AI/ML Tech Strategy

What Leaders Should Expect from Generative AI

Generative AI has become a significant tool in the field of artificial intelligence that has the potential to transform a number of sectors. Generative AI goes beyond typical AI models, which are primarily concerned with pattern detection and decision-making based on existing data, by producing new, original content. Understanding and utilising the potential of generative AI is becoming increasingly important for leaders. In this post, we will look at what CEOs may anticipate from generative AI and how it might change the way their businesses operate.

Creative problem solving

One of generative AI’s most important advantages is its capacity to come up with original solutions to challenging issues. Generative AI models may think creatively and provide novel ideas that may not have been obvious to human leaders by utilising enormous amounts of data and patterns. Generative AI can provide new insights and spur innovations in a variety of fields, including product design, process optimisation, and marketing strategy.

First examples in this area come directly from developer communities’ surveys and Reddit discussion explaining how the use of AI coding companion as GitHub Copilot or Amazon CodeWhisperer help developers experiment with new ways of coding and solving problems.


Personalisation has emerged as a crucial competitive advantage in today’s data-driven society. In providing clients with experiences that are highly customised, generative AI can be quite important. Generative AI may produce personalised content, recommendations, and even come up with brand-new product concepts that are in line with unique customer requirements by examining individual preferences, behavior patterns, and historical data.

Personalisation can be found everywhere from e-commerce website to travel booking, marketing campaigns and more. For instance, Salesforce announced Marketing GPT and Commerce GPT to personalise every campaign and shopping experience.

Operations and Automation

Organisations can optimise their processes and boost productivity by using generative AI to automate time-consuming, repetitive tasks. Generative AI may free up important human resources to concentrate on more strategic and innovative projects by automating anything from consumer inquiries through chat-bots to the generation of content.

Ethical Considerations and Responsible Use

Generative AI models are trained on large datasets, which means they may inadvertently perpetuate biases or generate inappropriate content. It is essential for leaders to understand these potential risks and take proactive steps to ensure responsible AI deployment.

It is not just about the spread of dangerous material, copyright and legal risks, data protection, sensitive information disclosure, bias amplification or compliance with laws and regulations (see OpenAI Hit With First Defamation Suit Over ChatGPT Hallucination); it is also about how the adoption will alter employees’ roles and morale. Leaders must examine and select flexible and adaptable technology to ensure ethical usage, as well as design a communication strategy in response to adoption concerns.


Generative AI holds immense potential to transform industries and revolutionise the way organisations operate. As leaders navigate the era of AI-driven innovation, understanding what to expect from generative AI is crucial. By harnessing its creative problem-solving capabilities, leveraging personalisation opportunities, streamlining operations, and addressing ethical considerations, leaders can unlock the full potential of generative AI and pave the way for a more prosperous and responsible future.

This post reflects my own personal opinions
Post previously published on Medium

Leave a Comment

This site uses Akismet to reduce spam. Learn how your comment data is processed.