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List of top Decision Making Questions asked in XAT

Ned Flanders and Homer Simpson Partners Limited is a law rm, known for its unwavering commitment to client satisfaction. They treat the clients as family members who have grown along with the rm. Further, they are highly regarded in the industry, consulted by the country’s top organizations. Among the founders, Homer Simpson is amboyant, while Ned Flanders is serious. Together, they bring a dynamic balance to the team.
The organization believes in a strong socialization ritual that bonds the new lawyers (newcomers) with the existing members. Also, the socialization ritual ensures that newcomers fully understand the nature of their work and integrate seamlessly into the company’s culture. During their rst week, newcomers are overloaded with a barrage of artificial tasks, unexpected client calls, and a challenging meeting with the founders. This results in newcomers getting overwhelmed, and doubting their decision to join the rm, only for the founders to meet them and reveal that this is one big prank and a way to welcome them to the organization. This socialization ritual has served them well for the past two decades. However, not all the newcomers appreciate the utility of this ritual.
One of the lawyers, Ms. Lisa Simpleton, who joined in 2023 and went through the same socialization ritual, found it unwelcoming. She believes that other newcomers might also share the same opinion. Lisa thinks that the current generation, especially post-COVID, needs more friendly welcome, and the rm must put an end to this ritual.

TrueColor, an event management company in eastern India, had been in a business of inviting Tollywood singers to a city called Tivanna, and made money out of selling tickets of their concerts. The stars were paid a xed fee regardless of the number of tickets sold. The company had a specialized team that negotiated the singers’ fee with their managers. However, for selling the tickets of such events, they were reliant on an external media agency called Zedius. Zedius had a long-standing relationship with TrueColor, and had been instrumental in achieving a target of 50,000 tickets for each of the agship events.. 
Mr. Sukanta Rao joined TrueColor as an inhouse sales and marketing manager, a position exclusively created for him. The CEO, Mr. Adil Banerjee, had assigned a task of increasing the sales of tickets to 100,000. In Sukanta’s earlier stint, he had seen that similar cities sell more than 75,000 tickets for such events. He felt that, over time, reaching 100,000 was plausible for TrueColor

Mr. Zubin Mistry is the owner and the chief editor of the newspaper The Pluralist, renowned for its high reporting standards and outstanding writing quality. The Pluralist’s authentic reporting distinguishes it from other newspapers that sensationalize news. They are responsible employers, known to be highly supportive towards their employees. Its news editing team is led by Ms. Ramya Kattabomman, a respected veteran in the newspaper reporting industry, wellknown for her stringent adherence to the ethical standards of newspaper reporting. 
Mr. Aditya Swaroop Verma, an award-winning senior journalist, has brought in an exposé into the activities of a mining company, operating in an ecologically vulnerable area. In his hardhitting reporting style, he has presented interviews with tens of people, delineating how the mining company has used illegal means to start mining in that area. These mining activities may lead to the destruction of the local ecological balance. However, Aditya Swaroop is unable to obtain an interview with the management of the mining company.
Aditya Swaroop’s investigative report article offers signi cant revelations about the alleged illegal activities of the mining company which were hardly covered in the media otherwise. Nevertheless, his sources have requested for complete anonymity

Aarya had always been a mediocre student. Luckily, after finishing her undergraduate degree from a tier-two engineering college, she secured a decent but modestly paying job at a reputable IT company.
However, after a year on the job, Aarya found her role mundane. When her best friend at the company, Shruti, left to pursue an MBA from a top-tier business school, citing significant career growth and potential salary increase upon graduation, Aarya felt intrigued and inspired to follow the same path. Shruti appreciated Aarya’s aspirations, telling her that doing an MBA from a top-tier business school could not only land Aarya a lucrative job but also it could fast-track her career progression. However, Aarya was concerned whether she would be able to balance between her MBA entrance exam preparation and her current job. Aarya considered resigning to focus entirely on MBA entrance exam preparation, but Shruti cautioned her that top-tier business schools might view a career break unfavourably, as they prefer continuous professional engagement.

