FEATURES

Integrations for optimized data pipelines

Gradient fits seamlessly into your existing data infrastructure

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

Databricks Jobs

Gradient is the first AI compute optimization engine for Databricks. It enables organizations to save up to 50% on their Jobs compute bill, while maintaining strict runtime SLAs.

NVIDIA RAPIDS

Leverage GPUs in the cloud to support ML and accelerate data processing. Seamlessly optimize GPU-based tasks, significantly reducing processing times and improving overall efficiency.

Airflow

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

Azure Data Factory

Optimize your data pipelines managed by Azure Data Factory with Gradient. Ensure cost-effectiveness with optimal resource allocations across your ADF-orchestrated workloads with Gradient.

Terraform

Seamlessly manage infrastructure as code. Leverage Terraform’s robust state management and execution planning along with Gradient’s compute optimization capabilities to automate data infrastructure optimization.

CI/CD compatible

Effortlessly 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

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.

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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