyalty while avoiding customer irritation or privacy concerns. (5 Marks)

Ans 2(A).

Introduction

High return rates in fashion e-commerce are typically caused by size or fit disappointment, product quality mismatch, and impulse purchases made without sufficient decision confidence. CRM-based post-purchase engagement can address all three by intervening at the right moment through the right channel with the right message.

Concept and Application

Multi-channel CRM engagement works when it is triggered by customer behavior, personalized to

 

Q2 (B). A national retailer experiences poor coordination, overlapping responsibilities, and inconsistent performance among sales teams during product launches. Management has relied on tighter deadlines and strict monitoring, resulting in burnout and low morale. Assess the effectiveness of these efficiency policies and suggest how team policies can be adjusted to improve coordination and performance without harming employee well-being. (5 Marks)

Ans 2(B).

Introduction

The retailer’s management response of tighter deadlines and stricter monitoring has addressed the symptoms of poor launch performance while worsening the underlying causes. Burnout and low morale are not side effects of this approach. They are its logical outcome when applied to structural coordination problems that pressure management alone cannot fix.

Concept and Application

Research on team performance distinguishes between coordination problems, which are structural and require role clarity and process design, and motivation problems, which are behavioral and require incentive or leadership interventions. The retailer’s issues are primarily structural, but the management

 

Integrated Marketing Communications

Jun 2026 Examination

 

 

Q1. A national supermarket chain is facing declining customer visits due to intense competition from new online retailers. To counter this trend, its marketing director wants to use a combination of traditional paper coupons in weekly flyers and digital coupon codes via loyalty apps. The director is aware that while coupons can attract both new and repeat customers, poorly targeted offers might erode profits or fail to drive enough store traffic. The director asks the team to design a coupon strategy that increases footfall, leverages past purchasing data, and maintains profitability during the next quarter. How should the marketing team apply coupon-based promotion models to optimize both customer acquisition and retention for the supermarket chain, ensuring increased store visits without sacrificing long-term profitability? Support your answer with relevant frameworks and practical steps. (10 Marks)

Ans 1.

Introduction

Coupon-based promotions are among the most measurable and flexible tools in retail marketing because they can be designed to attract specific customer segments, drive basket size, and increase visit frequency simultaneously. For a supermarket chain losing footfall to online retailers, coupons serve a strategic purpose beyond price reduction. They create a reason for physical store visits that online platforms cannot replicate in the same way. The challenge is targeting. Poorly targeted coupons either attract customers who would have visited anyway, simply reducing revenue, or attract price-sensitive shoppers who do not return once the discount ends. A data-driven coupon strategy resolves this by matching offer type, depth, and format to actual customer behavior rather than distributing discounts

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Q2 (A). A global beverage brand, operating in multiple culturally diverse regions, is reviewing its IMC planning process. Recently, local marketing teams have argued for more tailored communication budgets reflecting unique audience preferences and competitive pressures. However, headquarters insists on uniform budget allocations for simplicity and global brand consistency. This has resulted in underperforming campaigns in some markets and complaints from local managers about missed opportunities. Critically evaluate the brand’s centralized versus localized approach to communication budget allocation. How should the company balance global efficiency with local effectiveness, and what strategies would you propose to reconcile conflicting stakeholder perspectives while safeguarding brand equity? (5 Marks)

Ans 2(A).

Introduction

The tension between centralized global consistency and localized market effectiveness is one of the most persistent challenges in IMC planning for multinational brands. Evidence that campaigns are underperforming in specific markets while local managers report missed opportunities signals real commercial losses that the efficiency of centralization does not justify.

Concept and Application

IMC budget allocation decisions sit at the intersection of brand governance and market effectiveness. Centralization provides control and scale efficiency. Localization provides market relevance and competitive

 

 

Q2 (B). A fintech startup is launching a new financial planning app and must choose a spokesperson for its advertising campaign. Their options include a Bollywood celebrity with mass appeal, a respected industry analyst, and relatable social media influencers who mirror the target audience’s demographics. Senior leadership is debating which spokesperson will best establish trust, credibility, and relatability, with concerns about misuse of popularity over substance or vice versa. The startup aims to optimize both short-term downloads and long-term brand trust. Evaluate the appropriateness of each spokesperson option, celebrity, industry expert, and social influencer, for the fintech startup’s campaign. Critique the potential impact on credibility, relatability, and consumer trust, and justify your recommendation with reference to source characteristics and alignment with target audience needs. (5 Marks)

Ans 2(B).

Introduction

Spokesperson selection for a financial planning app is a high-stakes communication decision because the product’s core value proposition is trust. Unlike a lifestyle product where aspiration drives purchase, a financial app must overcome skepticism about data security and advice quality before users will share their financial information. The Ohanian source credibility model identifies three determinants of spokesperson effectiveness: attractiveness, trustworthiness, and

 

Brand Management

Jun 2026 Examination

 

 

Q1. A once-popular national snack brand, CrunchTime, faded into obscurity after decades of declining sales, product stagnation, and changing consumer habits. Under new ownership, the CEO is launching an initiative to reintroduce CrunchTime by modernizing the packaging, updating recipes for healthier ingredients, and employing digital marketing with influencer partnerships. While long-time fans recall the brand fondly, younger generations are unaware of its history. Management’s goal is to revitalize CrunchTime so that it appeals to both nostalgic former customers and health-conscious millennials. Given the scenario, how should the revived snack company leverage both nostalgia and modern consumer trends to reposition its brand in today’s market? What practical steps should be taken to apply revitalization tactics that blend legacy with contemporary relevance? (10 Marks)

Ans 1.

Introduction

Brand revitalization is the strategic process of restoring a dormant or declining brand to competitive relevance by reconnecting with its dormant equity while creating new relevance for emerging consumers. CrunchTime possesses two assets that most new brands must spend years building: an emotional legacy with a loyal older generation and the freedom of a blank slate with younger consumers who carry no negative associations. The challenge is not choosing between nostalgia and modernity but engineering a revitalization strategy that allows both audiences to simultaneously find themselves reflected in the brand. This requires a deliberate multi-front approach that treats the brand’s history as

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Q2 (A). An innovative technology conglomerate is preparing for international expansion by launching entirely new product categories (hardware, software, digital services) in emerging markets. Past brand extension efforts within a single category succeeded, but prior unrelated extensions caused confusion, leading to negative customer feedback. Leaders are debating between a branded house and a house of brands strategy for these launches, weighing concerns around customer trust, speed to market, complexity, and long-term brand equity. Evaluate the merits and drawbacks of pursuing a branded house strategy versus a house of brands approach in this expansion scenario. Given past extension failures and the diversity of new offerings, which strategy would best balance customer clarity, strategic risk, and long-term equity? Justify your position with reference to relevant principles from the provided context. (5 Marks)

Ans 2(A).

