IIM Lucknow has launched a 4-year undergraduate programme for students, and this is good news for every Indian student.
With a rise in AI across all verticals of society, IIM-L has initiated a Bachelor of Science (BS) in Artificial Intelligence & Business Analytics. But what exactly is this course? Is it a good career option? What will students study? Who can apply for BS in AI/BA? Let’s understand everything in simple terms.
What is BS in Artificial Intelligence & Business Analytics Offered by IIM L?
It is a 4-year undergraduate degree program that combines:
- Artificial Intelligence (AI)
- Data Science
- Business Analytics
- Management Concepts
- Hands-on Projects and Research
The program is designed to create professionals who can use technology and data to solve business problems.
Instead of focusing only on coding or only on management, this course teaches students how to connect both worlds.
Why is this course different?
Several B.Tech students opted for MBA programmes to learn business analytics and management skills. As IIMs realised that both management and technical skills will be the need of the future, IIM-L has launched this programme with Artificial Intelligence combined with Business Analytics.
Students learn:
- How AI systems work
- How to analyse business data
- How to build machine learning models
- How to make strategic business decisions
- How to use technology responsibly and ethically
Program Duration
The course is spread across 8 semesters over 4 years.
Each course generally includes:
- Classroom lectures
- Tutorials
- Practical lab sessions
Most technical subjects include hands-on learning so students can apply what they learn.
Admission Schedule and Application Window
The admission window is open from 4th June 2026 to 3rd July 2026.
Admission Schedule | Date | Event |
Registration Window | June 4, 2026 – July 3, 2026 | Students can apply through IIM-L Admission Portal |
First List | July 23, 2026 | Announcement of Result |
Second List (If required) | July 10, 2026 | Announcement of Result |
Third List (If required) | August 3, 2026 | Announcement of Result |
Reporting & Registration | August 17, 2026 | Programme Registration, Document Verification, and First-Term Fee Submission. |
Session Starts | August 18, 2026 | Academic Session 2026–27 Begins |
Read instructions here – BSAI instructions
Eligibility Criteria for Admission in BS (AI + BA)
Now the real question – who can apply for this 4-year BS programme of IIM Lucknow? Applicants applying for BS program must meet following criteria:
- Be an Indian Citizen
- 10+2 completed in 2025 or 2026 with PCM
- Qualified JEE Advanced
- A 5% marks relaxation for candidates belonging to SC/ST categories
Admission Process for 4-Year BS in IIM Lucknow
In 2026, the admission process is entirely merit-based.
Students can register themselves on the IIM-L admission portal, submit required documents, and pay registration fees to apply for the BSAI programme.
Which documents are required?
- Class 10th Certificate (Proof of Date of Birth)
- Class 12th Mark sheet & Certificate
- Entrance Exam Scorecard JEE (Advanced)
- Category Certificate (if applicable)
- PwD Certificate (if applicable)
- Passport-size photograph
- Signature (scanned)
- Photo ID proof
- Migration Certificate(If Applicable)
IIM Lucknow Fees for BS (AI/BA)
The fees for the IIM-L Undergraduate program is 5,00,000 (Rupees Five lakhs only) per year.
Year-wise Course Structure for 4-Year Bachelors in Science (AI + BA)
Year 1: Building Strong Foundations
The first year focuses on strengthening mathematical thinking and programming skills.
Subjects include:
- Foundations of Linear Algebra
- Calculus
- Probability and Random Process & Statistical Inference
- Math for Computing (Discrete Math and Logic)
- Introduction to Programming (Python)
- Web and App Programming
- Data Engineering and Pipeline (Python)
- Computing fundamentals (OS, Network, Architecture)
- Data Structures & Algorithms
- AI Fundamentals
Year 2: Learning Core Technologies
In the second year, students dive deeper into computer science and machine learning.
Subjects include:
- Optimization for Machine Learning and Deep Learning
- Software Engineering
- Design and Analysis of Algorithms
- Databases
- Object-Oriented Programming
- Design Thinking
- Data Warehousing and Data Mining
- Big Data Computing
- Machine Learning and Deep Learning
- Foundation Models for Generative AI
What students gain:
Students learn how AI models are built, trained, and deployed using real-world datasets.
They also understand how large-scale systems and databases support modern businesses.
Year 3: Advanced AI and Business Applications
The third year introduces specialized AI topics along with business applications.
- Cloud Computing and MLOps
- Data Visualization
- LLM Engineering
- Computer Vision
- Natural Language Processing and Speech Understanding
- Competitive Programming
- Responsible and Explainable AI
- Recommender Systems
- Social Network Analysis
- Marketing Analytics
- HR Analytics
- Operations and Supply Chain Analytics
- Introduction to Fintech
- Digital Transformation Strategy
Year 4: Specialization and Research
The final year focuses on practical implementation.
Students complete:
4 Electives
Project/Dissertation – The project carries 18 credits, making it one of the most important parts of the degree.
Electives in BS (AI & BA)
These are the electives that students can opt for in IIM-L 4-year undergraduate programme.
AI Electives
- Programming Paradigms
- Machine Learning with Large Datasets
- Agentic AI
- AI Security and Privacy Principles
- Generative AI
- Reinforcement Learning
- Network Security
- Speech & Conversational AI
Business Analytics Elective
- Business Analytics and Intelligence
- Analytics in Public Policy
- Entrepreneurship & Analytics Applications
- Business Forecasting & Optimization
- Analytics in Strategic Management
- Sports Analytics
- Political Analytics
- Cybersecurity
Global Exposure Opportunities
The curriculum includes:
- International case studies
- Collaborative projects
- Exposure to global business practices
Students understand how AI is transforming industries around the world.
Is BS in AI & Business Analytics Worth It?
The future job market increasingly demands professionals who can combine technical expertise with business understanding.
This program prepares students for that reality.
Instead of limiting graduates to a single domain, it equips them with knowledge across:
- Artificial Intelligence,
- Data Science,
- Analytics,
- Business Strategy,
- Ethical Leadership.
For students looking for a future-ready career, this interdisciplinary degree can be an excellent choice.
