Yes, sure. A couple of things I would mention. When we think about the parallel to 2023, look, a year later, a lot of the caution and concern that we experienced has persisted, and I would say, to some extent, in Q1, became even more heightened. And look, there is a mixed story on the economy, but when you think about the financial aspects intra-quarter, we went from an expectation in the market of a number of rate cuts to the potential of now just a few. So there's been quite the whipsaw effect just to give that kind of backdrop, if you will, that is the economic and financial environment continues to get more complicated, Samik, for sure.
The other element I would add is on the solutions front a year later, notwithstanding those comments about macro uncertainty persisting. We've got several categories that obviously have gone through pretty significant market transitions and digestion of capacity. And really, it all points back to as the clock moves forward, we get closer and closer to those catalysts that we talked about, that is need for network modernization, need to address workload and data growth and so our confidence on the solutions front is that ultimately, customers will have to act on those things. And I would say, our pipeline reflects a lot of those intended actions just the space that we're in right now is customers are deferring, taking longer, have more decision-makers to get to that solution spend but we know that it's out there.
So that would be how I compare the different periods. Look, hopefully, we'll get more economic and financial clarity that will assist. Hopefully, we'll get further down the path of customers thinking about what their IT road maps will look like in this era of AI. And then we do believe that we would see more balanced spending across both solutions and transactions.