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The general data agent
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Livedocs - The general data agent

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Livedocs is a general data agent that can do BI, ML, build dashboards, and write code and queries (anything a human data scientist would do!) Livedocs helps you understand your data instantly. Upload a CSV, spreadsheet, or connect your database, then ask questions in plain English. Livedocs uses AI to generate charts, metrics, and clear answers—no SQL, no dashboards, no setup. Built for anyone who needs insights fast, whether you’re technical or not. Just bring your data and start asking.

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The ability to run locally with your own GPU is a nice option for sensitive data. I'm curious about the schema inference—when connecting multiple data sources with overlapping but slightly different schemas, how does Livedocs handle reconciliation? Does it prompt for manual mapping or attempt automatic resolution?

Congrats on the launch! this is really cool!


I'm a Senior Data Scientist in Fintech (lending/capital markets), I’ve spent some time building scrappy agentic workflows with aws to answer executive questions like 'What was the loan churn rate trending MoM before the Oct spike?' The friction usually comes from the 'agent' losing context on our specific schema or failing at complex temporal joins.

The Livedocs UI looks incredibly clean, and the 'Notebook + Agent' hybrid approach I can definitely see myself using

From a Fintech perspective, I have two questions:

  1. Privacy & Infrastructure: Since we deal with sensitive credit data, what’s the 'Enterprise' story? Can this be self-hosted or deployed within a VPC (AWS/Azure) to bypass the legal hurdles of third-party data hosting?

  2. The Databricks Differentiator: We currently use Databricks with Copilot for SQL/Dashboards. How does Livedocs handle the 'governance' layer differently? Is it meant to sit on top of our existing Unity Catalog, or is it a complete alternative for the presentation layer?

I’d love to stress-test this with some of our non-PII datasets. If you're looking for more technical feedback or a user interview with a DS in the lending space, feel free to reach out at

Upvoted and watching closely!"

Maker

 Just sent you an email!

How to handle data in a cluttered environment? What are the high requirements for data quality?

LiveDocs 5 is a solid all-in-one workspace for data analysis and collaboration. I like how it combines AI-powered insights with SQL, Python, and visualizations in one place, making it easy to explore data without constant tool switching. There’s a small learning curve at first, but once you get used to it, it feels powerful and flexible for real data work.

congratz on the #1! How do you guys differentiate from other lightweight AI analyst tools, like Airbook, Wobby, Zenlytic, Wren AI, etc?

Btw, as a , adding you to our directory of AI analytics tools right away:)

This looks refreshingly simple. Upload data and ask questions in plain English—no dashboards or SQL is a big win. Curious how it handles messy real-world CSVs. Great concept 👍

Congrats on the launch 🎉 Do you have any affiliate/partner program?

Congratulations on the launch. Livedoc looks like promising tool for modern data analytics respect speed and comprehensiveness. I like that

Can it do what Python does?

What's the line limit for LiveDocs?

Besides data analysis, what does it serve?

Congrats on the launch, looks really cool

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