Predictive Cost-Usage
Real-time visibility into cluster usage, DBU consumption, and job performance via dashboards.
Operational Efficiency
Identify medium maturity jobs—those that succeed but waste spend (e.g., unnecessary retries).
Strategic FinOps
Track cost growth trends by domain to validate ROI (e.g., marketing vs. supply chain).
Is “Invisible Drift” Skewing Your Data?
Even with a clean architecture, your platform evolves. As adoption grows, risk and inefficiency evolve quietly underneath your architecture diagrams. “Invisible drift” quietly undermines your Databricks analysis and data quality efforts.
Clean Architecture
Diagrams
Adoption
Security Risks
- Long-lived tokens
- Broad Permissions
Governance Gaps
- Experimentation pipelines running hourly in production
- Lack of model deployment aliases
Cost Creep
- “Slow creep” from inefficient job retries
- Unoptimized serverless compute—not just sudden spikes
Is “Invisible Drift” Skewing Your Data?
Even with a clean architecture, your platform evolves. As adoption grows, risk and inefficiency evolve quietly underneath your architecture diagrams. “Invisible drift” quietly undermines your Databricks analysis and data quality efforts.
Security Risks
- Long-lived tokens
- Broad Permissions
Governance Gaps
- Experimentation pipelines running hourly in production
- Lack of model deployment aliases
Cost Creep
- “Slow creep” from inefficient job retries
- Unoptimized serverless compute—not just sudden spikes
XTIVIA Insight360
Comprehensive Databricks Analysis
XTIVIA’s Insight 360 is a comprehensive monitoring and assessment tool designed to align your Databricks environment with both business needs and budgetary goals. By combining real-time visibility with automated checks across security, governance, and performance, Insight 360 delivers actionable executive insights through a weighted maturity scorecard and detailed reporting. This solution empowers organizations to proactively optimize compute spending, mitigate risks, and drive operational efficiency through a scalable, repeatable framework for Databricks excellence.
Insight360 is the all-in-one toolkit for Databricks monitoring, split into two powerful engines:
Insight360 FinKit
Maturity Scorecard
Predictive Cost-usage
Easy Adoption & Rapid Deployment
Operational Efficiency
Faster Business Decisions
Proactive Monitoring
Insight360 DataKit
Ensure Best Practices - Unity Catalog, ML
Governance & Performance
Provide Unified Visibility with Maturity Scorecard
Actionable Fixes with Results Reporting
Proactive & Ondemand Monitoring
Deployment Ready: Dockerfile and GitHub
User-friendly, Easy Adoption
Faster Decisions with Exec-friendly Visuals
Databricks Champions:
Certified experts with deep experience in Lakehouse monitoring and migrations. Easy to use interface makes the process of receiving, tracking, and auditing assets quick and simple
Proven Results:
We’ve helped healthcare and retail leaders modernize their platforms, ensuring data quality and reducing operational overhead.
Actionable & Fast:
“Insight360 doesn’t tell you how Databricks should be used. It shows you how it actually is—and how to improve it without slowing teams down.”
Our Customers
Let’s Talk Today!
No obligation, no pressure. We’re easy to talk with and you might be surprised at how much you can learn about your project by speaking with our experts.
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Additional offices in New York, New Jersey,
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International: +1 719-685-3100, ext. 2
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