Keith Bachman

Hi, good evening and good afternoon. I also wanted to ask two questions that are related, and I will ask them together. The first is could you just talk about how you see utilization trends unfolding this year? It seems to me that with the way market fairly weak that the utilization should go higher.

Okay. Well, this surprises me – I will make a statement, and then I will ask my follow-up question. For the tepid revenue growth, I am surprised that margins would not go higher during the course of the year relative to this past year given those forces and others. My following question though relates to Gen AI, and there is two parts to Gen AI, the demand side and supply side. So I am not asking about demand.

Okay, perfect. Many thanks for your help and best of luck during the year.

Hi, good evening and good afternoon. I also wanted to ask two questions that are related, and I will ask them together. The first is could you just talk about how you see utilization trends unfolding this year? It seems to me that with the way market fairly weak that the utilization should go higher.

Okay. Well, this surprises me – I will make a statement, and then I will ask my follow-up question. For the tepid revenue growth, I am surprised that margins would not go higher during the course of the year relative to this past year given those forces and others. My following question though relates to Gen AI, and there is two parts to Gen AI, the demand side and supply side. So I am not asking about demand.

Okay, perfect. Many thanks for your help and best of luck during the year.