Summary: Prepare your 2027 Databricks budget with a complimentary Insight360 assessment from XTIVIA. Uncover operational waste, FinOps insights, and Unity Catalog readiness in minutes.
Table of contents
As data and engineering leaders prepare their 2027 operational roadmaps and budget requests, one major challenge consistently surfaces: separating necessary platform growth from invisible operational waste.
When you look at your Databricks environment today, out-of-the-box dashboards make it easy to see what you spent last month. But do they tell you why cost spikes occurred, which job clusters were over-provisioned, or whether untagged resources are clouding your departmental chargebacks?
Building next year’s budget on top of an unoptimized foundation guarantees one thing: carrying unnecessary compute waste directly into 2027.
Clear the Guesswork: The XTIVIA Databricks Insight360 Assessment
To help teams establish an objective operational baseline ahead of fiscal planning, XTIVIA is offering a complimentary Databricks Insight360 Assessment.
Unlike standard technical reviews that require endless manual interviews and disrupt your team’s routine, our automated Insight360 DataKit connects directly to your environment via secure APIs. In minutes, it extracts non-sensitive telemetry to generate an evidence-driven analysis of your entire ecosystem.
How Insight360 Prepares You for 2027 Planning
| Focus Area | What Insight360 Uncovers | 2027 Strategic & Financial Value |
| FinOps & Cost Governance | Over-provisioned clusters, idle SQL warehouses, and retry loops. | Trim operational waste now to negotiate accurate DBU capacity for 2027. |
| Unity Catalog Readiness | Legacy metastore configurations and workspace isolation paths. | Forecast real timeline and labor costs for modernizing data access controls. |
| Resource Attribution | Untagged compute and unallocated team usage. | Establish clean cost-center tracking for accurate internal department chargebacks. |
| Architecture & Security | Medallion pipeline health and privilege gaps. | Prevent unexpected mid-year remediation projects and compliance risks. |
Get Your Complimentary Assessment
Starting in 2027 with an optimized environment gives you the clarity to invest where it matters most—accelerating analytics, scaling AI/ML initiatives, and ensuring data security.
Establish your baseline today at no cost and with no manual overhead.
👉 Request Your Free Databricks Insight360 Assessment Today
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 Insight 360 delivered that and more. The assessment evaluated hundreds of checks across our compute, data, jobs, FinOps, and MLOps configurations and surfaced critical findings. What impressed me most was how quickly the team translated raw findings into clear, prioritized recommendations our engineers could act on immediately.
Regis Vogel Executive Director, Digital Infrastructure THE UNIVERSITY OF MICHIGAN
Frequently Asked Questions (Q&A)
Security & Data Privacy
- Q: Does Insight360 access our underlying business datasets?
- A: No. Insight360 strictly accesses system telemetry, operational metrics, and workspace configuration metadata. It never reads, accesses, or moves your underlying business data.
- Q: What permission levels are required?
- A: The tool operates exclusively on read-only administrative API permissions or standard read-only IAM roles. It cannot modify resources, change workspace settings, or execute cluster jobs.
- Q: Is telemetry data secure?
- A: All telemetry is encrypted in transit and at rest, handled under strict SOC 2 compliance standards, and used solely to generate your custom report.
Technical & Execution
- Q: Will this run affect production performance or generate cloud costs?
- A: No. Insight360 queries management and logging APIs asynchronously. It does not spawn compute clusters or run queries against your data lakes.
- Q: How much of our team’s time is required?
- A: Setup requires roughly 15 to 30 minutes to provision read-only API credentials. The automated DataKit handles the rest without requiring team interviews or questionnaire spreadsheets.
- Q: Can Insight360 evaluate multi-workspace or multi-cloud setups?
- A: Yes, Insight360 supports single and multi-workspace environments across AWS, Azure, and Google Cloud Platform (GCP).
Commercial & Deliverables
- Q: Why is XTIVIA offering this assessment for free?
- A: It offers a risk-free way to experience XTIVIA’s deep Databricks technical expertise. There is no obligation, though many clients choose to engage us to help execute remediation or guide 2027 modernization projects.
- Q: What deliverable do we receive?
- A: You receive a custom Insight360 Executive & Technical Scorecard detailing:
- Platform health and security maturity scores.
- Actionable FinOps cost optimization opportunities.
- Unity Catalog migration readiness gap analysis.
- Next steps for 2027 budget planning.
- Q: How quickly do we receive our findings?
- A: Within 3 to 5 business days of API setup verification.