Introduction

The choice between a branded house and a house of brands is one of the most consequential brand architecture decisions a company can make, particularly during international expansion. For this technology conglomerate, the decision is complicated by two specific contextual realities: a track record of confusion when extending into unrelated categories, and the simultaneous launch of three very different product types in unfamiliar markets. Getting this architecture wrong will amplify both

 

Q2 (B). A leading global sportswear company, recognized for its innovative products and athlete endorsements, is experiencing a sharp decline in brand equity due to a recent controversy regarding sustainability practices. Senior management is divided: one group believes doubling down on high-profile sponsorships and advertising campaigns can restore trust, while another insists on radical operational transparency and community engagement initiatives. The organization must decide which approach is most likely to rebuild strong emotional connections with consumers and restore premium brand equity, given shifting consumer expectations. Evaluate the merits and potential drawbacks of each recovery strategy in the context of brand equity and consumer-based brand equity (CBBE) model. Which approach would you recommend to revitalize brand equity and why? Critically justify your recommendation by considering multi-stakeholder perspectives and long-term brand outcomes. (5 Marks)

Ans 2(B).

Introduction

When brand equity declines due to a sustainability controversy, the company faces a credibility deficit that advertising cannot fill. Keller’s Consumer-Based Brand Equity model identifies brand salience, performance, imagery, judgments, feelings, and resonance as the building blocks of strong equity. The sustainability controversy has directly damaged brand judgments and feelings, which sit in the upper layers of the CBBE pyramid and require substance-based repair rather than communications-based

 

Organizational Development and Change

Jun 2026 Examination

 

 

Q1. A leading manufacturing company is facing high employee turnover and inconsistent product quality across different plants. The management plans to introduce an Organization Development (OD) initiative using the General Model of Planned Change. They want to ensure that each plant’s unique culture is respected and that employees at all levels are involved in identifying and solving the problems. Apply the General Model of Planned Change to explain how the organization can address turnover and quality issues while ensuring employee participation and sustainable results across plant locations. (10 Marks)

Ans 1.

Introduction

The General Model of Planned Change provides a structured framework for guiding organizations through deliberate, evidence-based transformation. Unlike reactive management interventions that address symptoms, planned change begins with rigorous diagnosis of root causes and proceeds through sequenced phases that build internal capability and commitment. For a manufacturing company experiencing high turnover and inconsistent quality across multiple plants, this model is particularly appropriate because both problems are likely rooted in behavioral and cultural factors that vary by location. These cannot be solved through uniform top-down policy mandates imposed without understanding each plant’s specific context and engaging its workforce in co-designing

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Q2 (A). A technology startup plans to introduce the OCTAPACE framework to build a collaborative and innovative culture. However, the HR team is inexperienced, budgets are limited, and employees are skeptical due to past failed change initiatives. Evaluate the risks and opportunities of implementing the OCTAPACE framework under these constraints. What should the organization focus on first to build employee trust and support? (5 Marks)

Ans 2(A).

Introduction

The OCTAPACE framework, developed by Udai Pareek, identifies eight cultural values: Openness, Confrontation, Trust, Authenticity, Proaction, Autonomy, Collaboration, and Experimentation. For a startup with an inexperienced HR team, limited budget, and employee skepticism from past failures, implementing this framework carries real risks alongside genuine opportunity.

Concept

 

Q2 (B). A large insurance company launches a new digital platform, expecting a seamless transition through systematic planned change. However, resistance emerges as employees express fears about job security, confusion over new processes, and a lack of trust in leadership’s motives. The implementation team focused almost exclusively on technical planning, with little effort to address emotional or psychological concerns. Stakeholder engagement was minimal and largely one-way. Evaluate the weaknesses of this change approach. What improvements are needed to address both technical and human factors in the transformation? (5 Marks)

Ans 2(B).

Introduction

The insurance company’s digital platform rollout has succeeded at the technical dimension of change while failing at the human dimension. This is the most common failure pattern in technology-driven transformations: the system works, but the people do not use it effectively because their concerns were never addressed.

Concept and Application

Kotter’s 8-Step Change Model and Prosci’s ADKAR model both emphasize that technical implementation is a small fraction of successful change. The majority of change management effort should address Awareness, Desire, Knowledge, Ability, and Reinforcement among the people who must change their behavior. The insurance company invested in the technical system while almost entirely neglecting the

 

Industrial Relations and Labour Laws

Jun 2026 Examination

 

 

Q1. A technology consulting firm has a diverse workforce operating across multiple project teams. A recurring issue of perceived favoritism in project assignments and performance appraisals has been reported, leading to several formal employee grievances citing bias and lack of transparency in managerial decisions. Team morale is low, productivity is declining, and key talent is considering exit. The HR department has no formalized procedure for grievance redressal and is under pressure from leadership to design an effective mechanism to address concerns and rebuild trust. Apply established grievance procedure frameworks to this scenario, outlining the steps the HR department should implement for effective grievance resolution. How can these procedures be tailored to ensure fairness, transparency, and timely outcomes in the organization’s context? (10 Marks)

Ans 1.

Introduction

A grievance is any real or perceived cause of dissatisfaction that an employee believes the organization has the power to address. When grievances about favoritism and bias accumulate without a formal resolution channel, they do not disappear. They travel through informal networks, amplify morale damage, and eventually manifest as attrition of precisely the employees the organization most needs to retain. For the technology consulting firm, the absence of a formalized grievance procedure is not just an HR gap. It is a governance gap that exposes the company to legal risk under the Industrial Disputes Act, 1947 and undermines the psychological contract between employees

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Q2 (A). GlobalAuto Ltd., a multinational automotive company operating in India, faces different demands from trade unions at various levels. Local unions are demanding higher wages, the national federation is seeking policy changes on contract labour, and the international federation is insisting on compliance with global labour standards. Evaluate how the company should manage these different union demands (Local, National, International). Suggest measures to maintain industrial harmony while protecting its reputation and operational stability. (5 Marks)

Ans 2(A).

Introduction

GlobalAuto faces a multi-level industrial relations challenge where union demands operate simultaneously at local, national, and international levels with different motivations and leverage mechanisms. Managing these demands requires a differentiated approach at each level while maintaining a coherent company-wide IR strategy.

