Andrew DeGasperi

does this mean that, that physical AI time line has been brought forward?

marquee AI infrastructure company expanded the use of signoff solutions. I just want to clarify

You mentioned several times in the prepared remarks about taking share across the board. And I was just curious, is this kind of a change relative to previous quarters?

I was wondering, did you see rising demand for the AI monitoring tool, particularly with open source tools being deployed across enterprises?

would you say that's been broad-based in terms of the productivity across both international and domestic

should we expect the number of the attach rates in terms of the 3 or 4 more products per customer sort of accelerate at this level

has something changed in the market that has led you to win that deal?

you mentioned about the leading HPC provider successfully taping out the next generation of AI accelerator

I just want to ask a question on the organic revenue for the quarter

I just wanted to understand how is that going.

Do you think it could potentially cannibalize some of the revenue that you get from those customers?

how firm are those commitments

I was just wondering why is that the case

can you comment at any potential verbal commitments on EDC

have those investments been made in terms of people and headcount? Is that already in place

is that part of what's giving you confidence in terms of the R&D growth for the year

do we start seeing an impact to gross margin? In other words, that royalty that you paid for Salesforce for Veeva CRM

are you considering potentially doing the same maybe at the same time next year

our checks found that Zscaler could benefit greatly from the federal business, and I know it's not a big contributor of revenue today