Global Online Certification Course on
Generative AI For Data-Driven Business Decision-Making
Get mentored by IIM professors and industry experts who build real-world AI solutions. 
Learn to use GenAI to solve high-impact business problems; from decision support to supply chain strategy, simulation, and optimization. 
Earn a prestigious certificate from one of India’s top IIMs on successful completion. Batch Starts
April 04, 2026
Course Duration
6 Weeks
Live Classes
5 Hours/Week
Eligibility
12th Pass and Above
Learning Mode
Online
Program Chair
Prof. David Simchi-Levi, Prof. Manoj K. Tiwari
1.2K+ students have already registered
Batch Starts
April 04, 2026
Course Duration
6 Weeks
Live Classes
5 Hours/Week
Eligibility
12th Pass and Above
Learning Mode
Online
Program Chair
Prof. David Simchi-Levi, Prof. Manoj K. Tiwari
Why choose this course?
Learn with IIM's Strategic Depth, Lead with Global Impact.
Learn from globally renowned faculties: Prof. David Simchi-Levi from MIT, USA, and Prof. Manoj K. Tiwari, Director of IIM Mumbai.
Learn through an industry-aligned GenAI curriculum that combines global best practices with real-world enterprise and India-specific business use cases.
Develop expertise in Generative AI foundations, enterprise analytics, LLMs, optimization, simulation, and decision-focused AI tools through classroom case studies.
Receive a certificate upon successful completion, adding credible value to your professional profile.
Learn from World-Class Faculty
Learn from globally renowned faculties: Prof. David Simchi-Levi from MIT, USA, and Prof. Manoj K. Tiwari, Director of IIM Mumbai.
Follow a Globally Benchmarked Curriculum
Learn through an industry-aligned GenAI curriculum that combines global best practices with real-world enterprise and India-specific business use cases.
Learn to Build Real-World GenAI Decision Systems
Develop expertise in Generative AI foundations, enterprise analytics, LLMs, optimization, simulation, and decision-focused AI tools through classroom case studies.
Earn a Prestigious Certificate
Receive a certificate upon successful completion, adding credible value to your professional profile.
*Certificate Eligibility: Certification criteria includes maintaining 75% attendance and completing at least 3 of the 5 quizzes in the program
What will you learn?
Master GenAI for enterprise decision-making - build foundational understanding in LLMs, analytics, and decision intelligence, then apply simulation, optimization, and RAG. Learn to design and govern deployable solutions for real-world business challenges.
Toolkit
Course Details
Duration
6 Weeks
Course Mode
Online: Sat, Sun (3:00 PM – 5:30 PM)
Certification
from IIM Mumbai
- • What makes Generative AI different from traditional analytics and automation
- • Evolution from basic ML → deep learning → NLP → LLMs
- • How LLMs work conceptually (tokens, transformers, next-token prediction)
- • LLM capabilities and limitations in enterprise settings
- • LLMs as decision copilots: decision briefs, structured outputs, and rationale generation
- • Scenario planning and sensitivity analysis with GenAI
- • KPI-driven value measurement and ROI estimation
- • Adoption models: workflows, change management, and decision governance
- • Autonomy maturity models and decision delegation frameworks
- • Human-in-the-loop automation, exception handling, and escalation design
- • Guardrails, auditability, compliance constraints, and monitoring
- • Operational risk controls for autonomous decision systems
- • Bullwhip effect, information delays, and oscillations
- • Coordination mechanisms: shared forecasts, centralized reasoning, distributed control
- • GenAI-assisted policy testing through simulation
- • Performance evaluation: service, cost, stability, and recovery time
- • Optimization formulation: objectives, constraints, feasibility, and sensitivity analysis
- • GenAI as a natural-language interface to optimization modelling
- • Decision validation through solver-backed guardrails
- • RAG pipelines
- • Enterprise architecture: RAG + tool-use + orchestration + execution integration
- • Scaling patterns: caching, batching, routing across model sizes
- • Memory-constrained inference and online scheduling of LLM workloads
- • Observability and governance: monitoring, audit trails, drift detection, incident response
- • Frameworks: LangChain / LangGraph, LlamaIndex, evaluation harnesses
Our Industry Mentors
Prof. David Simchi-Levi
MIT Professor – Business & Supply Chain Analytics
Prof. Simchi-Levi is a Director, Data Science Lab, Massachusetts Institute of Technology, USA. He is a 2023 National Academy of Engineering inductee and recipient of the 2020 INFORMS Impact Prize. He ...
Prof. Manoj K. Tiwari
Director, IIM Mumbai
Prof. Manoj K. Tiwari is a Recipient of the David F. Baker Distinguished Research Award from the Institute of Industrial & Systems Engineers (IISE, USA). Ranked amongst the top researchers worldwide, ...
Prof. David Simchi-Levi
MIT Professor – Business & Supply Chain Analytics
Prof. Simchi-Levi is a Director, Data Science Lab, Massachusetts Institute of Technology, USA. He is a 2023 National Academy of Engineering inductee and recipient of the 2020 INFORMS Impact Prize. He ...
Prof. Manoj K. Tiwari
Director, IIM Mumbai
Prof. Manoj K. Tiwari is a Recipient of the David F. Baker Distinguished Research Award from the Institute of Industrial & Systems Engineers (IISE, USA). Ranked amongst the top researchers worldwide, ...
Admission Process
Submit Application
Complete application form to showcase your motivation and goals
Complete Counselling
Only shortlisted candidates go through the counselling process
Start Learning
Learn from India's top educators and stand out from the crowd
Submit Application
Complete application form to showcase your motivation and goals
Complete Counselling
Only shortlisted candidates go through the counselling process
Start Learning
Learn from India's top educators and stand out from the crowd
Fee Structure
Application Fee
(Non Refundable)
Application Fee
(Non Refundable)
Registration Fee
(non-refundable)
Programme Fee
(non-refundable)
Total Fees
Upfront
Registration Fee
(non-refundable)
Programme Fee
(non-refundable)
Total Fees
Upfront
Our NBFC Partners
Who is this course for?
Leverage Generative AI for faster, data-backed business decisions.
Build strong decision-making skills with a modern GenAI layer
- Learn how business decisions are structured using real frameworks, scenarios, and measurable KPIs.
- Get practical exposure to GenAI use-cases in operations and supply chains—without unnecessary hype.
Top 1% Edge
Speak the language of business + AI confidently in interviews and projects.
How is this course different from others?
The Future of Generative AI For Data-Driven Business Decision-Making Is Here
of businesses plan to integrate Generative AI solutions into their operations to enhance productivity and decision-making.
Source: Accentureis the projected economic impact of Generative AI on business and society by 2035
Source: PwC Global AI Study"We are on the cusp of a great leap forward in AI, which will change every industry and every product."
About IIM Mumbai
The Indian Institute of Management Mumbai (IIM Mumbai) is a premier institute, cultivating visionary leaders through cutting-edge education, entrepreneurship, and strategic leadership. We emphasize experiential learning and robust industry collaboration, preparing leaders for global business challenges.
NIRF 2025:
Ranked 6th nationally for excellence in management education and leadership.
Award-Winning:
Winner of the prestigious LEAPS-2024 Award for logistics education.
Future-Focused:
Aligned with NEP 2020 for multidisciplinary, forward-thinking education approaches.
Strategic Impact:
Specialized programs driving innovation, entrepreneurship, and strategic leadership skills.
FAQs
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Contact Person - 1
Sahil Kumar
Contact Person - 2
Maryam Arshad
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