Concept and Application

Industrial relations theory recognizes that unions at different levels have different bargaining priorities. Local unions are closest to shop-floor conditions and most likely to take immediate disruptive action. National federations influence legislation and policy. International federations exert reputational pressure through global networks. Each requires a distinct engagement strategy rather than a single uniform response.

Managing Local Union Wage

 

Q2 (B). A multinational tech company operating in India is revising its Industrial Relations (IR) policy to comply with new labour laws. Some managers support a strict legal compliance approach, while others prefer a more inclusive and flexible IR policy that promotes employee engagement. Analyze the difference between strict legal compliance and inclusive IR policy approaches. Suggest which approach would be more suitable for the company’s long-term growth. (5 Marks)

Ans 2(B).

Introduction

The debate between strict legal compliance and inclusive IR policy reflects a fundamental question: does the company want to manage its workforce relationship or invest in it? For a multinational tech company in India’s competitive talent environment, this is not philosophical. It has direct consequences for retention,

 

Compensation and Benefits

Jun 2026 Examination

 

 

Q1. Elite Retailers Pvt. Ltd., a pan-India retail chain, recently conducted an internal audit and found inconsistencies in pay scales for similar roles across regions. Employee dissatisfaction is increasing, especially among high-performing female staff. The HR department is tasked with reviewing and standardizing compensation structures to ensure equity and compliance with statutory pay regulations like the Equal Remuneration Act. The management wants to ensure legal protection, organizational fairness, and an improvement in trust and retention rates. Apply the principles of compensation compliance to recommend a standardized compensation framework for Elite Retailers Pvt. Ltd. How can the HR team ensure both legal compliance and internal equity while addressing current employee grievances and enhancing organizational morale? (10 Marks)

Ans 1.

Introduction

Compensation inconsistency in a pan-India retail chain is both a legal liability and a cultural problem. When employees performing identical roles at different locations receive different pay, the organization violates the principle of internal equity and, when the disparity correlates with gender, runs into direct conflict with the Equal Remuneration Act, 1976, which mandates equal pay for equal work regardless of gender. For Elite Retailers, the audit finding that high-performing female staff are disproportionately dissatisfied is a red flag that suggests the inconsistency is not merely regional variation but potentially discriminatory in pattern. Addressing this requires a structured compensation framework built on job evaluation, pay band standardization, statutory compliance, and transparent

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Q2 (A). A large manufacturing firm operates in multiple regions with varying costs of living. Employees in high-cost areas express dissatisfaction, believing the compensation strategy lacks external competitiveness and does not address their local realities. Simultaneously, the company’s centralized HR policy emphasizes uniform pay structures to reinforce a sense of fairness and internal equity. The senior HR manager asks you to assess whether the current approach best serves the organization’s needs. Assess the pros and cons of maintaining standardized pay structures versus adopting geographically-adjusted compensation in a multi-regional organization. (5 Marks)

Ans 2(A).

Introduction

The tension between standardized pay and geographically adjusted compensation reflects a fundamental conflict in compensation philosophy: internal equity versus external competitiveness. For a multi-regional manufacturing firm, neither approach is universally correct, and the right answer depends on which problem is causing more harm at a given moment.

Concept and

 

Q2 (B). A tech startup recently adopted an AI-powered platform to automate payroll and compensation adjustments. While efficiency improved, employees questioned how the system uses their data and raised concerns about algorithmic bias. Regulators are also increasing scrutiny over privacy practices in AI compensation tools. Leadership must now decide whether to revisit their technology strategy, enhance transparency, or revert to manual oversight. Assess the legal and ethical implications of utilizing AI-driven compensation systems, especially concerning data privacy and potential bias. (5 Marks)

 

 

Ans 2(B).

Introduction

AI-driven compensation systems offer genuine efficiency gains, but they introduce legal and ethical risks that are not present in manually administered systems. When an algorithm determines or adjusts compensation, the basis for those decisions must meet the same standards of fairness and compliance as human decisions, and in some respects higher standards because algorithmic outputs scale much faster across a workforce.

Concept and Application

The legal and ethical concerns raised

 

Strategic Cost Management

Jun 2026 Examination

 

 

Q1. A diversified electronics manufacturer produces both high-volume smartphones and low-volume specialty devices. Using traditional costing, the company found that many overhead costs were being assigned uniformly, resulting in misleading information about the profitability of each product line. After complaints from the product management team that specialty devices appeared unprofitable, the finance director wants to implement Activity-Based Costing (ABC) to analyze where overhead costs are truly incurred. By identifying cost pools and drivers, the company hopes to make informed decisions regarding pricing and product mix to enhance competitiveness. Applying the ABC framework, how should the company restructure its cost allocation process to obtain a more accurate understanding of product-level profitability? Discuss the steps involved in implementing ABC and recommend actions for product mix and pricing decisions based on these new cost insights. (10 Marks)

Ans 1.

Introduction

Traditional costing allocates overhead costs based on broad volume-based drivers such as labour hours or machine hours. This approach works reasonably well when products are similar in nature and production processes are uniform. However, when a company produces both high-volume standardized products and low-volume complex products, traditional costing systematically distorts profitability by over-costing high-volume products and under-costing low-volume products. For this electronics manufacturer, smartphones and specialty devices differ fundamentally in production complexity, setup requirements, and engineering support needs. Activity-Based Costing resolves this distortion

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Q2 (A). A leading infrastructure firm is considering a major investment in new plant machinery and wants to ensure a thorough understanding of all costs over the asset’s lifecycle. The management team is concerned about not only the initial and operating expenses but also the long-term risk, maintenance, residual, financing, inflationary, and external environmental costs. With the increasing emphasis on sustainable practices and financial prudence, the CEO asks the finance team to develop a detailed Life Cycle Costing (LCC) analysis. Critically evaluate the importance of identifying and integrating each major cost component in the Life Cycle Costing (LCC) analysis for the firm’s investment decision. Justify how a comprehensive approach to LCC can help the company balance profitability, risk, and sustainability across the asset’s lifespan. (5 Marks)

Ans 2(A).

