SUMMARY:
XTIVIA Insight 360 evolves into a full Databricks management platform with deep cost intelligence, governance, and MLOps maturity scoring.
Table of contents
Introduction
In the modern data landscape, scaling a Databricks environment is often a double-edged sword. As your workloads grow and more teams are on board, the complexity of managing costs, ensuring airtight governance, and maintaining MLOps maturity grows exponentially.
At XTIVIA, we’ve watched this challenge evolve. That is why Insight360 has transformed from a foundational assessment accelerator into a comprehensive management platform designed specifically to help Databricks users gain total control over their data ecosystem.
What’s New in Insight360?
We’ve listened to the needs of enterprise data leaders to build features that tackle the most pressing “day two” challenges of Databricks adoption.
1. Deep Cost Intelligence
Visibility is the first step toward optimization. Insight360 now offers granular layers of cost tracking that go far beyond high-level consumption.
- Model Serving & Inference: Track the specific spend associated with deploying and running AI models.
- Job-Level Analytics: Identify which specific pipelines are driving your DBU consumption to ensure every dollar spent aligns with business value.
2. Enterprise-Grade Operational Governance
Moving fast shouldn’t mean breaking things. Our enhanced governance module provides a rigorous safety net for your data.
- Automated Checks: Hundreds of automated enterprise-grade scans across your environment.
- Prioritized Findings: Don’t get buried in alerts. Insight360 categorizes findings by severity, telling your engineers exactly what to fix first.
3. MLOps Maturity Scoring
As organizations pivot toward Generative AI and LLMs, the underlying infrastructure must be robust. Insight360 now includes an itemized MLOps assessment that provides a formal maturity score and a roadmap to professionalize your machine learning workflows.
4. Industry-Specific Intelligence
Generic solutions only go so far. We are excited to announce the launch of our Healthcare & Pharmacy Intelligence add-on, designed to address the unique compliance and data-processing needs of the healthcare and pharmacy sectors.
Coming Soon: Keep an eye out for our Retail version, currently under development!
Real-World Impact: The University of Michigan
Don’t just take our word for it. When the University of Michigan needed to audit its expanding Databricks footprint, it turned to Insight360 to bridge the gap between raw data and actionable engineering tasks.
“As our Databricks usage has grown across multiple team members and workloads, we needed an objective assessment of where we stood on security, governance, cost efficiency, and operational best practices. XTIVIA’s Insight360 delivered that and more. The assessment evaluated hundreds of checks across our compute, data, jobs, FinOps and MLOps configurations and surfaced critical findings — from cluster policy enforcement gaps to opportunities for better cost tagging and runtime standardization. What impressed me most was how quickly the team translated raw findings into clear, prioritized recommendations our engineers could act on immediately.”
— Regis, Executive Director, Digital Infrastructure, University of Michigan
Ready to Optimize Your Lakehouse?
Whether you are looking to trim unnecessary spend, harden your security posture, or scale your AI initiatives, XTIVIA Insight360 provides the clarity you need.
Contact XTIVIA today for a demo of Insight360 and see how we can help you turn Databricks complexity into a competitive advantage.