IIT Kharagpur - Executive Post Graduate Certificate in  Building AI Products, Systems & Services

IIT Kharagpur - Executive Post Graduate Certificate in Building AI Products, Systems & Services is a 24-week, live online program for product managers, founders, and operators who need to own AI products end to end, not just manage them.

95% of AI projects fail due to product gaps, not technology. This Executive Post Graduate Certificate in Building AI Products, Systems & Services from IIT Kharagpur is built to close that specific gap, no coding required.

It includes:

• 9 capability modules plus 1 capstone, delivered across 24 weeks

• 72+ hours of live, faculty and industry-expert led sessions

• 7 portfolio artefacts, including a working AI prototype

• A live capstone defence before an IIT Kharagpur faculty panel

• IIT Kharagpur Executive Post Graduate Certificate, with distinction for top 10% performers

About IIT Kharagpur

Here's the institute behind this IIT Kharagpur Executive AI Course.

• Established in 1951, India's first IIT and an Institute of National Importance

• Ranked 5th in Engineering by NIRF 2025, consistently among Asia's top universities per QS Asia Rankings

• A 2,100-acre campus in West Bengal, marking its 75th year (Platinum Jubilee) in 2025-26

• Strong research output in AI, computing, and emerging technologies with global citation performance

• This IIT Kharagpur Executive Courses is delivered by the Rajendra Mishra School of Engineering Entrepreneurship

Why Choose this IIT Kharagpur Executive AI Course?

The product management job description hasn't caught up with what the role now demands. This IIT Kharagpur Executive Post Graduate Certificate is built for the gap between traditional PM training and deep ML engineering courses.

• One product, built end to end: All 9 modules build a single AI product, from opportunity discovery through capstone defence, not isolated exercises.

• No coding required: Pure business and product focus, taught by IIT Kharagpur faculty alongside industry AI practitioners.

• India-first design: INR unit economics, DPDP Act 2023, India Stack, and Sarvam AI are built into the curriculum, not adapted from a US template.

• Real case studies, not success stories: Learn from Amazon Alexa, Google Bard, Meta Galactica, Air Canada, and Krutrim India, examining what actually went wrong.

• Proof, not just a certificate: Graduate with a working AI prototype, an evaluation framework, a cost model, and a business case.

Who Should Enroll in this Executive Post Graduate Certificate Program?

This IIT Kharagpur Executive Courses is built for operators who shape products and technology, not a first job into tech.

• Product Managers transitioning to AI PM roles: You've shipped features and managed backlogs, but can't evaluate LLM output quality, estimate inference cost, or write an AI PRD an ML engineer would respect.

• Aspiring PMs from consulting, analytics, or operations: Professionals aiming to break into high-growth AI Product roles.

• Founders & Builders: You can articulate a problem worth solving but can't assess whether AI is the right solution or estimate unit economics for LLM-powered features.

• Tech Professionals expanding into product leadership: Engineers and tech leads who need the product layer to go with their technical depth.

• Tech-adjacent operators: BizOps, growth, and analytics professionals who work with engineering but lack AI-specific vocabulary and system-level thinking.

Curriculum of IIT Kharagpur - Executive Post Graduate Certificate in Building AI Products, Systems & Services

The Curriculum of IIT Kharagpur - Executive Post Graduate Certificate in Building AI Products, Systems & Services runs across four stages over 24 weeks, ending with a live faculty capstone defence.

Every module produces a deliverable that carries forward into the next, so by the capstone you've lived the full product lifecycle rather than learned it in isolation.

Executive Post Graduate Certificate in Building AI Products, Systems & Services from IIT Kharagpur Syllabus

The Executive Post Graduate Certificate in Building AI Products, Systems & Services from IIT KGPR features a hands-on curriculum that equips professionals to design, build, evaluate, and launch AI-powered products while developing practical skills in AI product management, systems design, and enterprise deployment.

