Understanding AI. From strategy to execution and change enablement

Many organizations talk about AI—but few know how to turn it into real impact. This workshop is for professionals who want to move from understanding AI to actually making it work inside their organization. You will learn how AI creates value, how opportunities are identified, and how ideas turn into real solutions. Designed for those who play a role in change, strategy, or delivery, this workshop helps you step into the role of an AI-native change agent with confidence and clarity.

AI transformation is not about technology alone. It is about value creation, change, and execution.
This workshop is designed for professionals who want to move beyond awareness and actively contribute to AI-driven change inside their organization.

Participants develop the mindset and fluency required to act as AI-native change agents. The workshop bridges strategy and execution, helping participants understand how AI solutions are identified, designed, delivered, and communicated to leadership.

After completing this workshop, you will:

• Understand AI at a conceptual level and feel confident using AI terminology
• Know why AI adoption is urgent and why this moment is different
• Understand key AI use cases and how they map to neural network types
• Gain fluency in critical modern AI topics such as RAG, agentic AI, embeddings, and multimodality
• Learn how value is created through AI transformation
• Develop skills to identify, prioritize, and frame high-impact AI problems
• Learn how AI solutions are designed, delivered, and operationalized
• Understand MLOps fundamentals and production-grade AI delivery
• Learn how to communicate AI initiatives clearly to leadership

Key topics covered

• Conceptual understanding of AI, ML, and deep learning
• Why AI has become mainstream now
• AI use cases across prediction, vision, NLP, automation, and agents
• ANN, CNN, and RNN explained through practical examples
• AI fluency topics. RAG, agentic AI, embeddings, fine-tuning, multimodality
• Ethics, safety, bias, and data governance
• The AI value pyramid and value-driven AI transformation
• Sensing, discovering, and prioritizing AI opportunities
• Designing AI solutions using design thinking principles
• Delivering AI solutions. MLOps, pipelines, monitoring, and scaling
• Crafting compelling AI stories for leadership

Participants leave with:

• The confidence to contribute meaningfully to AI initiatives
• A structured approach to AI problem discovery and solution design
• Understanding of how AI solutions move from idea to production
• The ability to communicate AI value and impact to decision makers

This workshop is designed for:

• Change agents and transformation leads
• Product managers, consultants, and innovation leads
• Agile leaders and senior professionals involved in digital or AI initiatives
• Professionals who want to actively participate in AI projects

Basic AI awareness is recommended.