Build powerful semantic search and RAG applications on tabular and structured data
Featrix turns your tabular data into a powerful vector search engine—so your AI can find what matters, not just what matches.
Built for structured data. Ready for RAG, search, and analytics.

Uncover rich, complex relationships in your data – and build AI models automatically
Reveal Complex Relationships for Semantic Search
Why Choose Featrix?
Purpose-Built for Structured Data
Featrix understands the meaning of your columns—text, numbers, categories—and encodes them accordingly for truly relevant results.

High-Precision Similarity Search
Go beyond keyword or string matching: find rows that are actually similar in context, not just phrasing.
Drop-In RAG Support
Easily plug Featrix into your retrieval-augmented generation (RAG) workflows to bring structured knowledge into your AI answers.

Fast, Transparent, and Controllable
No black-box vectors—choose which columns to include, understand what drives similarity, and keep full control of your data.
What Customers Are Saying
"We have reactivated 100s of customers who have spent over $100,000 using our Featrix-powered AI models and the number continues to grow every day. Featrix's ability to reach into our data and retrieve powerful cohorts has been a step above and beyond any other analytics solution we have tried."
Co-Founder
Retail Company
"[Featrix] is so elegant. I can't believe how easy you guys have made this. We were trying to have the dev team build these models themselves but they haven't been able to get it to production. With Featrix, we are there."
CTO
Software Company
Get a demo. Try it out. Stay in touch.
Whether you're a data scientist, ML engineer, ML manager, or consultant, we're all ears. We'd love to show you how we are helping teams cut costs and improve their ML project ROI. Send us an email at hello@featrix.ai or reach out with this form.