Narrator

Narrator

Software Development

Brooklyn, NY 3,097 followers

Answer data requests in minutes with only one table

About us

Narrator powers self-service analytics across all your data. It allows anyone to get answers in minutes instead of weeks, using the same data as your data team. Narrator helps your data team build a full customer 360 that covers every interaction customers have with your business (opened emails, paid invoices, new support tickets, etc...), which provides the foundation for a comprehensive self-service experience for your company. Anyone can answer quick questions and self-serve requests across all your data without needing SQL and then integrate that data with your existing tools (spreadsheets, BI, and SaaS tools like email providers).

Industry
Software Development
Company size
11-50 employees
Headquarters
Brooklyn, NY
Type
Privately Held
Founded
2017
Specialties
Data Engineering, Analytics, Artificial Intelligence, and Insights

Locations

Employees at Narrator

Updates

  • Narrator reposted this

    View profile for Ahmed Elsamadisi, graphic

    Founder/CEO @ Narrator AI | Creator of the Activity Schema™️ | Forbes 30u30 | YC S19

    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

    Who is Text-to-SQL for?

    Who is Text-to-SQL for?

    https://www.loom.com

  • View organization page for Narrator, graphic

    3,097 followers

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

    View profile for Ahmed Elsamadisi, graphic

    Founder/CEO @ Narrator AI | Creator of the Activity Schema™️ | Forbes 30u30 | YC S19

    Why do AI SQL agents not scale? SQL agents struggle to scale due to challenges in contextual understanding and metadata balance, making it hard for them to reliably convert questions into accurate SQL queries. Key points 💡 1. SQL Agent Definition: SQL agents convert written questions into SQL queries. Their complexity arises from the need to understand and navigate large, nuanced datasets. 2. Context Limitations: Human analysts remember context and nuances from conversations and interactions. SQL agents struggle because providing extensive context makes them inconsistent and prone to confusion. 3. RAG (Retrieval-Augmented Generation) Approach: RAG involves providing SQL agents with only relevant, similar context, but this often fails due to the nuanced nature of data. 4. Metadata Issues: Effective use of metadata (descriptions of tables and columns) is crucial but challenging. Poorly written metadata can cause confusion, while overly detailed metadata can obscure key differences. 5. Balancing Metadata: Companies often struggle to balance metadata detail, which impacts the SQL agent's ability to understand and utilize data effectively. Full Video Answer: https://lnkd.in/gGM8Z8WK #data #datamodelling #ai #genai #sqlagents #agents #sql #datascience

    Why SQL agents don’t scale?

    Why SQL agents don’t scale?

    https://www.loom.com

  • View organization page for Narrator, graphic

    3,097 followers

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

    View profile for Ahmed Elsamadisi, graphic

    Founder/CEO @ Narrator AI | Creator of the Activity Schema™️ | Forbes 30u30 | YC S19

    I am back! It has been a while since I posted on LinkedIn, but I am excited to start sharing content. I would love some guidance on how to make these posts interesting, helpful, and timely. METHOD: - Short posts - Long detailed posts - Videos of me discussing a topic - Short post with blog post CONTENT: - Data Modeling - AI on top of data warehouse - Business questions that should be answered - Industry-specific insights - Implementation details in data + AI (ex. consistency vs context size) - Cost-saving approaches in data warehousing Please comment with your recommendations, thoughts, or desires. If you want my thoughts on anything else, please let me know. If you want me to stop sharing, please share why as well. #data #ai #modelling #datawarehouse

  • View organization page for Narrator, graphic

    3,097 followers

    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

  • View organization page for Narrator, graphic

    3,097 followers

    🚀 Inviting all Data and Business Leaders To Join Our Slack Community! 🚀 Are you ready to unlock the power of event data and drive transformative change in your organization? Join our vibrant community of forward-thinking professionals who are revolutionizing the way businesses harness event data insights to fuel growth and innovation. Join here 👉 https://lnkd.in/e-Zjahwv Whether you're a seasoned data scientist, a visionary business leader, or an aspiring data enthusiast, our community offers a dynamic platform to connect, collaborate, and learn from industry experts and peers alike. #DataAnalytics #BusinessLeadership #CommunityBuilding #DataDriven #Datascience #Eventdata #Narrator

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  • View organization page for Narrator, graphic

    3,097 followers

    🚀 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

  • View organization page for Narrator, graphic

    3,097 followers

    🚀 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! 🌟

    • No alternative text description for this image
  • Narrator reposted this

    View profile for Ahmed Elsamadisi, graphic

    Founder/CEO @ Narrator AI | Creator of the Activity Schema™️ | Forbes 30u30 | YC S19

    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

    Slack

    mavisaicommunity.slack.com

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