FEATURES
Automatic ML model fine-tuning
Gradient’s ML models are automatically fine-tuned to your workloads to offer customized optimizations
100% customized models
Get maximum impact with minimal effort with optimizations tailored to your data pipelines and goals
Custom tailored recommendations
Get the right optimization recommendations for your jobs. Gradient uses advanced machine-learning models that are fine-tuned to your jobs , based on historical logs. This is what enables Gradient to provide high-impact optimizations.
Precision-engineered
accuracy
Leverage cutting-edge models straight out of MIT to optimize your compute infrastructure. We’ve built a hallucination-free model that uses statistical trends to increase accuracy, with a goal of reaching 99% accuracy.
Self-Improving
ML models
Gradient’s closed feedback loop continuously improves its recommendations. Each optimization builds upon the performance results of previous adjustments, ensuring ever-improving efficiency.
One engineers,
1000s of jobs
Empower a single engineer to efficiently manage thousands of jobs. Gradient’s machine learning powered optimization gives back 10 hours per week per engineer, dramatically increasing productivity.
Fully transparent modeling
See what we use to train our models. Gradient is a fully transparent system, allowing you to access the historical cluster information and Spark event logs our machine-learning models use to train, and even use them yourself.
Works with your jobs
Gradient’s models can be trained on any job you are running on Databricks Jobs compute and cut compute costs while improving performance. This includes ETL jobs, LLM jobs, ML jobs, period jobs, large jobs, short jobs, or any other job.
Key
benefits:
Fully customized models, trained on historical logs
Hyper-focused
AI optimization
Reduce costs
and hit SLAs
Understand SLA tradeoffs
Built-in
scalability
Flexibile automation options
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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Get started today
Leverage advanced machine-learning models trained on your jobs to slash compute costs