AI Agents for Databricks Optimization
Move beyond observability to automated optimization with three specialized AI agents that optimize costs, eliminate firefighting, and improve performance.
Three AI Agents Purpose-Built for Databricks
Observability tools tell you what’s wrong. Unravel’s AI agents fix it for you. Three specialized agents handle different parts of your Databricks environment.
- The FinOps Agent tackles cost optimization and budget control. Reduces waste by 70% through intelligent rightsizing, fixing poor code, and installing guardrails.
- The DataOps Agent handles the firefighting. No more 2 AM troubleshooting calls.
- The Data Engineering Agent is different. It reviews and optimizes code before it hits production, catching performance issues during development rather than after deployment.
Each agent works differently but shares the same approach: identify the problem, understand the root cause, and implement the fix. You control automation levels. Some teams start with recommendations requiring approval. Others enable full automation for proven optimizations across their entire deployment.
Observability tools tell you what's wrong. Unravel's AI agents fix the problems.
For you
Unravel takes action on your behalf to reduce toil and direct tickets.
With you
Unravel integrates with your tools to automate your processes.
By you
Unravel recommends actions you can take to achieve your desired outcomes.
Get free insights into your Databricks performance, productivity, and projected savings.
Auto-Save. Auto-Govern. Auto-Awesome.
- Optimize Databricks workspaces, jobs, queries, and tables automatically.
- Chargeback / showback with business context, such as by project or business unit.
- Create and track budgets at the granularity you want.
- Automatically surface ways to optimize cost.
- Insights and recommendations that empower less experienced teams.
99% less firefighting. 100% more brilliance.
- Auto optimize Databricks SRE workflows. Issue root cause, ticket creation, and remediation.
- Create auto-actions for repeated issues, so Unravel can act on your behalf.
- Automatically connect the dots and troubleshoot issues to drive Databricks optimization.
- Integrate seamlessly with your messaging and issue-tracking tools.
- Customize your dashboard and reports to meet your needs.
- Track progress, create leaderboards, and design incentives to promote a healthy shared platform.
Maximize Productivity. Minimize Boredom.
- Automate code reviews. Get recommendations to fix code.
- Optimize Databricks performance by optimizing code, configurations, data layout, and more.
- Get the root cause of failures and slowdowns automatically.
- Integrate with any messaging system, code repos, and devops tools to supercharge your workflow.
Databricks optimization built specifically for today's modern enterprises
“Equifax receives over 12 million online inquiries per day. Unravel has accelerated data product innovation and delivery.”
Complete Databricks Optimization at Enterprise Scale
Performance optimization drives faster results, but it’s only part of maximizing your Databricks investment. Real optimization means your jobs run fast, your costs stay predictable, and your operations run smoothly. That’s where Unravel’s three AI agents come in.
The DataOps Agent eliminates performance bottlenecks and cuts troubleshooting time by 99%. The Data Engineering Agent automates code optimization and configuration tuning. The FinOps Agent optimizes costs and eliminates waste while maintaining peak performance.
Built directly on Databricks System Tables, these agents work together to optimize your entire environment. You get automated performance fixes, cost control, and operational reliability. Whether you’re running complex analytics or real-time workloads, Unravel scales with your Databricks deployment.
Commonly asked questions about our platform for Databricks AI agents
Databricks optimization gives you complete visibility into how your data pipelines and systems are performing across your entire data stack. Modern Databricks data teams need data platform optimization tools because optimizing data reliability, pipeline performance, and spending manually is nearly impossible with today's complex, distributed environments. A solid Databricks optimization solution helps teams catch problems before they hurt business operations, optimize how resources get used, and make sure reliable data reaches decision-makers when they need it.
Unravel for Data Platform Optimization works perfectly for data-driven enterprises looking to optimize data performance, speed up data-driven insights, and optimize cloud spending. Our data platform optimization software is built for organizations that depend on analytics from complex data pipelines handling massive amounts of data across modern, intricate data stacks. What separates us from other Databricks optimization companies is our AI-native approach that goes beyond monitoring to provide actionable automation and optimization.
Unravel for Databricks Optimization offers hundreds of powerful capabilities that help data teams troubleshoot issues, optimize performance, migrate workloads, and control costs. Our Databricks optimization tools provide comprehensive monitoring, automated root cause analysis, intelligent cost optimization, and proactive issue prevention. Ready to see what our Databricks optimization solutions can do?
Here's how you can get started:
• Get a Free Databricks Health Check Report
• Explore our Self-Guided Interactive Tours
• Book a Personalized 30-Minute Live Demo
The main difference between many code generation products currently available is that they are typically based on static code analysis, while Unravel's Databricks AI Insights Engine uses dynamic code analysis - meaning that its review of code and SQL is based on more than just the code itself, but also the data layout, table structure, partitioning, and other metadata. Unravel also analyzes your code's runtime performance and efficiency to enhance recommendations.
Unravel enables AI-driven innovation with Databricks, such as fraud detection. Unravel is committed to security and focused on keeping our clients and their data safe. Unravel's data platform optimization software is SOC 2-compliant and has earned a Service Organization Control (SOC) 2, Type II certification, ensuring enterprise-grade security standards that data platform optimization companies must meet.
Visit our Trust Center to learn how Unravel protects your data, including security, compliance, and privacy documentation.
Unravel's FinOps Agent automatically optimizes Databricks costs through intelligent cluster rightsizing, idle resource detection, code optimization and workload optimization. Rather than just identifying cost issues, Unravel implements fixes automatically based on your governance preferences. You control the automation level, from manual approval to full automation for proven optimizations. Customers typically see 25-35% sustained cost improvements while maintaining performance, with granular cost visibility and budget tracking built natively on Databricks System Tables.
Learn more about Unravel for Databricks Cost Optimization.
Databricks offers general tips and settings for certain scenarios, for example, auto optimize to compact small files. Unravel provides recommendations, efficiency insights, and tuning suggestions. With a single Unravel instance, you can monitor all your clusters, across all instances, and workspaces in Databricks to speed up your applications, improve your resource utilization, and identify and resolve application problems.
Learn more about Unravel for Databricks Performance Optimization.