Federal Bank Limited is an Indian private sector bank headquartered in Aluva, Kochi. The bank has 1,272 branches spread across different states in India. It also has representative offices abroad in Abu Dhabi, Qatar, Kuwait, Oman, and Dubai.With a customer base of over 10 million, including 1.5 million NRI customers and a large network of remittance partners around the world, Federal Bank handled more than 15% of India's total inward remittances of US$79 billion in 2018. The bank has remittance arrangements with more than 110 Banks/Exchange Companies around the world. The bank is also listed in the Bombay Stock Exchange, National Stock Exchange of India and London Stock Exchange and has a branch in India's first International Financial Services Centre (IFSC) at the GIFT City.

Gujarat (, Gujarati: [ˈɡudʒəɾɑt] (listen)) is a state along the western coast of India. Its coastline of about 1,600 km (990 mi) is the longest in the country, most of which lies on the Kathiawar peninsula. Gujarat is the fifth-largest Indian state by area, covering some 196,024 km2 (75,685 sq mi); and the ninth-most populous state, with a population of 60.4 million. It is bordered by Rajasthan to the northeast, Dadra and Nagar Haveli and Daman and Diu to the south, Maharashtra to the southeast, Madhya Pradesh to the east, and the Arabian Sea and the Pakistani province of Sindh to the west. Gujarat's capital city is Gandhinagar, while its largest city is Ahmedabad. The Gujaratis are indigenous to the state and their language, Gujarati, is the state's official language. The state encompasses 23 sites of the ancient Indus Valley civilisation (more than any other state). The most important sites are Lothal (the world's first dry dock), Dholavira (the fifth largest site), and Gola Dhoro (where 5 uncommon seals were found). Lothal is believed to have been one of the world's first seaports. Gujarat's coastal cities, chiefly Bharuch and Khambhat, served as ports and trading centres in the Maurya and Gupta empires, and during the succession of royal Saka dynasties in the Western Satraps era. Along with Bihar, Mizoram and Nagaland, Gujarat is one of four Indian states to prohibit the sale of alcohol. The Gir Forest National Park in Gujarat is home to the only wild population of the Asiatic lion in the world.The economy of Gujarat is the fourth-largest in India, with a gross state domestic product (GSDP) of ₹19.44 trillion (US$240 billion) and has the country's 10th-highest GSDP per capita of ₹243,761 (US$3,100). Gujarat ranks 21st among Indian states and union territories in human development index. The state traditionally has low unemployment and is widely considered one of the most industrially developed states of India and a manufacturing hub.

Ahmedabad ( AH-mə-də-ba(h)d; Gujarati: Amdavad [ˈəmdɑːʋɑːd] (listen)) is the most populous city in the Indian state of Gujarat. It is the administrative headquarters of the Ahmedabad district and the seat of the Gujarat High Court. Ahmedabad's population of 8,253,000 (per the 2021 population census) makes it the fifth-most populous city in India, and the encompassing urban agglomeration population estimated at 6,357,693 is the seventh-most populous in India. Ahmedabad is located near the banks of the Sabarmati River, 25 km (16 mi) from the capital of Gujarat, Gandhinagar, also known as its twin city.Ahmedabad has emerged as an important economic and industrial hub in India. It is the second-largest producer of cotton in India, due to which it was known as the 'Manchester of India' along with Kanpur. Ahmedabad's stock exchange (before it was shut down in 2018) was the country's second oldest. Cricket is a popular sport in Ahmedabad; a newly built stadium, called Narendra Modi Stadium, at Motera can accommodate 132,000 spectators, making it the largest stadium in the world. The world-class Sardar Vallabhbhai Patel Sports Enclave is currently under construction and once complete, it will be one of the biggest sports centers (Sports City) in India. The effects of the liberalisation of the Indian economy have energised the city's economy towards tertiary sector activities such as commerce, communication and construction. Ahmedabad's increasing population has resulted in an increase in the construction and housing industries, resulting in the development of skyscrapers.In 2010, Ahmedabad was ranked third in Forbes's list of fastest growing cities of the decade. In 2012, The Times of India chose Ahmedabad as India's best city to live in. The gross domestic product of Ahmedabad metro was estimated at $68 billion in 2020. In 2020, Ahmedabad was ranked as the third-best city in India to live by the Ease of Living Index. In July 2022, Time magazine included Ahmedabad in its list of world's 50 greatest places of 2022.Ahmedabad has been selected as one of the hundred Indian cities to be developed as a smart city under the Government of India's flagship Smart Cities Mission. In July 2017, the Historic City of Ahmedabad, or Old Ahmedabad, was declared a UNESCO World Heritage City. The city is home to the World's First Swaminarayan Mandir, located in Kalupur area of Old Ahmedabad.