KindCare hospital, located in the small industrial town of Chinar, is one of the largest hospitals within 50 kilometers radius. It is well-regarded among the locals for emergency services.
However, for critical surgeries, they prefer to travel to the nearest city Shamili, which is 100 kilometers away. When KindCare was established 50 years ago, the town was still in its early stages of development. 
Consequently, the hospital needed to incorporate several facilities within its premises, including a 24-hour cafeteria, to accommodate needs of the patients and their relatives who would come from nearby places. Another facility that KindCare built and takes pride in is its state-of-the-art testing lab. It is the most sought after testing lab in Chinar even today when many independent labs have come up around KindCare. Moreover, many other facilities have also come up in the surrounding area of the hospital such as pharmacies, food joints, hotels etc. Further, a standalone pharmacy chain has gained a strong foothold in Chinar as they expand their reach into Tier-3 cities.
When it comes to KindCare, a signi cant proportion of its patients are outpatients with a substantial number seeking emergency services. As the sole 600-bed hospital in the region, KindCare plays a crucial role in medical services, and receives generous funding from two major corporations operating locally, further enabling KindCare to cater to the growing medical needs of the community.
During the COVID-19 pandemic, KindCare made signi cant investment in enhancing internet connectivity, enabling many doctors, and the majority of administrative staff, to seamlessly work remotely. This investment also allowed KindCare to bring in doctors from other cities through remote care.
Further, COVID-19 was a wakeup call for KindCare to enhance their infrastructure. Though KindCare made signi cant improvements, they kept the major renovations on hold due to the constant ow of patients. KindCare believes that if the held renovations are not taken up on an urgent basis now, the operations at the hospital will get obstructed

Humane Dynamix is a leadership training organization based in Mumbai. Established in 2015, the organization is gradually becoming a leader in behavioral training. In the organization, trainers are assigned to training projects based on their expertise. Corporates seek behavioral training services on a regular basis, from Humane Dynamix, for upskilling their executives. Humane Dynamix is headed by the Chief Executive Officer (CEO), to whom the Training Assignment Officer (TAO) reports. The TAO position rotates among the senior trainers for a fixed tenure; the CEO assigns this position to a senior trainer.
Companies, desirous of hiring Humane Dynamix, share their training needs with the organization. The TAO assigns a trainer to the client. Typically, the satisfied client requests for a particular trainer that the client is satisfied, giving repeat business to Humane Dynamix from the same client company. However, the TAO takes the nal call. Years of training experience plays a big role in client satisfaction, and hence, senior trainers conduct most training programs while the newly recruited trainers apprentice with them. However, the senior trainers have the autonomy to decide on who they want to accept as an apprentice..
Further, during a training program, the senior trainer takes most of the sessions, if not all, while the apprentice helps the senior trainers to organize their sessions, and occasionally take a few sessions. As the apprentices gain experience, they start getting their own independent projects, but that typically takes quite some time..
Dheeraj, a senior trainer, takes over as the TAO. As soon as he assumes the office, the CEO shares a concern with him: “We have a lot of young trainers who we have recently recruited. Since they are not known to the outside world, they do not get enough opportunities. Many of them are impatient to prove their mettle. Unless they are assigned more programs, we risk losing them rapidly.”

Sundaram Stores operated in a gated community, situated about 30 Kilometers away from the main town. The store owner Mr. Sundareswaran Pichaimuthu, or Sundaram as he was called by everyone, secured a space in the gated society through a competitive bidding process. The residents’ association, led by Mr. Thangamoorthy Selvaganapathy, selected Sundaram over three other bidders, based on his willingness to pay the highest rent. Desperate to augment his post-retirement income, Sundaram agreed to pay a very high rent, banking on the prospect of generating exceptional revenue from the gated community. 
Sundaram was awarded the contract to establish the store, with provisions for a review every three years. Feeling elated during the meeting with the residents’ association to finalize the contract, he enthusiastically committed to offering a 15% discount on all groceries and stationary, cementing goodwill and reinforcing the partnership established through the contract. The association was delightedly taken aback by his generous assurance. Sundaram hoped to make up the difference through volume.
Although his sales were strong during the initial months, he soon realized that the SUV-owning residents of the gated community primarily made their purchases at large, branded retail chains in the main town. These stores offered deeper discounts, which he could not afford to compete with. However, gradually, Sundaram store became their go-to store for daily essentials and occasional urgent big purchases such as replacing a broken mixer-grinder.

