Documentation

2025

Q4 2025

R434 — 2025-12-18

  • MCP enhancements — schedule search lets AI assistants find, reference and manage scheduled analytics; smart data hints tell clients when to fetch raw data versus a summary based on data size and slice count; and the "Authorize Client" page shows friendly names for known providers like Claude and Cursor instead of bare redirect URLs.
  • AI Detect skips fixed date ranges — anomaly detection no longer runs on reports whose data cannot refresh, cutting noise.
  • Per-dashboard Slack notifications — configure which alerts reach which Slack channel when adding a channel to a dashboard, rather than an all-or-nothing global setting.
  • Dark mode report polish — graphics and visual elements in the report builder get color adjustments for readability in dark mode.

R433 — 2025-12-11

  • MCP (V0) — work with Kubit data inside AI tools like Cursor and Claude: explore your data model, create reports, review results, export underlying data, and search existing reports and dashboards without switching platforms. Available in Cursor and Claude, with the server on GitHub and a listing in the official MCP Registry.
  • Chart Builder on the left — the builder moves to the left-hand side so builder and report sit side by side, cutting scrolling, and the new Chart Settings tab lives inside the builder so customizing a visualization never hides the chart.
  • Flow Analysis on ClickHouse — Flow is fully supported on ClickHouse, so those teams can explore journeys, drop-offs and conversion patterns.
  • Compare in Funnels — compare a funnel to the previous period step by step, to validate product changes, spot regressions and track long-term trends.
  • AI Detect GA — detection across Freshness (missing or delayed data), Distribution (abnormal value shifts against history) and Volume (unusual record counts), with daily reports checked against the long-term mean, short-term windows and same-day comparisons. Adds deeper historical context from the full execution history of scheduled reports even when the dataset spans few days, per-report and per-dashboard enable/disable, per-report visibility control, and summarized Slack alerts.

R432 — 2025-12-05

  • AI Settings page — supply company-specific instructions to the LLM at the account level, and add custom instructions per schema.
  • AI Detect enhancements — a highlighted Retention Table cell becomes a pronounced purple rather than nearly invisible, and a new icon beside the Favorites star toggles anomalies on charts. Hiding them also hides data-issue detail in tooltips; selecting 'View' from the Detected/Archived issues sidebar re-enables them. The toggle appears in Build, View and Compact header variants, only when issues were detected, and its state saves with the other chart settings.
  • Virtual Events in Flow — pull Virtual Events into Flow, which matters because Flow traces the common paths toward conversion including drop-off at each step.

R430 — 2025-11-19

  • Detect Data (Beta) — anomaly detection marks outliers as purple dots on any time series, driven by an AI model over historical data that accounts for seasonality, skips known incidents and suppresses false alarms.
  • Editable field descriptions in the Data Dictionary — field descriptions update in place like events and measures, with no refresh needed — groundwork for the AI Readiness effort to attach context and metadata to every catalog item.

R429 — 2025-11-12

  • Header enhancements — aligning with the new navigation, Dashboard filters move into the "more" menu, secondary actions become tertiary, and the description sits beside its Header.
  • Pie Chart center value follows visibility — the center number reflects only the sections currently shown, updating when a section is hidden.

R428 — 2025-11-06

  • Pie Chart enhancements — the chart no longer gets cut off by segment count or label length: tooltips are visible, Create Cohort and Inspect Users work, and the report is taller to fit more text and values.

R427 — 2025-10-27

  • Global Search refinements — updated icons throughout, with the Schema, Editor and Tags filters rebuilt.
  • Expanded chart color palette — a revised color scheme across all Charts and Reports with a wider palette for finer customization.
  • Funnel Order moved between steps — the 'Order' selection leaves the top menu for the space between each step, still defaulting to 'Sequence'. Step 1 offers Sequence, Exact and Any; choosing 'Any' forces all later steps to 'Any' and disables the alternatives, and 'Any' appears only on the first step.

R426 — 2025-10-24

  • Sidebar navigation — everything consolidates to the left with a collapsible secondary panel, and the ＋ icon shortcuts creating Reports, Dashboards and Cohorts.
  • Search in the sidebar — Search moves to the left sidebar, opened with Cmd + K on Mac or the 🔍 icon, with a refreshed modal.
  • Collapsible Report History — collapse History for more building room; Report Type selection moves to the top.

R425 — 2025-10-16

  • Flow (Beta) — where Path's Sankey only shows users who reached the final step, Flow looks at everyone who started and shows which step they dropped off on, with full drop-off counts for those who never converted.
  • Flow visual enhancements — drop-off is legible without hovering, which mattered most when the number of users was small.

R423 — 2025-10-02

  • Funnel chart enhancements — two visual changes: an expanded bar chart by steps whenever visible steps and visible groups are both at least 2, and removal of the y-axis vertical line in the expanded view.
  • Inline Cohort editing — editing a cohort no longer silently saves a temporary copy and forces you to make a new one. Three explicit options now: Edit Cohort updates the existing named cohort, Save as New creates another, and Add to Report adds it as temporary and unsaved.

