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AI for Complex Problem Solving and Decision Making

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Use AI for systems thinking, scenario planning, risk analysis and better decisions in complex situations
4.5
4.5/5
(6) Ratings
3,258 students
Created by Arun Singhal B-Tech, MBA (IIM-B),Unilever, J&J, Danone, IIMU, Cello
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What you'll learn

  • Master advanced AI frameworks to navigate and solve high-stakes, multi-layered business challenges with unprecedented speed.
  • Analyze real-world case studies where AI-driven decision-making transformed organizational complexity into competitive excellence.
  • Architect your own “Complexity Toolkit” using foundational AI building blocks designed for sophisticated problem architecture.
  • Deploy end-to-end AI workflows that integrate seamlessly into your current decision-making processes for immediate impact.
  • Leverage AI to frame and deconstruct “wicked problems,” revealing hidden variables that human analysis often misses.
  • Execute high-level Data-Driven Pattern Recognition to identify emerging trends and non-obvious correlations within massive datasets.
  • Build and run Multi-Scenario Simulations to stress-test your strategies against hundreds of potential future outcomes.
  • Mitigate psychological blind spots by using AI for Cognitive Debiasing, ensuring your final decisions are objective and data-backed.
  • Automate the auditing of your logic through AI-powered Decision Documentation, creating a clear trail for accountability and continuous learning.
This course includes:
4.5 total hours on-demand video
0 articles
22 downloadable resources
23 lessons
Full lifetime access
Access on mobile and TV
Certificate of completion
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Course content

Requirements

  • 4 hours learning time

Description

Solve Complex Problems and Make Better Decisions with AI

Today’s managers, leaders, consultants, analysts, entrepreneurs, and professionals face increasingly complex decisions involving uncertainty, multiple stakeholders, conflicting priorities, and large amounts of information.

The challenge is often not a lack of information—it is making sense of complexity and identifying the best path forward.

This course shows you how to use Artificial Intelligence (AI) as a practical decision-support partner to break down complex problems, uncover patterns, evaluate alternatives, challenge assumptions, and make better decisions with greater confidence.

Rather than focusing on theory alone, this course provides practical frameworks and real-world applications for using AI throughout the problem-solving and decision-making process.

What You Will Learn

You will learn how to use AI for:

  • Framing and understanding complex problems

  • Identifying key drivers, relationships, and root causes

  • Creating causal maps and systems views of complex situations

  • Extracting insights from reports, data, and large volumes of information

  • Recognizing patterns, trends, anomalies, and hidden relationships

  • Scenario planning and evaluating alternative futures

  • Assessing risks, trade-offs, and decision consequences

  • Challenging assumptions and reducing cognitive biases

  • Using AI as a strategic thinking partner and devil’s advocate

  • Documenting decisions and continuously improving decision quality

Course Sections Include

  • AI for Framing and Understanding the Problem

  • AI for Data-Driven Pattern Recognition

  • AI for Multi-Scenario Simulation

  • AI for Cognitive Debiasing

  • AI for Decision Documentation and Reflection

Throughout the course, you will also learn from practical examples and case studies demonstrating how AI can help tackle complex business, management, strategic, and operational challenges.

Why This Course Is Different

Many AI courses focus primarily on tools and technology.

This course focuses on something more valuable: how to use AI to think better, reason more effectively, and make higher-quality decisions in situations where there are no obvious answers.

You will learn structured approaches that can be applied across industries, functions, and professional roles.

Learn from Practical Experience

My interest in decision-making and problem-solving began during my management education at the Indian Institute of Management Bangalore and continued through leadership roles across sales, marketing, operations, strategy, and general management.

Over the years, I have worked on complex business challenges involving growth strategy, market development, operations, organizational effectiveness, and business transformation. The emergence of Artificial Intelligence has created powerful new opportunities to augment human judgment and improve decision quality.

This course brings together those management experiences with modern AI capabilities to help you use AI more effectively when facing complex decisions and uncertain situations.

Who This Course Is For?

  • Managers and business leaders

  • Strategy and consulting professionals

  • Business analysts and data-driven decision makers

  • Product managers and project managers

  • Entrepreneurs and business owners

  • Students preparing for management and leadership careers

  • Anyone seeking to improve problem-solving and decision-making using AI

Preview Before You Enroll

Preview several lectures to evaluate the content, teaching style, and practical value for yourself.

If you are looking to use AI not just to generate content, but to improve how you analyze problems, evaluate options, and make decisions in complex situations, this course will provide a structured framework to help you do so.

Enroll today and start using AI to solve complex problems and make better decisions with confidence.

This Course is Part of a Structured Learning Path

Learning Path: AI-READY PROFESSIONAL PATH (Starter → Builder → Advanced)

This course is your ADVANCED step.

Next Recommended Courses

After completing this course, continue your growth with:

AI for Time Management (Starter)

AI for Problem Solving (Builder)

AI for Communication (Builder)

AI for Interpersonal Skills (Advanced)

AI for Leadership (Advanced)

AI for Personality Development (Advanced)

AI as Cognitive Partner (Advanced)

AI for Managers and Leaders (Advanced)

Who this course is for:

  • Managers and business leaders
  • Strategy and consulting professionals
  • Business analysts and data-driven decision makers
  • Product managers and project managers
  • Entrepreneurs and business owners
  • Students preparing for management and leadership careers
  • Anyone seeking to improve problem-solving and decision-making using AI
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