What Does Kraken Do?
A Technical Overview of Kraken by BigSquid.ai
Kraken brings enterprise-grade AI and automated machine learning
(AutoML) to the business user by integrating directly with your existing
As an AutoML platform, Kraken aims to automate the process
of applying machine learning to real-world problems, including
data preparation, feature extraction, and algorithm selection and
optimization; tasks that traditionally require a data scientist.
KEY PRODUCT FEATURES
In just seconds, connect and perform exploratory data analysis (EDA) to understand your dataset and begin building machine learning models.
kraken ml pipeline
With Pipeline, you can quickly implement your EDA findings, conduct light data transformations, and start building machine learning models faster.
Kraken hosts and automates the machine learning pipeline making its AutoML processes incredibly fast, and accessible from anywhere you have an internet connection
Kraken offers a Scenario Builder to give you the “what-if” workbench you need to design action plans and improve business outcomes.
Publish and automate predictions directly to your data environment, export predictions to an excel file, or deploy your model to an API endpoint for real-time predictions in just a couple of clicks.
Kraken aims to make AI as explainable as possible by providing Drivers, model metrics, and Prediction Influencers to surface actionable insights. There’s no ‘black box’ here.