What's your approach for identifying which use cases to pursue for generative AI?

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Director of IT in Manufacturing, 5,001 - 10,000 employees
We always use compliance approah to generation ai
Director of IT in Software, 201 - 500 employees
First we have well defined business goals which we want to achieve. Then we check how we could fulfill this goals. In case we have use case for AI (specially on logistic and transportation area, partially on marketing) then we look at all aspects how we can best use it. Further activities are like normal project work, only in case of AI we have some higher risks, because this is quite new approach and we don't have much experience and knowledge on this area yet.
CTO in Software, 11 - 50 employees
We employ generative AI to speed up data analysis and automate content creation.
VP of IT in Finance (non-banking), 1,001 - 5,000 employees
To look at things which can be used for automation or analytics data. But risk to it is sharing data with AI model 
CTO in Software, 2 - 10 employees
I believe the following steps will help:

1. Learn About Generative AI: Understand what generative AI can do, like creating text, images, or music.

2. Find Problems to Solve: Look for challenges or opportunities in your business where AI could help.

Match AI to Problems: Map the capabilities of AI to the challenges you've identified.
Check Feasibility: Ask if it's technically possible, affordable, ethical, and legal to use AI in this way.

3. Choose the Best Cases: Prioritize the use cases based on potential impact, cost, and alignment with your business goals.

4. Try it Out: Build and test prototypes to see how well they work and make improvements as needed.
Director of IT in Transportation, 5,001 - 10,000 employees
using compliance based on our legal department
Director of IT in IT Services, 1,001 - 5,000 employees
Governance around the use of models. Follow responsible AI guidelines.
Chief Technology Officer in Media, 2 - 10 employees
Content Generation, Image and Video Generation, Virtual Assistants, Personalized Recommendations, Chatbots
CTO in Transportation, 11 - 50 employees
At the moment we are exploring generative AI for the use in the engineering team as an "assistant"

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