“I believe that they'll actually be close to 600. I don't have the exact number.”
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 Sarah Catanzaro
Opinion
Catanzaro: RL Environments Are Just a Temporary Industry Fad
“So, I know I'm going on record on this, and like, I'm actually okay to be wrong, but I think RL Environments is just a fad.”
Sarah CatanzaroDec 30, 2025▶ 23:42[State of AI Startups] Memory/Learning, RL Envs & DBT-Fivetran — Sarah Catanzaro, Amplify
AssertionNot checkable as stated
Catanzaro: $100M+ AI seed rounds without roadmaps happen frequently
“Like upwards of a hundred million dollars in a seed round where you have a long-term vision, but not a near-term roadmap. This is something that I'm seeing happening not just occasionally, but quite Frequently.”
Sarah CatanzaroDec 30, 2025▶ 10:41[State of AI Startups] Memory/Learning, RL Envs & DBT-Fivetran — Sarah Catanzaro, Amplify
Insight
Catanzaro: Companies Need Moderately Sized Data Teams, Not Armies of Engineers
“And I've become actually convinced that like, well, every company does need analytics engineers and does need data scientists. They probably don't need armies of them. And probably having like a moderately sized data and analytics team is a good thing.”
Sarah CatanzaroDec 30, 2025▶ 3:40[State of AI Startups] Memory/Learning, RL Envs & DBT-Fivetran — Sarah Catanzaro, Amplify
Opinion
Catanzaro: Data Catalogs Failed to Become a Standalone Software Category
“They all have struggled a bit as a category. Many of them have been, you know, acquired subsequently which suggests that like, this was not, you know, perhaps a standalone category as a data scientist.”
Sarah CatanzaroDec 30, 2025▶ 5:56[State of AI Startups] Memory/Learning, RL Envs & DBT-Fivetran — Sarah Catanzaro, Amplify
Insight
Catanzaro: Data Catalog Startups Wrongly Prioritized Discoverability Over Governance
“I think a lot of data cataloging companies ended up focusing on, like, discoverability when perhaps, like, the real market opportunity was in governance.”
Sarah CatanzaroDec 30, 2025▶ 8:08[State of AI Startups] Memory/Learning, RL Envs & DBT-Fivetran — Sarah Catanzaro, Amplify
Opinion
Catanzaro: The AI Community Has Not Yet Defined World Models
“My, like, take on world models is that, like, we have not yet defined, like, what a world model is.”
Sarah CatanzaroDec 30, 2025▶ 17:46[State of AI Startups] Memory/Learning, RL Envs & DBT-Fivetran — Sarah Catanzaro, Amplify
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