The speaker believes that Trump's new deal and infrastructure upgrades will lead to a tangible economic 'upside' (real job numbers) within a year from the video's publish date (September 2025), meaning by September 2026.
"The real numbers that he's talking about, the upside that Trump is talking about, and I do think that it will be there is going to take some time. He says the real numbers that I'm talking about are whatever it's going to be will be in a year from now. ... I do think will happen, but it's going to take some time for these actions to really take hold and have a tangible impact on the economy."