Agentic AI & LLMs for Strategic Impact

The recent advances in Generative AI and Large Language Models (LLMs) have opened a new frontier in enterprise automation and decision-making. Moving beyond simple chat interfaces, Agentic AI, where LLMs act as autonomous agents with memory, tool use, and planning capabilities, is transforming how businesses operate, strategize, and engage customers. This 3-day online Management Development Program (MDP) is designed to equip professionals with the conceptual clarity and hands-on skills needed to harness the strategic impact of Agentic AI and LLMs. Through real-world case demonstrations, prompt engineering exercises, and live walkthroughs of tools like LangChain and AutoGPT, participants will learn how to design, evaluate, and deploy intelligent agents that augment decision-making and automate complex workflows across functions such as marketing, supply chain, retail, and executive strategy. 

 

Pedagogy:  

  • The program adopts an experiential and application-oriented pedagogy, combining: Live demonstrations of GenAI tools, agents, and LLM interfaces (e.g., ChatGPT, Gemini, LangChain, AutoGPT).  
  • Prompt engineering exercises and hands-on walkthroughs for business-relevant use cases. 
  • Mini case discussions illustrating successful enterprise deployments of Agentic AI. 
  • Scenario-based group interactions, exploring decision-making, automation workflows, and risk mitigation. 
  • Tool-stack deep dives, helping participants evaluate integration options for their context. 

 

The program aims to enable participants to: 

  • Understand the evolution and capabilities of generative and agentic AI models, from GPT‑2 to GPT‑4o, Gemini, Claude, and multimodal LLMs. 
  • Differentiate between traditional LLM use and autonomous agents, exploring agent architectures, memory, tool invocation, and self-reflection loops. 
  • Develop effective prompt engineering strategies for zero-shot, few-shot, and chain-of-thought interactions tailored to enterprise needs. 
  • Design LLM-powered agents for real-world use cases in marketing, operations, retail, and executive decision support. 
  • Evaluate technology stacks like LangChain, LangGraph, and AutoGPT for building autonomous workflows and integrating with business systems. 
  • Assess governance, compliance, and ethical challenges in deploying autonomous GenAI systems in enterprise environments. 

Session 

Title 

Duration 

Key Focus Areas 

Session 1 

Agentic AI & LLM Fundamentals 

1.5 hours 

- Understanding generative AI and LLMs 

- Evolution of LLMs and their role in agent-based systems 

Session 2 

Prompt Engineering for LLM-Driven Agents 

1.5 hours 

- Prompt roles and techniques 

- Structuring prompts for business use 

- Safe and reusable prompt design 

Session 3 

Multimodal Agentic AI: Beyond Text 

1.5 hours 

- Overview of multimodal models 

- Applications across formats 

- Deployment considerations 

 

Session 4 

Agentic Architectures & Autonomous Workflows 

1.5 hours 

- Key components of agentic systems 

- Tool use and memory 

- Integration frameworks  

Session 5 

Agentic GenAI for Marketing & Customer Engagement 

1.5 hours 

- Creative automation with agents 

- Personalization at scale 

- Campaign planning and testing 

Session 6 

Agentic AI in Operations – Automating Efficiency 

1.5 hours 

- Agent use in operational processes 

- Automation of repetitive tasks 

- Real-time decision support 

Session 7 

Agentic AI in Supply Chain – Enhancing Visibility & Decision-Making 

1.5 hours 

- Agents in logistics and inventory 

- Demand forecasting and alerts 

- Coordination across functions 

Session 8 

LLM Agents for Executive Strategy & Decision Support 

1.5 hours 

- Scenario analysis and strategic memos 

- Executive dashboards 

- Risk and governance considerations 

Target Participants:

This program is designed for: 

  • Mid- to senior-level professionals from strategy, operations, marketing, analytics, and innovation teams. 
  • CXOs and business leaders seeking to understand the strategic potential of GenAI and autonomous agents. 
  • Consultants and entrepreneurs working on AI/LLM-driven solutions across sectors. 

  1. Registration fees include the following:

    For all the participants:

    • Online sessions
    • Online study material
    • Certificate for course completion

Registration Terms & Conditions:

A. Upon payment of program fees registrations are tentatively confirmed. The final confirmation on the commencement of the program shall be communicated latest 2 weeks before (offline program) & 1 week before (online program) for the scheduled start date of the program.
B. Refund policy
Fees once paid can be adjusted up to 1 financial year against future nominations only. In case a course is canceled on account of inadequate participation or any other unforeseeable reasons, the participants will be informed of the cancellation by e-mail or Fax and the fee will be refunded. IIM Mumbai will not be liable for any other expenses incurred by the company or the participant. Any transaction fee will not be refunded.

C. IIM Mumbai is not responsible for any other expenses borne by the participants due to rescheduling/cancellation of its MDPs

2. Individual Registration

If you wish to register & make payment, please click here Register

3. Company-sponsored / Bulk Registration:

    • In the case of company-sponsored candidates, please share the nomination list and GST details to program@iimmumbai.ac.in for invoice generation.

      Download the INVOICE DETAILS FORM

    • Note: Discount is applicable for 5 or more participants from same organization against invoice.

Course Details

Mode Online / Virtual
Duration 12 Hrs.
Programme Dates Feb 18, 2026 to Feb 20, 2026
Program Chair Prof. Debabrata Das, Prof. Jasashwi Mandal
Program Co-Chair -

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