SOLUTIONS
Seamless cost-effective scaling
Set up your compute infrastructure for scale. Ensure every cluster is optimized, even as you scale to 100s jobs or more
Compute infrastructure that scales
Built for scale, Gradient enables a single engineer to optimize 100s of jobs
Your intelligent co-pilot
Gradient supports co-pilot and autopilot modes. Use Gradient as a passive recommendation engine to review and implement optimizations with a click, or opt for autopilot for optimization at scale.
Control groups of clusters
Some jobs are runtime insensitive, some have strict SLA requirements, and others just need to be as low cost as possible. Gradient makes it easy to group job settings to manage clusters at scale.
Anomaly alerts
Get notified when it matters. Be instantly alerted when a parameter deviates from historical normal values, such as a data size increase, a runtime drop, or a cost spike.
Zero code changes
Gradient only makes changes to your compute infrastructure. There’s absolutely no risk to your business logic or data, which is key for fast and easy engineer approval.
Complete control at your fingertips
Maintain complete control over your optimization strategy. Easily switch between co-pilot and autopilot modes at any time, for any job. You can also set runtime maxes for Gradient to obey, and revert any change in a click.
Connect to see everything at scale
A single pane of glass for your compute. Gradient unifies Databricks, Airflow, AWS, Azure, Azure data factory and other infrastructure platforms to display analytics and provide control over your entire data infrastructure.
Designed for scale
Gradient’s autopilot mode shines when managing large-scale Databricks environments. When you’re running 100+ jobs, manual cluster optimization no longer makes sense. Gradient frees your engineers from their toil.
Grow at your pace
Test Gradient out as an intelligent compute co-pilot to review and apply recommendations in a click. Easily transition to autopilot when you’re ready to scale, ensuring optimization keeps pace with your growing infrastructure.
Seamless shift to autopilot
As your comfort grows and your job count increases, effortlessly shift to autopilot mode with a single click. No complex setup or downtime required.
Key
benefits:
Flexible control, effortless scaling, and efficient optimization
Complete
automation control
Cut costs
and meet SLAs
Built for
large scale
Automatically
adapt
Risk-managed
automation
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
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Experience seamless, scalable Databricks job optimization that grows with your business