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Who is Text-To-SQL for? I've been talking to a lot of companies using AI, and there's this persistent feedback: "Text-to-SQL isn't for me." So, who is it for? Here’s what I've learned and would love to hear your thoughts too. - End Users: These are the business folks who don’t know SQL but want to ask questions in natural language and get answers directly. They love the idea of bypassing the data team, but hit a wall when it comes to verifying if the SQL generated is correct. They end up asking the data team anyway or just not trusting it. - SQL Analysts: These are the data engineers and analysts who know SQL but want to speed up their workflow. The dream here is having SQL auto-generated to save time. But the reality? The SQL often doesn’t match their style, is hard to read, and can take more time to debug than writing it from scratch. - The Dilemma: Text-to-SQL aims to bridge the gap between natural language and data querying, but it often falls short in both camps. The initial promise is there, but the implementation lacks polish, leaving many users skeptical and reverting to traditional methods. We need to rethink who exactly benefits from text-to-SQL and refine the approach to truly add value. If you’ve cracked the code or have a unique use case, I'd love to hear about it! Like, share, and comment if you found this insightful – let’s keep the conversation going! Full Video: https://lnkd.in/gR5sryB9 #genai #data #texttosql #sql #datamodelling #ai

Interested in AI SQL agents or Text to SQL. Ahmed Elsamadisi talks about the challenges with their scalability here

Ahmed Elsamadisi is back, help guide him on how to share content you find interesting.

Unlocking the Power of Event Data: Why Every Company Should Prioritize It ?? In today's data-driven landscape, companies are constantly seeking ways to gain deeper insights and make smarter decisions. Amidst this quest for knowledge, one treasure trove often overlooked is event data. ?? Event data is the heartbeat of your business, capturing every interaction, transaction, and engagement across platforms and channels. ?? By harnessing event data, companies can uncover valuable patterns, trends, and correlations that traditional data sources may miss. ?? Whether it's understanding customer behavior, optimizing marketing campaigns, or enhancing product experiences, event data holds the key to unlocking actionable insights at scale. ?? Don't underestimate the power of event data! Embrace it, leverage it, and watch your business soar to new heights of success. #DataDriven #EventData #BusinessInsights #MavisAI #Narrator #Data

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?? Exciting News Alert! ?? Get ready to supercharge your data analytics game because Mavis AI is coming soon to Narrator! With Mavis AI, you'll unlock a whole new level of insights and efficiency in your data analysis process. Seamlessly interact with your data, ask complex questions, and receive instant, actionable insights – all through a simple chat interface. ???? ???? Join our Mavis AI community to stay in the loop & and discover the power of event data: https://lnkd.in/e3mKpnAd #Narrator #MavisAI #DataAnalytics #ComingSoon #Innovation #AI #EventData

?? Exciting News! Narrator's launched a new community! ?? Join us as we dive into the world of events – the backbone of data analysis. Our community offers tailor-made channels for various industries, from e-commerce to tech, where you can share insights, ask questions, and celebrate the data-driven journey with us. Check it out ?? https://lnkd.in/e-Zjahwv Don't miss out – join the excitement today! ??

I am excited to share a data community centered around events! When I invented the Activty Schema it was to show that everything in the world is an event and events can be used to answer any question. Today, leaders like Timo, Ergest and so many more have promoted and discussed what makes a good activity and all you can do with activities. Today we bring everyone together to discuss, share and learn all things events! https://lnkd.in/gpsFA6tv