Fred Turner is the CEO of Curative. He explains how Curative automated the replacement of its Looker visualizations with Snowflake using AI agent workflows.
“We moved away from Looker, right? Google's Looker product for visualizations. It's super expensive, and we moved to do it in Snowflake. And it's been a lot cheaper. It's worked really well. Part of that migration is moving all of our dashboards and all of the things that fed from Looker would have taken like probably like a year and a whole bunch of engineers and data scientists. We did most of it with an agentic workflow that would spin up, find the next dashboard, figure out how to convert it into what we needed, and then close it down on the looker side and boot it up on the other side. And it ended up being like a project for one or two people, and it took, it still took a couple of months”
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More from Fred Turner
Disclosure
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“We just recently canceled our Salesforce contract because we have an internal CRM that was vibe coded, that is working better, that is managing our process better, is more integrated into what we're doing. We run our agents inside of it, and no one was using S…”
Fred TurnerJul 18, 2026▶ 45:54We Built Our Own Salesforce in Months. Here's Why We're Cancelling the $600K Contract | Curative CEO
PredictionNot checkable as stated
Curative Is Cutting 80% Of Its Enterprise SaaS Spend This Year
“We're cutting about 80% of our SaaS spend this year.”
Fred TurnerJul 18, 2026▶ 0:48We Built Our Own Salesforce in Months. Here's Why We're Cancelling the $600K Contract | Curative CEO
PredictionNot checkable as stated
Fred Turner: Anthropic Could Reach A $10 Trillion Valuation
“I think it could be 10 trillion.”
Fred TurnerJul 18, 2026▶ 1:00:21We Built Our Own Salesforce in Months. Here's Why We're Cancelling the $600K Contract | Curative CEO
PredictionOpen · timeframe Jul 2029
Corporate Anthropic Spend Will Reach 2x To 5x Engineer Salaries
“Between maybe two and five X would be the two and five X salary.”
Fred TurnerJul 18, 2026▶ 1:25:18We Built Our Own Salesforce in Months. Here's Why We're Cancelling the $600K Contract | Curative CEO
PredictionOpen · timeframe Jul 2031
Curative Headcount Will Shrink In Short Term Due To AI
“We're about 650 people now. In five years we'll probably be bigger. In the short term I think we're going to be quite a bit smaller.”
Fred TurnerJul 18, 2026▶ 1:02:03We Built Our Own Salesforce in Months. Here's Why We're Cancelling the $600K Contract | Curative CEO
AssertionNot checkable as stated
Strategic Investor Pulling Series B Term Sheet Caused Shield's Collapse
“Ended up getting a term sheet from a strategic, large public diagnostic company. Signed the term sheet, did three weeks of work on docs. We were in the second round of docs, and then their CEO killed it because it was too competitive with their core products. …”
Fred TurnerJul 18, 2026▶ 12:08We Built Our Own Salesforce in Months. Here's Why We're Cancelling the $600K Contract | Curative CEO
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