Introduction

Life Cycle Costing is a capital investment evaluation technique that captures all costs associated with an asset from acquisition through operation to disposal. Traditional investment appraisal focuses primarily on purchase price and immediate operating costs, which systematically underestimates the true total cost of ownership. For a major infrastructure firm investing in plant machinery, overlooking maintenance trajectories, environmental compliance costs, or inflation-adjusted

 

 

Q2 (B). A company is considering two alternative production processes for manufacturing its product. Process X incurs annual fixed costs of Rs.8,00,000 and has a variable cost per unit of Rs.180, while Process Y requires an investment that increases the annual fixed costs to Rs.12,00,000 but lowers the variable cost per unit to Rs.140. The selling price per unit remains constant at Rs.280 for both processes. If market analysis predicts that actual demand may fluctuate between 15,000 and 30,000 units per year, calculate the break-even quantity for each process, then determine over what exact range of sales volumes Process Y becomes more profitable than Process X (ignore taxes and assume all units produced are sold). Clearly justify your reasoning numerically at all key decision points. (5 Marks)

Ans 2(B).

Introduction

Break-even analysis is a critical tool in strategic cost management for comparing alternative production processes. When a company considers investing in automation or upgraded processes that increase fixed costs while reducing variable costs, the break-even point and the indifference point help management decide the volume range over which the new process becomes financially superior. This analysis directly supports the capital investment decision and production

Financial Derivatives

Jun 2026 Examination

 

 

Q1. Meera is an investor interested in Solarwave Industries Ltd, currently trading at Rs.950 per share. She is considering two option contracts: A call option with a strike price of Rs.920 and a premium of Rs.60 per share. A put option with a strike price of Rs.980 and a premium of Rs.70 per share. Calculate the intrinsic value, and profit or loss for both the call and put options if the stock price rises to Rs.940 at expiry and if the stock price remains at Rs.950 at expiry. Also calculate the initial time value of both call and put options at the time of purchase. Further, comment on the minimum stock price at expiry at which Meera will start making a profit on the call option and the maximum stock price at expiry at which she will start making a profit on the put option. (10 Marks)

Ans 1.

Introduction

Options are derivative contracts that give the buyer the right, but not the obligation, to buy or sell an underlying asset at a predetermined strike price before or at expiry. A call option gives the buyer the right to buy shares, while a put option gives the right to sell. The buyer pays a premium upfront for this right. The profitability of an option at expiry depends on the relationship between the market price of the underlying and the strike price, compared against the premium paid. Understanding intrinsic value, time value, and breakeven points is essential for evaluating

 

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Q2 (A). Arjun, an investor, buys 40 futures contracts of XYZ Motors Ltd. at a futures price of Rs.1,500 per share. Each contract represents 25 shares. The exchange follows daily mark-to-market (MTM) settlement. Over the next three days, the closing futures prices are Rs.1,480 on Day 1, Rs.1,520 on Day 2, and Rs.1,510 on Day 3. Calculate Arjun’s daily profit or loss based on the change in futures prices each day. Also determine the total net gain or loss after three days of MTM settlement. (5 Marks)

Ans 2(A).

Introduction

Mark-to-Market settlement is a daily process in futures trading where gains and losses are calculated based on the change in closing futures prices each day and credited or debited to the investor’s margin account. Unlike options, futures are binding contracts, and the MTM mechanism ensures that profit and loss is settled daily rather than accumulated until expiry. This prevents default risk by adjusting each party’s account every

 

 

 

Q2 (B). Global Auto Components Ltd., an Indian company operating in Europe, earns revenue in Euros but has long-term debt in Indian Rupees. Due to exchange rate fluctuations, its debt servicing costs have become uncertain. To manage this currency risk, the company enters into a five-year, privately negotiated agreement with an international financial institution to better match its debt obligations with its foreign currency earnings. Identify the type of financial contract entered into by Global Auto Components Ltd. and explain how such contracts play a crucial role in cross-border transactions. (5 Marks)

Ans 2(B).

Introduction

Global Auto Components Ltd. has entered into a Currency Swap, specifically a cross-currency interest rate swap. This is a privately negotiated, over-the-counter derivative contract where two parties agree to exchange principal amounts and interest payments in different currencies over a specified period. The five-year duration, the bilateral negotiation with a financial institution, and the objective of aligning Euro earnings with Rupee debt obligations are all defining characteristics of this

Strategic Sourcing and E-Procurement

Jun 2026 Examination

 

 

Q1. Stellar Manufacturing Ltd., a supplier of industrial components, has observed that its high procurement costs are limiting profitability. An internal audit found reactive purchasing, lack of consolidated vendor contracts, and minimal use of cost analysis tools. Management has asked the procurement team to implement a robust cost optimisation strategy focusing on procurement budgeting, advanced spend analysis, and supplier consolidation. As the team transitions from ad hoc buying toward a data-driven, strategic sourcing approach, they must demonstrate cost savings without sacrificing quality or disrupting supply continuity.

How should Stellar Manufacturing Ltd.’s procurement team apply procurement budgeting and spend analysis frameworks to optimise costs, consolidate suppliers, and ensure purchases remain aligned with business objectives? Illustrate how these tools can support both short-term savings and long-term operational value. (10 Marks)

Ans 1.

Introduction

Stellar Manufacturing Ltd. is caught in a cycle that many mid-sized manufacturers fall into buying reactively, dealing with multiple vendors without consolidated contracts, and having no real visibility into where money is actually going. This is not simply a cost problem. It is a structural problem with how procurement is organized and managed. When purchases are made on an ad hoc basis, the company loses negotiating leverage, misses volume discounts, and wastes management time on transactions that could be standardized. Procurement budgeting and spend analysis are the two foundational

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Q2 (A). A multinational company is deciding between using an RFP (Request for Proposal) or an RFQ (Request for Quotation) for sourcing a new category of logistics services. The company’s logistics requirement is well-defined and commoditised, but senior management is concerned about ensuring long-term service quality and opportunities for potential innovation. Procurement suggests using the RFQ process to maximize price competition and efficiency, while operations advocates for an RFP to encourage value-added solutions.

Evaluate the merits and limitations of choosing RFQ versus RFP for this logistics sourcing need, considering both strategic and operational perspectives. (5 Marks)

Ans 2(A).

Introduction

The choice between an RFQ and an RFP is not simply a procedural one it reflects the company’s broader sourcing philosophy. An RFQ optimizes for price on a defined specification, while an RFP opens space for suppliers to propose differentiated solutions. When both efficiency and innovation matter, the choice becomes genuinely complex.

Concept and

 

Q2 (B). A large multinational corporation has recently adopted a cloud-based e-procurement system to manage thousands of vendors across multiple continents. Although real-time analytics and automated compliance checks have been introduced, the company still encounters frequent supply interruptions due to unstable geopolitical conditions and sudden regulatory changes. Senior management is debating whether advanced digital tools or more robust governance committees should be prioritized to mitigate these risks.

