FEATURES

Integrations for optimized data pipelines

Gradient fits seamlessly into your existing data workflows

Gradient integrates seamlessly with your stack and data tools

Extensible optimization engine

Leverage our pre-built integrations to streamline your workflows, or build your
own custom integration

Airflow

Connect Gradient with Airflow to gain full visibility and control over your Airflow-managed jobs. Connect the dots between runs, understand what changed from run to run, and how that has impacted costs and performance.

Azure Data Factory

Optimize your Azure Data Factory pipelines with Gradient. Ensure cost-effective efficiency with optimal resource allocation across your pipelines, no matter where they are orchestrated.

Databricks Workflows

Gradient helps you get the lowest compute cost for your requirements. This is true for scheduled jobs with known outcomes and complex pipelines, like cyclic patterns, variable data sizes, workflows with parallel jobs, etc.

Gradient support Databricks jobs workflows out of the box

API-driven customization

Use our robust REST APIs or Python library to access any of Gradient’s features programmatically. Easily build custom integrations to share job cost and performance information with internal dashboards and financial tools.

Gradient optimizes complex data pipelines

CI/CD compatible

Seamlessly incorporate Gradient into your continuous integration and deployment processes. Use our Python library to integrate Gradient with your development pipelines on Jenkins, GitLab CI, or GitHub Actions.

Gradient works seamlessly with your CI/CD systems

Compliant and secure

Gradient is SOC 2 type II compliant. It automatically collects detailed audit logs for every change made. These logs can easily be streamed to your logging or SIEM tool for further analysis.

Key
benefits:

Easily optimize all of your Jobs
with Gradient’s integrations

Analyze detailed Spark metrics for your jobs

Maximum impact
in minimum effort

Every recommendation is tailored to your specific data pipelines, ensuring maximum relevance and impact.

Gradient was designed to work with your stack

Works with
your workflows

Integrate with Gradient without disrupting your existing workflows. Gradient was built to work with what you have.

Customize Gradient to your needs using our robust REST API

Easy customization

Gradient was meant to fit in with your environment. Tailor Gradient to your specific needs using our robust API.

Gradient saves engineers 10 hours a week

Platform agnostic

Gradient works with your infrastructure, not against it. It supports AWS, Azure, and GCP (soon).

Secure and compliant

Gradient is SOC 2 Type II compliant. It also collects audit logs of every change made for simplified auditability.

I’d be surprised if there was any data team on the planet that wouldn’t save money and time from using Gradient.

Jesse Lancaster, CTO, Forma.ai

“Gradient is an excellent tool that delivers real results that you can see in your monthly [data infrastructure] bill.”

Deniz Parmaksız, Sr. Data Engineer, Insider

“With automated optimization and scalable solutions, Gradient guarantees seamless pipeline operation.”

Blaine Elliot, Data Engineer, Abnormal

Explore
additional
capabilities

Get started today

Leverage customized machine-learning models to take your compute to the next level

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