Ghodsi: RBC AI agents produce equity research reports in 15 minutes
Ali Ghodsi · AI Enterprise - Databricks & Glean | BG2 Guest Interview · Bg2 Pod · Dec 23, 2025 · at 4:07
Databricks CEO Ali Ghodsi shares real-world enterprise AI production deployments built by Databricks customers.
0:00 / 0:31exact quote · 31.5s
▶ Watch the full episode on YouTube → 720p mp4 · rendered on demand · StarZero watermark
“Royal Bank of Canada built agents with us that basically take, As soon as an earnings report comes out. So equity research analyst, their job is to put together these, you know, reports that say, like, you know, this is a buy, this is a, you know, hold, and so on. The agent goes, gets the earnings report, gets all the previous earnings reports, gets all the competitors' earnings reports, gets everything that's going on in the market, does the full analysis, the news, everything. Puts it all together, and it can get the equity report out in 15 minutes from the earnings call. Industry standard is two hours.”
quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →
More from Ali Ghodsi
Ghodsi: We already have AGI based on historical definitions
“I think we have AGI. I think we have artificial general intelligence. We really have it. We absolutely have it. It's like, Anyone who says we need to get to AGI, that's like, it's a, it's false premise to start with. We already have AGI.”
Ghodsi: Speech interfaces will completely eliminate physical keyboards
“Like I think keyboards are kind of basically going to disappear. Completely. We haven't actually nailed speech. I know it feels like we have, but we haven't, because you're still using your keyboard. So as long as you're using a keyboard, we haven't nailed spe…”
Ghodsi: Large language models have become interchangeable commodities
“Yeah, look, I think the LLM is a commodity. People are not saying that, but it is a commodity. Like, and, you know, when I took econ classes, commodity was when it's interchangeable. Like, you can get gas from this gas station, or you can get gas from that gas…”
Ghodsi: Desktop AI automation stalls because frozen models lack continuous learning
“The biggest problem is that you bake a model, and that's where it's learned everything it needs to learn, and then you freeze it, and then you launch it, and then maybe you give it some context, but that's it. It's frozen. So therein lies the problem that, you…”
Ghodsi: Enterprises do not need superintelligence to capture massive AI value
“We have the AGI we need. Let us just focus on solving the actual problems inside the organizations, and I think we can already, that's enough to automate a lot of the tasks and get huge economic value out of it. We don't actually need superintelligence for tha…”