Evaluate the merits and limitations of relying on advanced digital procurement tools for managing complex supply risks in this global context and justify your recommendation based on the scenario’s challenges. (5 Marks)

Ans 2(B).

Introduction

Global supply chains are inherently exposed to risks that no single technology can fully anticipate or resolve. Geopolitical disruptions and sudden regulatory changes are not data problems they are judgment problems. While digital procurement tools offer significant capabilities, the debate over whether technology or governance should take precedence reveals a fundamental misunderstanding: the two are not alternatives, they are complements.

Concept and

 

Capital Market and Portfolio Management

Jun 2026 Examination

 

 

Q1. An individual investor, Mr. Arjun, recently opened a trading account and wants to invest in equity shares listed on the stock exchange. While placing his first order, he notices several trading terms such as market order, limit order, bid price, ask price, and order matching mechanism on the trading platform. Since he is new to the stock market, he wants to understand how the stock market trading mechanism works before making investment decisions. Question: Explain the structure of the capital market and the trading mechanisms used in modern stock exchanges. In your answer, discuss the role of stock exchanges, brokers, order types, and electronic order matching systems in facilitating efficient trading. (10 Marks)

Ans 1.

Introduction

The capital market is the segment of the financial system where long-term financial instruments such as equity shares, bonds, and debentures are bought and sold between investors and companies. It plays a critical role in channelling savings into productive investments by connecting those who need capital with those who have surplus funds. For a new investor like Mr. Arjun, understanding how capital markets are structured and how trading actually happens on modern stock exchanges is the essential first step before committing any funds. Without this understanding, even sound

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Q2 (A). A senior manager at an investment firm receives confidential information that a listed company is about to announce a major merger that will significantly increase its share price. Before the news becomes public, the manager considers purchasing shares of the company for personal gain. Question: Identify the ethical and regulatory issues involved in this situation. Explain how securities regulators such as SEBI ensure fair and transparent functioning of capital markets. (5 Marks)

Ans 2(A).

Introduction

The situation described is a clear case of insider trading, one of the most serious violations in capital market regulation. The senior manager possesses material non-public information about a forthcoming merger and is considering using that information to personally profit before the announcement reaches other market participants. This behavior is both ethically indefensible and legally prohibited under Indian securities law.

Concept and Application

Insider trading occurs when a person with access to price-sensitive, non-public information about a listed company trades in its securities before that information is publicly disclosed. The ethical problem is fundamental: when privileged information is used for personal gain, the market is no longer a level playing field. Other investors who do not have access to the same information make decisions based on incomplete knowledge, resulting in unfair losses or missed gains. The senior manager’s fiduciary duty to the

 

 

 

Q2 (B). An investor wants to evaluate the performance of a mutual fund using different risk-adjusted performance measures. The following information is available: Return of the Portfolio (Rp): 14%, Risk-Free Rate (Rf): 6%, Market Return (Rm): 12%, Beta of Portfolio (p): 1.2, Standard Deviation of Portfolio (p): 10%. Required: a) Calculate the Sharpe Ratio of the portfolio. b) Calculate the expected return using CAPM. c) Calculate Jensen’s Alpha and interpret whether the portfolio has outperformed the market. (5 Marks)

Ans 2(B).

Introduction

Risk-adjusted performance measures are essential tools for evaluating whether a portfolio manager has delivered returns that justify the level of risk taken. The Sharpe Ratio measures return per unit of total risk, CAPM provides the expected return for the level of systematic risk the portfolio carries, and Jensen’s Alpha measures whether the portfolio has generated returns above or below what CAPM predicts. Together, these three measures give a comprehensive picture of portfolio

Business Valuation

Jun 2026 Examination

 

 

Q1. Ms. Neha plans to invest Rs.8,00,000 in a fixed deposit for 7 years at an annual interest rate of 12%. Calculate the Effective Annual Rate (EAR) and the maturity value (future value) of the investment assuming interest is compounded once a year, 2 times a year, 4 times a year, and every month. Comment on the results. (10 Marks)

Ans 1.

Introduction

The time value of money is a fundamental concept in finance that recognizes that a rupee received today is worth more than a rupee received in the future. When an investment earns compound interest, the frequency of compounding directly affects the actual return earned and the final maturity value. The Effective Annual Rate reflects the true annualized return after accounting for the number of compounding periods within a year. A higher compounding frequency results in a higher EAR and therefore a larger maturity value, even though the nominal annual rate remains the same. This principle has important implications for investment decisions, loan comparisons, and business

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Q2 (A). BlueWave Infrastructure Ltd. is being evaluated for acquisition by a private equity firm. During negotiations, both parties agree that the company’s assets and liabilities should not be considered at their historical book values shown in the balance sheet. Instead, independent professional valuers are appointed to reassess all major assets and liabilities at their fair market value as on the valuation date before determining the company’s overall worth. Identify the valuation method being used and explain how it is calculated. Also discuss its relevance in this situation. (5 Marks)

Ans 2(A).

Introduction

The valuation method being used in this scenario is the Adjusted Net Asset Value method, which is a variant of the asset-based approach to business valuation. Unlike the book value method that relies on historical cost figures from financial statements, the Adjusted NAV method restates all assets and liabilities at their current fair market value as on a specific valuation date. This makes it one of the most reliable methods for acquisition transactions where both parties need an economically

 

Q2 (B). XYZ Retail Ltd, a chain of supermarkets operating across South India, reported the following financial data for the year ended March 2026: Net Profit after Tax: Rs.8,00,000, Shareholders’ Equity: Rs.40,00,000, Total Revenue: Rs.1,20,00,000, Total Assets: Rs.60,00,000. Based on the above information, calculate the Return on Equity (ROE) and Asset Turnover Ratio. Briefly interpret what these ratios indicate about the company’s profitability and efficiency. (5 Marks)

Ans 2(B).

