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Excited to announce our newest addition: CI/CD Testing for Data Pipelines!
We've just launched Performance Optimization!

Cut Costs and Ensure SLAs with AI-Powered Spark Optimization

Maximize resource utilization and improve jobs runtime with real-time monitoring and actionable recommendations

Get a Personalized Cost Saving Estimate
Spark Optimization in Action

See how definity helps you monitor, profile, and optimize Spark performance & cost, with zero code changes.

Effortless Spark Optimization for Immediate Cost Savings

Tired of digging into Spark UI and fumbling to know where to start?
With definity, Spark performance can be seamlessly monitored and contextualized, so optimization is simplified and automated. Optimize your Spark jobs in minutes, avoid fire-drills, and start saving your organization hundreds of thousands of dollars!

Powerful Insights for Data & Platform Engineers

Actionable Spark observability

Continuous Deep Visibility

Monitor performance, SLAs, and cost at the pipeline, job, and transformation levels, with insightful drill-downs.

Real-Time Detection

Automatically identify degradations in-motion, before they impact downstream.

AI-Powered Recommendations

Get intelligent insights & drill-downs to easily root-cause inefficiencies and tune jobs.

Built for Spark devs, by Spark devs

Tailored Spark Tuning

Identify and fix CPU & memory utilization, Skew, Spill, Shuffle/Partitions, and more.

Simplified Spark Observability

Avoid getting lost in Spark UI, with a unified context linking performance, data behavior, and lineage.

Out-of-the-Box Spark Monitoring

Monitor all Spark pipelines, on-prem or cloud, with zero code changes.

Platform cost savings & resilience

Proactive Cost Optimization

Monitor cost & resource waste. Pinpoint pipeline-specific savings opportunities.

Optimal CPU and Memory Utilization

Tune jobs to free up cluster resources, cut costs, and reduce job failures.

Improved SLAs

Monitor failures & delays in real-time. Optimize jobs to reduce run-times and ensure SLAs.

Real Results, Fast

30-50%
Fewer SLA Misses
15-30%
Cost Saving
Week-1
Insights & Savings Opportunities

How It Works?

Continuously Monitor

Track performance, inefficiencies, and cost at all levels. Detect degradations in real-time.

Pinpoint Opportunities

Identify pipeline waste.
Get concrete optimization opportunities with highest ROI

Easily Optimize

Tune jobs & queries performance with insightful drill-downs and actionable recommendations.

Instrument in <30 minutes and get needle-moving insights within week-1
Central installation, zero code changes. On-prem or cloud.

Learn more how definity enables data engineers to optimize Spark performance & curb data platform cost.

Ready to unlock instant platform cost savings?

Optimize your Spark jobs in minutes and slash operational costs