Product | Kaskada

Feature engineering & machine learning success

High quality features are the single most important factor in a machine learning project’s success. Yet most data teams lack common tools and processes to create and deliver high quality features quickly and consistently.

Kaskada provides a unified platform for feature engineering, including a collaborative interface for data scientists and powerful data infrastructure to compute and serve features in production environments.

How It Works

Connect to Data

Ongoing access to all the data needed for feature creation

Ingest historical data from data warehouses and data lakes
Explore data and define relationships between event-based data sources
Connect directly to streaming data sources, like Apache Kafka and Amazon Kinesis (Enterprise only)

Design and Visualize Features

Create features using a simple, interactive interface

Write impactful features using precise, point-in-time historical feature values
Visualize feature distributions across time in interactive charts
Commit your work and collaborate with others

Select and Export Features

Discover and share features to train models

Compare feature values visually to find meaningful patterns
Normalize and encode features values with a few clicks
Choose features to export for training, using feature values across time
Share features with your entire team in the feature store.

Deploy to Production

Deliver features directly to customer-facing applications

Set up recurring batch calculations of all feature vectors to use in production
Update the feature versions used in production in minutes
Call the feature store API to receive real-time feature values

Kaskada Plans

Kaskada offers three plans for individuals, data science teams, and organizations to streamline feature engineering. Choose to learn and evaluate using public data with the Community edition, to collaborate and increase your impact using your own data with Data Science edition, and to power dedicated, production-ready infrastructure with real-time data in the Enterprise edition.

Pricing for Kaskada's Community Plan

Features List	Community
Set up	Fully set up - just log in!
Data	Curated public datasets Sample projects
Collaboration	Individual commit & version history
Production	Training exports only

Pricing for Kaskada's Data Science Plan

Features List	Data Science
Set up	Simple user and data config (web-based) Fully managed
Data	Bring your own data (batch)
Collaboration	Team commit & version history Feature Store
Production	Periodic batch updates

Pricing for Kaskada's Enterprise Plan

Features List	Enterprise
Set up	Dedicated deployment Managed or your cloud
Data	Connect directly to data (static + streaming) PII control / oversight
Collaboration	Granular permissions Team level isolation
Production	Real-time data API Monitoring & alerting

Pricing for Kaskada

Features List	Community	Data Science	Enterprise
Set up	Fully set up - just log in!	Simple user and data config (web-based) Fully managed	Dedicated deployment Managed or your cloud
Data	Curated public datasets Sample projects	Bring your own data (batch)	Connect directly to data (static + streaming) PII control / oversight
Collaboration	Individual commit & version history	Team commit & version history Feature Store	Granular permissions Team level isolation
Production	Training exports only	Periodic batch updates	Real-time data API Monitoring & alerting

FAQs

How do I sign up?: Simply fill out the form and you’re in!

What happens after I sign up?: Once you fill out the form, you will be redirected to your account.

What if I want to cancel?: You can cancel at anytime.