Introduction

Financial ratios translate raw accounting figures into meaningful performance indicators that help investors, management, and acquirers assess a company’s operational effectiveness and return generation capacity. Return on Equity measures how efficiently the company generates profits from shareholders’ capital, while the Asset Turnover Ratio measures how effectively total assets are used to generate revenue. Together these two ratios provide insight into both profitability and

 

Consumer Behaviour

Jun 2026 Examination

 

 

Q1. A well-known luxury car company is developing a new flagship vehicle targeting affluent professionals who view their possessions as symbols of success and identity. The marketing team wants the car to become an extension of the owner’s self-image and to personify sophistication, innovation, and status. They seek ways to infuse the brand’s personality into every customer touchpoint from product design to digital content in order to foster emotional attachment and drive premium positioning. Explain how the concepts of extended self and brand personification can be used in the design and communication of the new vehicle to emotionally engage this customer segment. Suggest suitable marketing actions. (10 Marks)

Ans 1.

Introduction

In consumer behaviour, the relationship between a person and a high-involvement product like a luxury car goes far beyond functional utility. Affluent professionals do not simply buy a vehicle for transportation. They buy a statement about who they are, what they have achieved, and how they want to be perceived. Two psychological concepts explain and guide this relationship most powerfully: the extended self, which describes how people incorporate possessions into their self-concept, and brand personification, which describes how consumers attribute human personality traits to a brand. For a luxury car company, mastering both concepts in product design and marketing communication is the difference between selling a car and building a deeply personal, emotionally anchored brand

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Q2 (A). An established luxury car manufacturer notices a decline in sales among younger consumers, despite high product quality and a prestigious brand image. Internal research reveals that the brand’s advertising and showroom layouts highlight tradition and exclusivity, but do not resonate with the values and selective attention of the new generation, who prioritize innovation and sustainability. Complicating matters, repositioning risks alienating loyal customers expecting continuity. Using the concept of perceptual selection (expectations and motives), explain why younger consumers may not respond to the brand’s current marketing messages. Suggest suitable marketing improvements. (5 Marks)

Ans 2(A).

Introduction

Perceptual selection explains why consumers notice, process, and respond to certain stimuli while ignoring others. It is governed by two internal forces: expectations, which are beliefs formed by prior experience and cultural context, and motives, which are the active needs and values driving behavior at a given time. The luxury car brand’s messaging problem with younger consumers is fundamentally a perceptual mismatch, not a product quality failure.

Concept and Application

Perception is selective by nature. The human mind filters out stimuli that do not align with existing expectations or active motivations

 

Q2 (B). A consumer packaged goods company launches a new organic snack line using traditional marketing (health/safety benefits). Despite initial trials, brand loyalty is low. Motivational research reveals deeper desires: buyers want to feel connected to a community of health-conscious individuals (affiliation) and gain respect for their choices (esteem). In a strategic meeting, executives debate whether to shift toward a purpose-driven branding focused on customer community and recognition, or to continue emphasizing rational product benefits. Explain how a purpose-driven branding approach based on these psychogenic needs could help build stronger consumer loyalty. (5 Marks)

Ans 2(B).

Introduction

Psychogenic needs are socially and psychologically derived motivations that drive consumer behavior at a deeper level than functional or safety needs. Maslow’s hierarchy and Murray’s list of psychogenic needs both recognize that affiliation and esteem are powerful motivators that, when satisfied by a brand experience, create emotional loyalty that rational product benefits alone cannot generate. The organic snack company’s low loyalty problem is a direct consequence of communicating at the wrong

 

Information Systems for Management

Jun 2026 Examination

Internal Assignment

Q1. ShopSwift is a fast-growing Indian e-commerce startup based in Bengaluru, processing over 50,000 orders daily. One Monday morning, customers began receiving emails from ShopSwift asking them to re-verify their payment details by clicking a link, emails that ShopSwift never sent. A quick investigation revealed that a disgruntled ex-employee still had active login credentials to ShopSwift’s customer database. Over the weekend, he had accessed 2 lakh customer records, including names, addresses, and masked credit card details, and sold the data to a phishing group. Further investigation revealed that ShopSwift had no multi-factor authentication in place, no policy for revoking access when employees left, and no intrusion detection system to flag unusual login activity. The incident has now drawn the attention of CERT-In, which has mandated a response within 6 hours under India’s cybersecurity reporting guidelines.

Identify three key IS security vulnerabilities in the ShopSwift case and recommend one practical solution for each to prevent such an incident from recurring. (10 Marks)

Ans 1.

Introduction

The ShopSwift breach is not a case of sophisticated hacking or advanced cyberwarfare. It is a case of fundamental information systems security failures that allowed an ordinary insider threat to escalate into a major data compromise affecting two lakh customers. When an ex-employee retains access to a live production database for long enough to extract and sell sensitive customer data over a weekend, the organization’s security posture has failed at the most basic level of access governance. The fact that CERT-In’s mandatory reporting mechanism was triggered indicates that this breach crossed the threshold of regulatory seriousness, making it not just an operational crisis but a compliance failure with legal consequences for ShopSwift’s

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Q2 (A). QuickKart is a Pune-based e-commerce startup that has grown rapidly by selling a mix of physical products and digital goods including e-books, online course subscriptions, and software licenses to tier 1 and tier 2 cities in India. With 8 lakh registered users and a growing mobile-first customer base, QuickKart is now facing a critical strategic decision. Customer data shows that 60% of new users access QuickKart via regional language interfaces, yet the platform currently operates only in English. Meanwhile, the digital goods segment is growing at 3x the rate of physical product sales, with zero delivery cost and significantly higher margins. Based on the information provided, should QuickKart prioritise expanding its digital goods catalogue or building a vernacular language interface? Justify your recommendation by evaluating the business value, customer impact, and growth potential of each option. (5 Marks)

Ans 2(A).

Introduction

QuickKart faces a strategic investment choice between deepening its high-margin product category and expanding its addressable customer base. Both options have genuine merit, but they operate on different timelines and serve different business objectives. The decision requires evaluating which investment creates greater compounding value given QuickKart’s current growth trajectory and market positioning.

Concept and

 

Q2 (B). MediTrack is a fast-growing Hyderabad-based health-tech startup that digitises patient records and appointment scheduling for 500+ clinics across India. Over the past year, the company scaled rapidly, onboarding new clinics, hiring remotely, and migrating all data to a cloud platform to manage growth. Three months ago, a ransomware attack encrypted MediTrack’s entire patient database. Operations came to a standstill for 72 hours, clinics could not access patient histories, appointments were cancelled, and the company received a ransom demand of Rs.50 lakhs. A post-incident audit revealed that MediTrack had no IS security policy governing employee device usage, no data encryption on its cloud platform, and no data backup or recovery plan in place. Explain how MediTrack’s failure to align its IS security practices with its growth strategy led to the ransomware crisis. Recommend three strategic measures the CTO should present to the board to ensure IS security becomes an organisational priority going forward. (5 Marks)

Ans 2(B).