Arya, a graduate from a reputable institute, got a job in an IT company but became bored after a year. Her best friend S, who worked at the same company, joined a top-tier B-school for an MBA, which tempted Arya to pursue the same path. Her friend assured her that an MBA would boost her career prospects and salary. Arya started preparing for an MBA while continuing her job, but the challenge of balancing preparation with work made her consider leaving the job.
There’s a community 30 km outside of the main city. Mr. S started a grocery business in the community after winning the bid by offering way above the rent initially drafted by the community council. The community council, led by Mr. D, agreed to the offer with a performance review every three years. Mr. S also agreed to provide an additional 15% of his grocery sales to the council, banking on the prospect of selling in higher volumes. After setting up his business, Mr. S noticed that SUV owners in the community usually bought goods in bulk from the city once a week and used his store primarily for daily necessities and occasional big purchases like mixer grinders.
"Things which matter most must never be at the mercy of things which matter least."( Maximum 250 words)
Tech predictions often fail not because of wrong models or a lack of imagination, but due to lack of humility in admitting our uncertainty about the future.( Maximum 250 words )
Read the following scenario and answer the THREE questions that follow.
DeepSea is a natural gas extraction company that retrieves natural gas from rock formations beneath the seabed. This gas is then transported through its extensive pipeline network to a bottling plant, located at the sea surface, for processing. The gas in rock formations is pressurized, enabling it to flow to the surface and reach the bottling plant. Yet, excessive pressure can cause bursts in the pipeline, leading to uncontrolled gas release, known as blowout. A blowout carries a staggering cost, encompassing not only environmental damage but also reputation loss and financial losses totaling crores of rupees. Additionally, the impacted section of the pipeline requires a complete replacement. Industry safety regulations divide the pipeline network into three levels: Level 3 is the part under the seabed, Level 2 is the part above the seabed but in the deep sea, while Level 1 is near the surface. The safety regulations require multiple blowout preventer valves, from now on simply referred to as valves, to be placed at the three different levels of the pipeline network. The valves are normally kept closed, but when the pressure in any part of the pipeline rises beyond a critical level, nearby valves are opened remotely to release the pressure in a controlled manner to prevent blowout. The number of valves across the pipeline helps localize the pressure release, with a greater number of valves providing a backup mechanism, helping in improving pressure localization in case of a blowout. Given that the valves themselves can occasionally malfunction and not release the pressure when needed, using a higher number of valves ensures that a malfunctioning valve can seek the safety of a nearby functioning valve. 
A valve can malfunction in two ways: it may fail to release pressure when needed, as previously mentioned, or it can leak gas during regular operation, resulting in unwanted losses. When a valve malfunctions, it necessitates manual replacement. 
In the DeepSea Network, 30% of the valves are located at Level 3, which is the deepest level. The remaining valves are evenly distributed between the top two levels. These valves are critical to ensuring safety and are exclusively supplied by GoValve, a highly specialized manufacturer that holds a monopoly in the country’s market.
Read the following scenario and answer the THREE questions that follow.
ABC Business School was a school with a difference. Regarded as one of the top business schools in western India, but relatively unknown beyond that, the school catered to smaller organizations seeking to hire students for sales and marketing positions, with occasional openings in HR roles. These students were open to secure job opportunities, even if they offered relatively lower salaries. The organizations, that recruited from ABC, did not really care for the talent, but appreciated the students' ability to follow orders without questioning them. The school’s strength laid in its alumni, who consistently returned to the institution for recruitment, thereby ensuring the school’s continued existence. Given the placement record, the school attracted a specific segment of business school aspirants, who wanted a solid job but were not excited about learning.
Read the following scenario and answer the THREE questions that follow.
Ms. Vineeta Lama, a respected figure in the small town of Jampur, found herself stranded on the road, once again, when her old small hatchback car broke down. Finding herself alone on the deserted road with no one to help, Vineeta, in desperation called Shyam Saigal, the General Manager of Balaji Motors − the only dealership in Jampur that sells Diplomatico cars, the brand that Vineeta drives. Vineeta knew Shyam from her frequent visits for getting her hatchback car serviced. Surprisingly, he arrived within fifteen minutes, accompanied by a mechanic from his dealership. Further, he arranged for the vehicle to be towed and kindly offered Vineeta a ride home. On the way back, he advised Vineeta to exchange her old car with a new Sports Utility Vehicle (SUV) on a good discount from his dealership. He assured her that he would add several additional services to ensure her SUV remained in excellent condition for many years ahead.
