Product Updates
We ship fast to help you ship faster
- ๐ง Measure Builder Updates
- ๐ Compound Rolling Measures
- ๐ Funnel - Ability to Duplicate Steps
- ๐ฌ Lumos Explain in Chat
- ๐จ Create Custom Incidents
- ๐๏ธ Hide/Show All Breakdown Groups
- ๐ค Download Dashboard to Google Slides
- ๐ Search in Report Builder
- ๐ Ability to Duplicate Measures
- ๐ MCP Schedule Search
- ๐ง MCP Smart Data Hints
- ๐ MCP Client Identification
- ๐ฏ AI Detect - Fixed Date Range Intelligence
- ๐ฌ Slack Notifications - Dashboard-Level Configuration
- ๐ Dark Mode - Visual Improvements
- ๐ MCP (V0)
- ๐ Chart Builder Redesign
- ๐ Flow Analysis (ClickHouse Support)
- โฑ๏ธ Compare to Previous Period in Funnels
- Cohort Permission Improvements
- Export Capabilities for Admin Users
- UI Enhancements & User Experience
- ๐ Multiple Formulas in Query Reports
- โจ Refreshed Dashboard Sharing
- ๐ AI Detection Reset
- ๐ค AI-Powered Derived Fields
- ๐ Instant Results with Smart Caching
- ๐ค Smarter Anomaly Detection
- ๐จ Better Flow Visualizations
โก Path-to-Flow Conversion Now Preserves All Settings
Converting Path reports to Flow? Every setting now carries over perfectly!
Converting your Path Analysis reports to Flow now perfectly preserves all your settings including direction, subject, flow adjustments, and advanced configurations. No more manual reconfiguration after conversion.
Click convert, and you're done - identical analysis in the new format. For more guidance, please follow this Migration Guide to help you transition
๐ Flow Analysis: Generally Available.
Path Analysis creation is now disabled. Flow Analysis has officially graduated from beta and is your new standard for journey visualization
Existing Path reports remain fully accessible and functional. Flow Analysis delivers the same insights with improved performance and a cleaner interface.
What You'll Love Flow Analysis handles all your journey visualization needs with better visual clarity and capabilities.
Why This Matters Flow Analysis represents the evolution of user journey visualization in Kubit.
Transition Timeline: Path Analysis will deprecated on February, 26th. Please make sure to migrate your Path Report to Flow Analysis. For more information, follow this Migration Guide to help you transition.
๐ Currency Symbols in Labels
Before: Custom format '$' symbols disappeared from bar chart labels even when space was available.
Now: Currency symbols display properly on bar labels, with intelligent truncation only when necessary.
The result: Your financial charts show the formatting you configured without mysterious symbol disappearances.
๐จ Refined Report Builder Experience
The Report Builder has undergone a comprehensive interface update with improved spacing, consistent interactions, and smarter behavior.
Whatโs New:
- Additional Settings now intelligently expand when you make changes and collapse when you navigate away without modifications.
- Chart Settings accordions provide clear hover feedback.
- Next Steps appear as compact buttons that don't demand attention.
The result: Less scrolling, clearer visual hierarchy, and an interface that adapts to how you actually work. More room for your charts without sacrificing builder functionality.
Refreshed Report Builder Interface
Weโve overhauled the Report Builderโs interface, introducing a cleaner styling and consistent look across all sections.
Whatโs New:
- Unified Design: The Measures and Formulas sections now feature a cohesive aesthetic with properly aligned icons and matching interactions.
- Intuitive Layout: Tooltips are more strategically placed, where
Additional Settingshave been streamlined to maximize your workspace. - Refined Details: Every visual element has been sharpened to make navigation feel more instinctive and fluid. From standardizing button sizes, rounded tab corners to clear blue highlights for active selections, and responsive hover effects โ all of which provide immediate visual feedback.
This leads to less cognitive load and faster report building allowing you to stay focused on your data.
๐ค Lumos Workflow improvement
Before: Previously, Lumos AI prompt box would close automatically when you interact with the builder, forcing you to constantly reopen it while referencing event names, properties, or filter values.
Now: Now you can interact with event names in the dropdown, check property values in filters, and explore your report builder without the Ask Lumos panel disappearing on you.
The Result: The prompt box stays exactly where you left it until you are ready to execute.
๐ข Heads Up: Path Analysis Transition
Reason: We are sunsetting Path Report and introducing Flow as the standard user journey report in Kubit. Flow Analysis offers the same insights with better performance and visualization.
Transition Plan: Prominent deprecation banner has been added to the Path Analysis chart interface to inform users for the upcoming changes. Banner communicates:
- All users should migrate to Flow Analysis. Please follow this Migration Guide to help you transition.
- Starting February 12th, you wonโt be able to create new Path Reports. However, you can still view your current reports until February 26th.
- Path Analysis will deprecated on February, 26th
Flow advantages:
Unlike Path, Flow includes a dedicated "Drop-off" node at every step, showing exactly where users quit the journey.
Flow Report gives you the power easily toggle between Unique and Total occurrences to distinguish between broad behavior and high-frequency actions.
Cohort Permission Improvements
Before: Users with Edit Cohort permissions but without Create Cohort permissions were blocked from saving cohorts or inspecting users from report breakdowns, even though these actions should be allowed.
Now: Permission handling now properly separates Save Cohort from Update existing cohort actions. Users with edit permissions can now update existing cohorts and inspect users without needing full create permissions.
The Result: Users with "Edit Cohort" permissions can now successfully update existing cohorts and access report breakdowns independently of "Create" permissions
Export Capabilities for Admin Users
You can now export data from Users, Groups, Roles, Schedules, and Incidents tables directly to CSV, making it easy to create audit trails, share with stakeholders, or integrate with external tools.
UI Enhancements & User Experience
Before: Charts weren't responding well to different screen sizes, resulting in cutting off content.
Now: Charts now utilize dynamic scaling and responsive containers across different displays, from laptops to large monitors.
The result: Ensuring all content is visible including labels, legends, and data points. Better visibility of complex charts and large data tables. Reduced need for scrolling.
Before: Report & Dashboard headers needed improved information density and cleaner visual hierarchy due to inconsistency with modern UI patterns.
The result: The redesigned sticky header moves the report description into view and simplifies action buttons into cleaner icon-based controls. You can now navigate, favorite, and share reports faster with less visual clutter.
Before: When clicking the filter icon while scrolled down on a dashboard, users had to manually scroll back up to see the filter panel.
The Result: Clicking the filter icon now automatically scrolls the page to the top, so you can immediately start working with your filters without extra navigation.
Before: Dropdowns with input fields (like Sampling Rate) stayed open while scrolling the builder, creating visual confusion and potential misclicks
The result: All dropdowns now close consistently when you scroll, keeping the interface clean and predictable.
๐ Multiple Formulas in Query Reports
Build sophisticated calculations without the workarounds. You can now create up to 3 Formulas in Query Reports, combining your measures in powerful ways.
What You'll Love
No more creating separate reports just to get the calculations you need, configure up to 3 Formulas in your Report and they will be displayed as regular Measures on the Chart.
Why This Matters
Complex business metrics rarely fit into a single Formula. Now you can build multiple calculated Measures in one report, keeping your analysis clean and your workflow efficient. Your Formulas can finally match the complexity of your questions.
โจ Refreshed Dashboard Sharing
The share widget for dashboards has been redesigned for clarity and consistency.
Find recipients faster, understand permissions at a glance, and collaborate with confidence. A cleaner interface that matches our modern design system - all sharing actions are now available through a single Share button.

