“So we've got about 100 customers that used our platform for some LLM associated use cases.”
quote is from the automated transcript, cleaned for reading:
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More from Florian Douetteau
PredictionNot checkable as stated
Douetteau: AI model quality won't be the key bottleneck in 2-5 years
“I, for instance, don't think that the problem two years or five years from now of agents will be relevance, per se, as in the quality of the models. The problem will be very boring stuff, such as, is it the right data, or have we actually updated the data for …”
Florian DouetteauDec 12, 2024▶ 32:57Dataiku's Secret to Scaling AI in Global Enterprises | Florian Douetteau, CEO, Dataiku
AssertionNot checkable as stated
Douetteau: Generative AI lacks statistical consistency for business goal optimization
“Generative AI, as it is built today, is not meant to provide any consistency in terms of how statistically you reach a business goal through the output or through your predictions.”
Florian DouetteauDec 12, 2024▶ 36:32Dataiku's Secret to Scaling AI in Global Enterprises | Florian Douetteau, CEO, Dataiku
PredictionNot checkable as stated
Douetteau: Enterprises will always need traditional predictive ML models
“You will still always need as an organization to be able to build those models because there are actual business decisions in them. Like actual risk profile with conscious decision in it.”
Florian DouetteauDec 12, 2024▶ 38:27Dataiku's Secret to Scaling AI in Global Enterprises | Florian Douetteau, CEO, Dataiku
Insight
Douetteau: Adding data scientists does not bridge the enterprise business-data gap
“It should not be solved by adding more data scientists, because anyway, there's not enough data scientists, and if they don't understand the business, there's no point. It should be solved by finding a way for people from the business that are very much into d…”
Florian DouetteauDec 12, 2024▶ 10:42Dataiku's Secret to Scaling AI in Global Enterprises | Florian Douetteau, CEO, Dataiku
What-if
Douetteau: Silicon Valley groupthink would have killed Dataiku's platform strategy
“A thing that it required then some will or independence of mind, which was easier for us because I'm not sure if I have had the will or the mind power to Keep this line of thinking if I had been in the Bay Area. Because around me, everyone would have had a dif…”
Florian DouetteauDec 12, 2024▶ 16:57Dataiku's Secret to Scaling AI in Global Enterprises | Florian Douetteau, CEO, Dataiku
Insight
Douetteau: RAG tools and AI agent builders are becoming commoditized
“Ultimately lots of those technology can become, in isolation, pretty much commoditized. Meaning it's not hard to build RAG or agent builder.”
Florian DouetteauDec 12, 2024▶ 27:14Dataiku's Secret to Scaling AI in Global Enterprises | Florian Douetteau, CEO, Dataiku
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