Read the following scenario and answer the questions that follow.
Kasta, a small industrial town hosted a steel plant and its associated ancillary companies. Most of its residents were steel plant employees from different states of the country. While the town offered employment opportunities, it lacked an airport. For those wanting to fly, the nearest airport was in Michaelganj, 100 kms from Kasta. To reach the airport, people rented taxi services available at Kasta, and Prabhu was one such taxi-service provider.
Prabhu’s rates were reasonable - a trip to airport cost Rs. 2200, but for a round trip, the fare was Rs. 3000. Yet, it was not just the affordability that made him popular, his reputation for punctuality and reliability was unmatched. When it came to ensuring the safety of women travelling alone, he would always be the first choice. Such was his trustworthiness that even the steel plant would solicit his services when expecting solo female visitors. Moreover, whenever residents encountered issues with their personal cars, they would turn to Prabhu for help.
However, the world shifted when the COVID-19 pandemic struck. Travel restrictions and safety concerns limited Prabhu’s trips to Michaelganj for over a year and a half. Financial strain followed, with accumulating interest on his home loan. He was weighed down by debt, but things improved once COVID-19 travel restrictions were lifted. Having faced financial hardships during COVID-19, he sought to offset his losses by raising the fare. Yet, he was aware of the stiff competition in town, where many others offered services at a similar fare as his.
Read the following scenario and answer the questions that follow.
Raman had been working tirelessly as a Project Manager in the IT department of Flying Groceries, a renowned app-based supply chain company, for the past three years. Having graduated from a top-tier engineering college, he dived straight into the corporate world, managing projects with great zeal that inspired his seniors.
At the end of his first year with Flying Groceries, impressed with his hard work, Raman’s boss, Suraj, the founder-CEO of Flying Groceries, fast-tracked his promotion and made him Delivery Manager responsible for multiple projects of a vertical. Suraj also promised Raman the position of Chief Operation Officer in the fifth year of his tenure.
In search of a greater career trajectory, Raman pursued entrance exams for business schools. His efforts bore fruits as he secured a place in the country’s best business school, known for a strong alumni base, stellar placement records and demanding academic requirements.
Raman was delighted; he had three months to join the business school. Flying Groceries demanded that any employee who wished to leave the organization should give at least a month’s notice. Raman decided to continue working and enriching his work experience, which will be beneficial when applying to companies after graduating from the business school. Therefore, he decided not to share the news of the offer with anyone else for the time being.
Read the following scenario and answer the questions that follow.
In Symbolis, an upcoming medium sized IT services organization, only 1% of the employees were awarded an annual performance bonus. This annual performance bonus was decided by a committee formed of different functional heads. When Ms. Nalini Kattakayam received the annual bonus for the first time in her five years at Symbolis, Ms. Shalini Sampath, a colleague with seven years of tenure at Symbolis, told Nalini that this annual bonus was less a reflection of Nalini’s performance and more a recognition of those who have fostered a strong rapport with the powers that be. Incidentally, Shalini had never received any performance bonus in her tenure at the company.
Read the following scenario and answer the questions that follow.
Mr. Singh lived in a sprawling housing society. He employed two part-time domestic helps, Vimla and Sharda. Vimla was responsible for cleaning and dusting, while Sharda took care of cooking.
Once Sharda fell ill and consequently took leave for three days. When Sharda returned to work, she learned that Mr. Singh’s gold ring, a gift from his mother, was missing. Suspecting theft, Mr. Singh had terminated Vimla. Mr. Singh asked Sharda to take additional responsibility of cleaning the house, along with an offer to double her salary. Sharda accepted the offer as her previous two jobs were lost due to frequent health-related absences. She was struggling to make ends meet; this offer would go a long way to help her.
Next day, while cleaning under the dressing table, Sharda found the gold ring. Overjoyed, Mr. Singh expressed his gratitude by presenting Sharda a reward of one thousand rupees! However, he made no mention of reinstating Vimla.