Interactive AI vibe analysis + edit agent for connected data
Nexus is the Cursor for your data — no more uploads for tweaks, no more downloads for edits. Just seamless, AI-powered collaboration to build and analyze your connected data. With Nexus, you can do in-depth analysis, focused edits, and selective analysis.
👋 Hi everyone! I'm Nikhil, the maker of Nexus.
Today, I’m excited to officially launch Nexus - a tool I built to help everyone easily analyze their connected data and collaborate with AI data agents on your data
In my previous startup, analyzing connected data files was always the toughest part. The only options I had was to upload them to a generic LLM and talk with a black box. Every time I dealt with multiple files, I always had to explain the relationship. I was spending time explaining to the LLM more than doing my work :(
Nexus is the data agent tool I wish I had.
🚀 What’s included in this early version (Only available for Mac/Apple Users - Windows coming soon!):
✅ Automated semantic understanding - Nexus automatically understands the relationship between your files. Currently only works for CSV and Excel files.
📊 The data analysis co-pilot that auto updates context and gives you full context control
📝 Select edits through CMD+K on specific rows
✅ A simple tabular view that works for csv/xlsx files with natural language search enabled.
If you work with data (especially connected), Nexus is designed for you.
Nexus is still early, so I’d love to hear your thoughts, feedback, or questions - I’ll be around all day to chat.
Thanks for checking it out!
– Nikhil
About Nexus on Product Hunt
“Interactive AI vibe analysis + edit agent for connected data”
Nexus launched on Product Hunt on May 20th, 2025 and earned 98 upvotes and 9 comments, placing #21 on the daily leaderboard. Nexus is the Cursor for your data — no more uploads for tweaks, no more downloads for edits. Just seamless, AI-powered collaboration to build and analyze your connected data. With Nexus, you can do in-depth analysis, focused edits, and selective analysis.
On the analytics side, Nexus competes within Artificial Intelligence and Data & Analytics — topics that collectively have 472k followers on Product Hunt. The dashboard above tracks how Nexus performed against the three products that launched closest to it on the same day.
Who hunted Nexus?
Nexus was hunted by Nikhil Pillai. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Nexus including community comment highlights and product details, visit the product overview.
Nikhil Pillai