AI changes the speed equation entirely

Honestly, we expect it to be a decent bit more than half by the end of the year.

We were only six weeks into the launch of GPT 3.5 when we actually had a beta version of Fin.

How would an AI native company, like a cursor or windsurf, et cetera, how would they execute? And are we executing as fast as them and taking advantage of all the new stuff as well as them?

One of the most mind-blowing examples of acceleration, the Sora Android app, like a fully new app, we built it in 18 days and then 10 days later, so 28 days total, we went to the public.

Most developers span less than 25, some say less than 20% of their time writing in code. So if we're able to give them half an hour back, one, they can write more code. Second, they can have a break and take a breath so we don't burn them out and they're more happy. Third, we give them more time for collaboration and creative thinking, so that sparks innovation.

What I'm seeing is that the time to first demo is much shorter, but the time to a full deployment is going to take longer. So I think that there's going to be an uneven cadence.

To replace any critical workflow or to build something that can give you significant ROI, it easily takes four to six months of work, even if you have the best data layer and infrastructure layer.