๐ AI Detection Reset
Before: Anomaly alerts were based on older detection logic, leading to inconsistent sensitivity and false positives from outdated historical patterns.
Now: We've wiped all currently displayed anomalies and started fresh. Our latest detection includes historical data limits by granularity (90 days for daily, 26 weeks for weekly, 24 months for monthly), dynamic alert thresholds based on data stability, and automatic handling of highly variable metrics.
The result: Cleaner, more accurate alerts from day one. Every anomaly you see reflects our most intelligent detection capabilities.
๐ค AI-Powered Derived Fields
You can now leverage your data warehouse's native AI functions (Snowflake Cortex, Databricks AI, BigQuery ML) directly in Kubit. Apply sentiment analysis, text classification, and intelligent filtering to transform unstructured text into actionable insights - no data engineering required.

๐ Instant Results with Smart Caching
Previously run queries now load instantly. Kubit automatically detects when you're running a Report which is identical to a previously run one and serves cached results with a clear freshness indicator. Need fresh data? Click Refresh to force re-execution of the Report.

๐ค Smarter Anomaly Detection
AI Detect just got significantly more intelligent. New statistical methods automatically adjust alert sensitivity based on data stability are dramatically reducing false positives while still catching real anomalies. Plus, in order to ensure statistical significance, historical data windows are capped both on the low and the high end based on the Time Unit as follows:
- Daily: 30-90 days
- Weekly: 12-26 weeks
- Monthly: 12-24 months
- 4-Weekly: 13-26 periods
- Quarterly: 8-12 quarters
- Yearly: 5-10 years
- All Time: 30-90 refresh executions
๐จ Better Flow Visualizations
Event names in Flow charts are now displayed with two-line support and hover tooltips. It also applies for expanded events:

๐ท๏ธ Complete Tag Management
Create, rename, and organize tags directly from the Dictionary Tags view.
Everything happens in one place. Add new tags, rename existing ones, and clean up your organization without leaving the page.

๐ค Bulk Metadata Import/Export
Upload CSV files to quickly add descriptions, tags, and metadata to events and fields. Skip the manual entry and accelerate your AI Readiness preparation.
What You'll Love
Upload hundreds of field descriptions in minutes instead of hours. The CSV format makes it easy to prepare data offline or collaborate with teammates before importing.
Why This Matters
Faster time to AI-powered insights. The less time spent on data entry, the sooner your team benefits from enriched analytics.

๐ Enhanced Chart Visualization
Before: The chart panel felt cramped when analyzing complex data with multiple breakdowns.
Now: A larger visualization area gives you more room to identify patterns and conduct deep dives.
The result: Easier analysis during customer reviews and ad-hoc exploration.
