Sachin is the CEO and co-founder of Dataworkz, which uses AI-powered automation to take the slog out of building a data-driven enterprise. Read Sachin Smotra's full executive profile here.
Behind this number lies the struggle of juggling complex tools tailored for vast datasets and the dance of centralizing data pulled from a sprawl of sources. Then there's the pricey hunt for top-tier data experts, which digs the financial hole deeper. But what if there's a brighter way forward?
Let’s dig in to explore NLP’s true potential, challenges in adoption and making our way through the challenges. So, when you tell a language model, like an LLM, something like:"Grab the customer data from Salesforce, merge it with account info, and show me accounts untouched for 60 days," it gets you. And it delivers.This is where the model tidies up. It chops sentences into words, ditches the fluff like"is" and"are" and strips words down to their roots. So,"beginning" just becomes"begin."It's like sorting candy.
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