Introduction

MediTrack’s ransomware crisis is a direct consequence of treating information systems as a growth enabler while ignoring their security dimension. When a company migrates sensitive patient data to the cloud and simultaneously onboards hundreds of new clinics and remote employees, every unprotected access point becomes a potential entry for attackers. MediTrack scaled its operations without scaling its security posture, and the 72-hour shutdown was the predictable result.

Concept and Application

Growth-stage startups routinely deprioritize IS security in favour of feature development, customer acquisition, and operational expansion. MediTrack’s leadership treated its cloud migration as an operational upgrade rather than a security-critical transition, which created three compounding vulnerabilities that the ransomware attack exploited

 

Organisational Theory, Structure and Design

Jun 2026 Examination

Internal Assignment

Q1. A fast-growing consumer goods company has recently restructured to become less hierarchical and more decentralized, empowering team leaders to make operational and strategic decisions. However, this shift has resulted in increased coalition-building and political maneuvering, as individual managers form alliances to gain support for competing product launches and resource access. Senior management is struggling to ensure these coalitions remain constructive and aligned with company values.

Apply the relevant political strategies and leadership models to guide how senior management should foster constructive politics while curbing destructive behaviors in this decentralized environment. What mechanisms can be put in place to encourage healthy coalition-building and discourage unethical political tactics? (10 Marks)

Ans 1.

Introduction

Decentralization is a structural decision with political consequences. When authority is distributed across multiple team leaders and each is empowered to make operational and strategic decisions, competition for resources, visibility, and organizational influence naturally follows. Coalition-building in such environments is not inherently problematic. It reflects the reality that in decentralized organizations, decisions require broader buy-in and individuals seek allies to advance their priorities. The challenge for senior management is not to eliminate organizational politics, which is impossible, but to shape the conditions under which political behaviour occurs so that it remains constructive and value-aligned rather than destructive and self-serving.

Concept and Application

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Q2 (A). An established Indian manufacturing company, long oriented toward cost leadership in domestic markets, is considering substantial investments in electric vehicle (EV) technology. This strategic shift is motivated by global sustainability trends, strict environmental regulations, and government initiatives like Atmanirbhar Bharat. Shareholders are concerned about high initial costs and uncertain market demand, while management believes early adoption will provide a competitive advantage. Evaluate the risks and opportunities involved in reallocating resources toward EV technology under the current Indian strategic management context. (5 Marks)

Ans 2(A).

Introduction

A manufacturing company built on cost leadership faces a genuine strategic inflection point when considering EV technology investment. The competitive logic of cost leadership depends on operational efficiency in known product categories. EV technology introduces not just new products but an entirely different value chain, which creates both significant opportunity and significant risk depending on how

 

Q2 (B). EcoTech, a medium-sized engineering firm, has traditionally thrived using a strong classical approach, clear hierarchy, rigid procedures, and standardized roles. However, recent staff surveys reflect declining engagement and innovation, while new entrants outpace EcoTech in adapting to changing market needs. The CEO considers pivoting towards a more modern systems-based management style, but senior managers are concerned about losing control and creating confusion. Evaluate the merits and drawbacks of shifting from a classical to a modern, systems-based approach in EcoTech’s context. (5 Marks)

Ans 2(B).

Introduction

EcoTech’s situation captures one of the most common organizational dilemmas in medium-sized engineering firms: a management model that delivered past success is now creating the conditions for future decline. The classical approach that built EcoTech’s operational consistency is the same approach that is limiting its adaptability and suppressing the employee-driven innovation it needs to compete with more agile

 

Supply Chain Management

Jun 2026 Examination

 

 

 

Q1. A multinational electronics retailer operates 50 stores across India and currently manages inventory separately at each location. After noticing excessive safety stock and rising warehousing costs, management is considering shifting to a centralized distribution strategy using regional distribution centers. However, executives are concerned about higher transportation costs and longer delivery times to remote stores.

Apply the concept of inventory aggregation to recommend how the retailer should redesign its inventory network. Suggest three specific actions the company should take and justify how these actions will reduce safety stock while maintaining service levels. (10 Marks)

Ans 1.

Introduction

Managing inventory across 50 individual store locations creates a fragmented system where each store buffers against its own demand uncertainty independently. This leads to duplication of safety stock and inflated warehousing costs across the network. Inventory aggregation offers a solution by pooling demand variability across locations through centralized or regional distribution centers. When demand is pooled, statistical fluctuations offset each other, reducing the total safety stock the company needs to hold. This principle known as the risk-pooling effect is the core rationale behind redesigning the retailer’s inventory network.

Concept and Application

Inventory aggregation works on a straightforward

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Q2 (A). A major Indian retail company is planning transportation for the upcoming festive season, needing to serve both urban and rural markets while balancing speed, cost, and reliability. The firm is considering a mix of air, road, and rail transport along with GPS-enabled route optimization, but faces challenges such as uneven infrastructure, high fuel costs, and last-mile delivery issues in remote areas.

Recommend a suitable multimodal transportation strategy for the festive season. Recommend three specific points and evaluate your choice based on cost, speed, reliability, or infrastructure considerations. (5 Marks)

Ans 2(A).

Introduction

The festive season creates a sharp demand surge across both urban and rural India, putting enormous pressure on transportation networks. A single-mode approach cannot efficiently balance the speed, cost, and reach required simultaneously. A well-designed multimodal transportation strategy combining rail, road, and limited air freight addresses each challenge while maximizing operational efficiency during this critical period.

Concept and

 

Q2 (B). A large FMCG company in India has introduced cloud systems, IoT sensors, and AI analytics in its supply chain. While these technologies have improved inventory visibility and responsiveness, the company has also faced data breaches and supplier concerns regarding data sharing. The leadership team is divided on whether to accelerate digital adoption or proceed more cautiously.

Evaluate the available options that would allow the company to move forward with digitalization while minimizing the risk of data breaches. Provide three specific points to justify your recommendation. (5 Marks)

Ans 2(B).

