Explainable Artificial Intelligence (xAI) for Financial Decision Makers

Indian Institute of Management Calcutta

Maheshtala, India

The Indian Institute of Management Calcutta (IIM Calcutta, or IIMC) was established in 1961 as the first Indian Institute of Management, set up by the Government of India in collaboration with the Alfred P. Sloan School of Management at MIT and the Ford Foundation. Located in Joka, on the southern fringe of Kolkata, it operates as an autonomous public institution of national importance under the IIM Act of 2017. Its founding intent — to build rigorous, research-grounded management education for a newly independent industrial economy — still shapes the institution today. The school's academic culture places a premium on analytical thinking, quantitative rigour, and intellectual seriousness, values that run through its executive programs as much as its flagship PGDM. Accreditations and Rankings Accreditations: AACSB accredited EQUIS accredited AMBA accredited Triple Crown — one of a small number of Asian business schools to hold all three accreditations simultaneously Rankings: Financial Times Global MBA Ranking: ranked among the top 50 globally (2023) QS Global MBA Rankings: Top 30 in Asia (2024) NIRF (National Institutional Ranking Framework), Management: Ranked #2 in India (2023) Consistently placed in the top tier of Indian business schools across all major domestic rankings Executive Education at a Glance IIM Calcutta's Management Development Programmes (MDPs) have been running for decades and serve as one of the school's most consequential channels of engagement with Indian industry and the public sector. The portfolio spans both open-enrolment programs and custom programs designed for corporate clients — the latter accounting for a significant portion of the school's executive education revenues. Thematic strengths lean toward finance, operations, strategy, and data analytics, reflecting the school's deep faculty expertise in quantitative disciplines. Programs range in duration from two-day intensive workshops to longer modular offerings such as the Post Graduate Certificate in Business Management (PGCBM), which is delivered in blended format over several months in collaboration with NIIT Imperia. Open program fees for short MDPs typically start around INR 30,000–50,000 and scale considerably for certificate-level programs, some of which run above INR 3–4 lakh. A dedicated MDP office coordinates custom program design for organisations seeking tailored interventions at the leadership level. Campus and Facilities The Joka campus spreads across roughly 135 acres and carries the quiet, slightly removed character of an institution that was always intended to be a place of serious study rather than urban convenience. The campus features dedicated executive education facilities, residential accommodation for program participants, conference halls, and a well-stocked library with access to major financial and academic databases. The physical separation from central Kolkata — about 20 kilometres south — creates a focused, immersive environment that residential executive programs often benefit from. Kolkata itself, with its deep history in trade, finance, and public administration, provides an instructive backdrop for programs touching on governance, business history, and the complexity of operating across India's diverse economic geography. Faculty and Research IIM Calcutta's faculty numbers approximately 120 full-time professors, drawn from Indian and international universities, with doctoral training spread across institutions in the United States, Europe, and India. The school houses several recognised research centres, including the Centre for Research in Accounting, Finance and Economics, the Centre for Management Communication, and the Centre for Entrepreneurship and Innovation. Faculty regularly contribute to peer-reviewed international journals, and many serve as advisors to government bodies, PSUs, and major Indian corporates — a dual engagement that keeps their classroom material grounded in real institutional complexity rather than abstraction. For executive participants, this means access to faculty who have often sat on the other side of the table: as board advisors, policy consultants, and industry researchers. Student Body, Alumni, and Career Outcomes IIM Calcutta's PGDM cohorts are drawn predominantly from India's most competitive graduate pool, typically numbering around 480 students per year, with participants representing diverse undergraduate disciplines from engineering and sciences to economics and the humanities. The executive education alumni community is considerably larger, spanning decades of MDPs and certificate programs across industries including banking and financial services, manufacturing, the public sector, consulting, and technology. The broader IIMC alumni network — numbering in the tens of thousands — holds strong representation in the C-suites of Indian and multinational firms, with notable alumni including Kumar Mangalam Birla, Uday Kotak, and Sanjiv Goenka. For professionals completing executive programs, membership of the IIMC alumni ecosystem provides access to one of the most influential business networks operating across South Asia and the Indian diaspora globally.