Module 1: AI Product Opportunity Discovery & Feasibility

• AI Suitability Matrix, TASQ Checklist, AI Opportunity Canvas, feasibility assessment

• Build vs. buy vs. prompt decision framework

• Capstone artefact: AI Opportunity Brief

Module 2: AI-Native Product Design

• Behaviour specifications, hallucination risk tiers, AI trust architecture

• Copilot-Autopilot spectrum, AI UX for chat and ambient intelligence

• Capstone artefact: AI Product Specification Pack

Module 3: AI & GenAI Fluency for Product Decisions

• LLM architecture intuition, foundation model landscape (GPT-4o, Claude, Gemini, Sarvam AI)

• Token economics in INR, prompt engineering as product design

• Capstone artefact: Model Selection Brief

Module 4: AI Prototyping & Rapid Validation

• Prompt-to-app prototyping with Bolt.new, Lovable, and v0

• Structured peer review, production handoff specification

• Capstone artefact: Working AI Prototype + Handoff Spec

Module 5: AI Systems & Agentic Design

• RAG architecture, agentic workflows, MCP as an integration standard

• HITL/HOTL/HOOTL autonomy taxonomy, India Stack as agent infrastructure

• Capstone artefact: AI System Architecture Document

Module 6: AI Evaluation & Red Teaming

• Test dataset construction, RAGAS metrics, LLM-as-judge methodology

• Adversarial red teaming with Hinglish prompts, hallucination classification

• Capstone artefact: AI Evaluation & Red Team Report

Module 7: AI Analytics & Experimentation

• 4-Tier AI Metrics Model, acceptance rate, override rate, cost-per-correct-output

• A/B testing for non-deterministic outputs, model drift detection

• Capstone artefact: AI Metrics & Analytics Plan

Module 8: AI Product Economics & Go-to-Market

• LLM unit economics in INR, AI pricing playbook, the whale user problem

• GTM channels: WhatsApp, ONDC, GeM, IndiaAI Mission

• Capstone artefact: AI Product Business Case & GTM Plan

Module 9: AI Operations, Safety & Compliance

• DPDP Act 2023, NIST AI RMF, EU AI Act risk tiers, RBI FREE-AI framework

• Production monitoring and AI incident response protocol

• Capstone artefact: Compliance & Ops Brief

Capstone: The Proof

• Integrate all 9 modules into one complete AI product

• Defend the product live, via video, before an IIT Kharagpur faculty panel

• Outcome: 7-artefact portfolio defence, IIT Kharagpur Executive Post Graduate Certificate

Fees for IIT Kharagpur - Executive Post Graduate Certificate in Building AI Products, Systems & Services

The Executive Post Graduate Certificate in Building AI Products, Systems & Services from IIT KGPR offers a transparent fee structure with flexible payment options, including EMI facilities, making it easier for working professionals to invest in industry-focused AI education.

This Executive Post Graduate Certificate in Building AI Products, Systems & Services from IIT Kharagpur Fee Structure is a single all-inclusive program cost. If you're comparing IIT Kharagpur Fees across its executive program, this one sits on the more accessible end, with EMI options that spread IIT Kharagpur Fees Per Year style costs across manageable monthly instalments rather than one lump sum.

Eligibility of IIT Kharagpur - Executive Post Graduate Certificate in Building AI Products, Systems & Services

The Executive Post Graduate Certificate in Building AI Products, Systems & Services from IIT KGPR is designed for working professionals with a technical background who want to build AI-powered products and services. To be eligible, applicants should meet the following criteria:

• Educational Qualification: Graduation in any discipline with a minimum of 50% marks.

• No coding prerequisite: The program is business and product-focused, so a technical background helps but isn't required.

• Certificate criteria: Complete all 9 modules, build the required artefacts, and successfully defend your capstone before the IIT faculty panel.

This Eligibility of IIT Kharagpur - Executive Post Graduate Certificate in Building AI Products, Systems & Services is intentionally broad, since the program is designed for a mix of PMs, founders, and technical professionals rather than one narrow background.

How to Apply for IIT Kharagpur - Executive Post Graduate Certificate in Building AI Products, Systems & Services

Applying for the Executive Post Graduate Certificate in Building AI Products, Systems & Services from IIT Kharagpur is a simple three-step process:

• Complete your application: Fill in your details and submit your application online.

• Get shortlisted and receive your offer letter: Once reviewed, shortlisted candidates receive an offer letter from IIT Kharagpur.

• Reserve your seat: Pay INR 10,000 to block your seat and confirm enrolment.