CloudZero Platform Deep Dive - Optimize & Anomalies

What is CloudZero Optimize?
Traditional optimization tools dump thousands of line-item suggestions with little business relevance, so
most sit untouched. CloudZero Optimize closes that last-mile gap—embedding actionable, trusted
recommendations directly into engineering workflows and proving their value in dollars once implemented. If
your teams already use CloudZero for allocation and anomaly detection, Optimize is the natural next step to
convert insight into measurable savings.
- What is it?
Recommendation engine with context – continuously scans usage and surfaces a curated library of savings opportunities tailored to your architecture and business priorities. Multi-cloud by design – built on CloudZeroʼs AnyCost™ data model, so recommendations can span every bill you ingest. - How it works
Impact-and-effort scoring – each recommendation is automatically ranked by projected dollar impact versus required engineering effort. Noise-reduction filters – slice recommendations by service, account, team, or tag to eliminate alert fatigue. new optimization rules are shipped continuously, keeping guidance current as cloud services evolve. - Built for everyday workflows
Delivered where engineers already work – recommendations arrive as Slack threads or Jira tickets, pre-populated with technical context and a savings estimate, so fixes fit naturally into sprints. Gamified progress tracking – once a change is merged, realized savings roll up into team leaderboards and ROI dashboards. - Outcomes teams can expect
Faster time-to-savings: Curated, prioritized list directs engineers to the highest-ROI actions first. Lower cloud waste: Context-rich guidance reduces trial-and-error and prevents performance regressions. Stronger FinOps maturity: Shared dashboards and integrations keep Engineering, FinOps, and Finance aligned on dollars saved. CloudZero is the platform that gives companies real-time visibility into every dollar they spend on AI and cloud. We make your cost per token, per model, per feature, and per customer instantly accessible. With automated tagging, anomaly detection, and customizable views for engineering, finance, and product teams, CloudZero turns cost control into a strategic advantage. Youʼre not slowing down innovation - youʼre scaling it smarter.
You canʼt optimize what you canʼt see. CloudZero shows you what matters – before itʼs too late.
FAQs
What happened to the top Insights tab?
The “Insightsˮ have now been consolidated into CloudZero “Optimizeˮ tab. You will find all your manual/custom insights under Optimize → Insights tab.
How do I get full access to Optimize?
General Availability is scheduled for August 13, 2025. Please contact your FinOps Account Manager or Customer Success Manager.
Does CloudZero Optimize require an additional license?
Yes, CloudZero Optimize is an add-on. Please contact your FinOps Account Manager or Customer Success Manager for more information.

How do I migrate from insights to optimize?
The migration is automatic. Custom/manual insights will remain available under the “Insightsˮ link inside the new Optimize tab.
How is this different from the old "Insights"?
"Insights" showed optimization opportunities, but often lacked context and actionability. Optimize provides richer, prioritized guidance embedded in engineering workflows with full tracking and team accountability tools like leaderboards.
How does Optimize deliver recommendations?
Unlike traditional tools that dump line-item suggestions, Optimize filters and prioritizes actions, embeds them directly in Slack and Jira, and tracks savings progress via leaderboards and dashboards.
Does it support multi-cloud?
Yes. Itʼs built on CloudZeroʼs AnyCost™ data model, which spans AWS, Azure, GCP, Snowflake, and more.
Does it consider historical usage or industry benchmarks?
Yes. Optimize uses a lookback period and industry benchmarks to generate contextual recommendations.
Are effort levels and priorities customizable?
Yes. Each recommendation includes an impact/effort score, which can be adjusted based on customer-specific feedback and experience.
Can I customize the columns in the UI?
Yes. You can hide/show columns and add custom CloudZero dimensions.
How often are recommendations updated?
Recommendations are refreshed daily, and re-evaluation is done on a schedule.
Can I exclude specific types of recommendations?
Soon, yes. A policy engine is in development to support disabling certain optimization types.
Which ticketing systems are supported?
Currently, Jira is fully integrated.
Where can I learn more about CloudZero Optimize?
Resource: CloudZero Optimize Page
Updated 8 days ago