Introduction

Digitalization in supply chains is not a choice anymore it is a competitive necessity. However, moving faster without addressing security vulnerabilities would expose the company to even greater risks. The right path is neither a full acceleration nor a cautious retreat, but a structured approach that embeds cybersecurity and governance directly into the digital adoption

 

Corporate Finance

Jun 2026 Examination

 

 

Q1. A mid-sized Indian manufacturing firm is experiencing declining profitability despite steady revenue growth. The CFO attributes this to escalating operational costs and inefficient asset utilization, compounded by a recent spike in short-term liabilities. The company is considering introducing automated inventory management and tighter receivables policies, but also faces pressure from suppliers demanding shorter payment cycles. The management team must ensure operational efficiency while maintaining liquidity, without compromising on the firm’s ongoing investment in quality improvements and expanding production capacity. Drawing on working capital management concepts, how should the firm apply cash flow forecasting, inventory control, and receivables management strategies to optimize liquidity and operational efficiency in this scenario? What specific actions would you recommend to balance short-term obligations and strategic growth initiatives? (10 Marks)

Ans 1.

Introduction

Working capital management is at the heart of a manufacturing firm’s ability to sustain operations while growing. When revenue rises but profitability falls, the problem almost always traces back to how efficiently the company manages its current assets and current liabilities. For this manufacturing firm, the simultaneous pressure from supplier payment demands, rising operational costs, and inefficient asset utilization represents a classic working capital crisis. The situation is compounded by the firm’s need to invest in quality improvements and capacity expansion at the same time. Resolving this requires not just cost control but a structured reorientation of cash flow management, inventory

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Q2 (A). An Indian manufacturing firm is evaluating the purchase of a machine costing Rs.24,00,000 with the following expected operational data for 5 years: depreciation is calculated using the straight-line method over 5 years with zero salvage value. The machine will generate incremental cash inflows as per the table below. However, it requires an additional working capital investment of Rs.4,50,000 at the end of Year 1, recoverable fully at the end of Year 5. The firm’s cost of capital is 10% p.a. and corporate tax rate is 30%. Using the time value of money, determine whether the investment should be undertaken by calculating the Net Present Value (NPV) of all cash flows (including working capital impacts and tax shields on depreciation). Table: Year | Incremental Cash Inflows (before tax & depreciation) (Rs.): 1 | 7,00,000; 2 | 8,00,000; 3 | 9,80,000; 4 | 9,00,000; 5 | 8,50,000. Show all intermediate calculations in your answer. (5 Marks)

Ans 2(A).

Introduction

Net Present Value (NPV) is a widely accepted capital budgeting technique that evaluates an investment by discounting all future cash flows at the firm’s cost of capital. It considers the time value of money and provides a clear decision rule: a project should be accepted if NPV is positive. In this case, the evaluation must include operating cash flows, depreciation tax shield, working capital investment, and its

 

 

Q2 (B). A firm has the following market values and component costs:

Component

Market Value (Rs. lakh)

Cost (Before Tax)

Equity Share Capital

1050

15%

Preference Share Capital

150

10%

Long-term Secured Debt

750

9%

Short-term Unsecured Debt

100

11%

Corporate tax rate is 25%.

Scenario A: increase secured debt by Rs.250 lakh replacing an equal amount of equity.

Scenario B: raise preference share capital by Rs.100 lakh, reducing unsecured debt and equity equally.

Calculate the WACC for each scenario and determine which scenario yields a lower WACC. Show all steps including tax adjustments and market value re-weighting. (5 Marks)

Ans 2(B).

Introduction

Weighted Average Cost of Capital measures the blended cost of all sources of finance, weighted by their market value proportions. It is the minimum return a firm must earn on its investments to satisfy all capital providers. Debt is cheaper than equity because interest is tax-deductible. Preference capital carries a fixed cost but offers no tax shield. Comparing WACC across financing scenarios helps management identify which structure minimizes the cost of capital and thereby maximizes firm

Research Methodology

Jun 2026 Examination

 

 

 

Q1. Rohit is tasked with comparing the effectiveness of various employee retention strategies as part of his research project. While conducting the literature review, he comes across contradictory studies – some find strong links between flexible work and retention, others see minimal impact. Rohit’s challenge is to objectively synthesise contrasting viewpoints and maintain balanced reporting while avoiding bias or publication bias.

Apply the frameworks for critical literature review and ethical reporting to show how Rohit should handle contradictory findings. What steps can he take to ensure objectivity and present a comprehensive synthesis that upholds research integrity? (10 Marks)

Ans 1.

Introduction

Contradictory findings in academic literature are not a problem to be avoided but a reality to be managed with intellectual honesty. When Rohit discovers that some studies strongly link flexible work arrangements to employee retention while others find negligible impact, this divergence does not invalidate either body of research. It signals that the relationship between flexibility and retention is contextually dependent and methodologically sensitive. Rohit’s task is not to pick a side but to synthesize both perspectives rigorously, trace the sources of disagreement, and present a balanced review that strengthens rather than oversimplifies what is known. This requires both a structured critical review framework and a firm commitment to ethical reporting standards throughout the

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Q2 (A). A non-profit organization is conducting a field study to understand community participation dynamics during public health awareness events. The research director is torn between participant observation, which offers an insider’s view but risks researcher bias, and nonparticipant observation, which provides objectivity but may limit access to nuanced social contexts. Senior staff are also concerned about ethical integrity and the need for reliable data to influence policy recommendations.

Evaluate the appropriateness of participant versus nonparticipant observation in achieving the organization’s research goals. Critique both approaches by discussing how ethical, methodological, and practical concerns influence the reliability and depth of findings, and recommend the most suitable method with clear justification. (5 Marks)

Ans 2(A).

Introduction

Observational research in community health settings requires a careful balance between data richness and methodological integrity. The choice between participant and nonparticipant observation is not merely procedural; it fundamentally shapes what the researcher can see, how community members respond, and how credible the resulting data will be for policy use. Both methods offer genuine value and carry genuine risks in this

 

 

Q2 (B). A market research agency is hired to evaluate consumer perceptions of a new grocery store chain. The client suggests relying solely on brief paper-based surveys at the checkout counters, due to the ease of distribution and lack of digital infrastructure in the area. The agency, however, worries about manual data entry errors, low engagement, and incomplete responses. The client insists this is the most practical approach given budget constraints.

Critique the client’s preference for exclusive use of paper-based questionnaires in this situation. What trade-offs must be considered between cost, data integrity, and research effectiveness? Justify an improved approach, considering the constraints, that maximizes both efficiency and data quality. (5 Marks)

Ans 2(B).

Introduction

Paper-based surveys at checkout counters seem practical on the surface, but this approach introduces several data quality problems that can make the entire research effort unreliable. The client’s budget constraints are real and must be respected, but accepting poor data quality to save money does not actually save money because research findings built on compromised data lead to wrong business decisions, which cost far more than the