Rapid AI and data exploration for Jupyter
Python? Embeddings? Easy? Yes, yes, yes.
End-to-end AI solution with an API
sklearn and pytorch compatible, but will you care?
Featrix is a powerful AI system. You can use Featrix with our easy object-oriented API that lets you rapidly bring together data exploration, predictive analytics, from development to deployment. You can use our vectors with any platform you want, you can integrate your results with standard ML and data APIs that you already know. But you may find that Featrix is so much fun that you don't need the other guys as much as you thought.
Send us your pandas dataframes
Our API lets you quickly upload pandas dataframes for training and analysis right out of the box. You can build complete AI experiments and production models without any additional tooling or data preparation. No more fixing up data; you can just take all those NaNs and noisy values and dump them into Featrix.
Collaborate with your team or work privately
Create as many teams as you need. Costs are paid per team and easy to organize. Build projects and share with your team with full audit controls and isolation as needed. You can go fast in your lane without interfering with everyone else.
Burn down credits on actual work
No more dreading the first of the month with invoices from SaaS companies that you forgot about. Featrix only charges you for what you use. There's no per seat pricing or weird limitations. You get the full AI platform and services and use them a lot or use them a little--the pricing is elastic and budgeted so you're always in control.
Complete predictive analytics
Classification and regression are here to stay.
Private LLM enrichment
We use hosted LLMs and open models to help enrich and organize data "in the small". This means we can bring context to even the smallest data sets and help the models we create understand that "S" is smaller than "XL".
No data preparation
You can hook up data to power your AI out of the box with Featrix with no cleaning or other fancy data preparation required. Just upload a CSV file of your training data, tell Featrix which field you want to predict, and Featrix takes care of the rest automatically by building you what we call a neural function. Featrix even gives you code to copy and paste into your project to call your neural function with whatever input parameters you need.
Closed Loop Deployments
Every prediction you make with Featrix includes a uuid that lets you come back at any point later and tell Featrix the real value. So if you predicted a customer would buy a blue shirt and they bought a red one, you can tell Featrix and it will update its data automatically.
No data? Use Featrix to collect it.
Data is the backbone of AI--but getting it in the first place can be a project on its own. Featrix includes a Feeds feature that lets you feed data into Featrix. Simply pass in a JSON object or an array of objects to add to your Feed. You can create as many feeds as you need to, with unique names, and then your application can post any event to the Feeds. Once you have enough data in the Feed, Featrix can automatically build AI models for you and enable your application to get smarter as the data builds up. That's a complete solution without a lot of lift.
Working with us
We make it easy to work with us. If you would like to partner with Featrix, contact hello@featrix.ai.
Featrix: Now any developer can build powerful machine learning solutions using the latest techniques with a simple API.
No data preparation. No feature engineering. No hyper-parameter tuning. No unexpected cloud bills.
With Featrix, a few API calls are all you need to build elite-level machine learning without all the complexity.