Q3 2025

R422 — 2025-09-26

  • Bar chart enhancements — zooming and window-resize responsiveness improve when building a bar chart.
  • Cohort workflow improvements — define Cohorts to filter or segment by directly in the report builder, with full functionality including complex AND/OR logic, and save them for reuse.

R421 — 2025-09-18

  • Frozen table headers — each table component gets its own scrollbar, with the header row frozen while scrolling vertically and the first column frozen while scrolling horizontally.

R420 — 2025-09-11

  • Line Chart Appearance settings — a new Appearance menu in Chart Settings toggles breakdown-value rank, sets Line Style to Straight or Smoothed and Dot Style to Hidden, Filled or Outlined, and shows or hides X and Y grid lines as dashed or solid. Available in Query Line charts and Funnel Comparative Line charts.

R419 — 2025-09-05

  • Drafts — unexecuted report work saves automatically and survives the session, appearing above History, capped at the 10 most recent.
  • Hide "Others" on a Stacked chart — the Hide Others button drops the high-cardinality Others group so percentages are calculated from what's actually on the chart.
  • Zoom in and out — left-click a data point and choose Zoom-in to see the distribution within a single Day/Week/Month, depending on the report's date range and time unit; the x in the top right returns to the bird's-eye view.
  • Histogram Builder clarity — the builder makes it clearer what lands on the X and Y axes.

R418 — 2025-08-28

  • Measure Builder updates — a reordered workflow in Query and Data Tables: pick the Event, add filters or further Events, then specify how to measure it — including Rolling options from the new Measure By drop-down.
  • Compound Rolling Measures — a report can hold more than one Rolling Measure and combine them, making Rolling DAU/WAU % (7-day average of Unique Users over a 7-day Rolling Window) and Rolling DAU/MAU % (7-day average over a 30-day Window) buildable.
  • Duplicate Funnel steps — copy a complex step from the Step Options menu and adjust it, rather than rebuilding it for the next step.

R417 — 2025-08-22

  • Explain with AI inside Lumos Chat — after asking a question and showing results, 'Explain with AI' returns an executive summary, key insights, summary statistics and recommendations, each toggleable beforehand. Later questions in the same workflow follow your Configuration; Retry changes the selection.
  • Custom Incident types — define your own Incident Types alongside the built-in ones, from a left-click on a data point or the "+ Create Incident" button on the Incidents screen.
  • Hide or show all Breakdown groups — enable or disable every group at once, then re-enable with one click, for focusing on a few categories without toggling each individually.

R416 — 2025-08-15

  • Data Modeler actions for Data Share customers — Admins at Data Share customers can rename Fields and add Field descriptions, enable and disable Fields for Breakdowns and Filtering, adjust optimization settings such as Cohort and Report sampling rates, and rename a Schema or update its description.
  • Download a Dashboard to Google Slides — export selected or all Reports from a Dashboard into a Google Slides file plus individual .png files, delivered to your Google Drive root folder. Available to all users.

R415 — 2025-08-07

  • Search bars in the Report Builder selectors — Event, Field, Breakdown and Cohort selectors search from a dedicated search bar rather than inside their box.
  • Duplicate Measures — copy a Measure and tweak it, rather than rebuilding a multi-event count from scratch to change its function from count of events to unique users.

R414 — 2025-07-31

R413 — 2025-07-25

R412 — 2025-07-18

  • Ask Lumos — a natural language report builder: ask "How did conversions trend after our newest campaign?" or "Show churn by new vs. existing user cohorts" and get a governed, warehouse-native report built for you, with full transparency into the logic and the option to refine the prompt. Enterprise tier only.
  • Incremental Mode in Schedules — generate data in small time slices (a month at a time) rather than re-executing a year-long report whose older data never changes, with results merged into a single view.
  • Sorting in Query — sort results alphabetically or numerically, ascending or descending, held within each breakdown group with the first group as parent and the second as child. Query only, for now.

R411 — 2025-07-11

  • Slack app approved — Kubit's app for Slack is formally Slack-approved.
  • Notification preferences — choose Email, Slack (where configured) or In-Product delivery for Schedule Refreshes, @ mentions in Dashboard comments, and updates to Dashboards you own or edit.
  • In-product notifications — a 🔔 icon in the upper right nav flags dashboard changes, @ mentions and schema updates with a red dot; dismiss them or click through for detail.

Q2 2025

R408 — 2025-06-19

  • Reference lines — add a horizontal reference line from the cog icon, with a label, a color and a dash, dot or solid style.

R407 — 2025-06-12

R406 — 2025-06-05

  • Data Modeler version history and rollback — browse every previous version of a Schema under "Version History", with what changed and who changed it, and a description prompted on each publish for lineage. Restore via the 🔄 icon next to "Archived", typing "confirm". Three caveats: reports using Subjects or tables removed by the restore still load but cannot be re-executed; removed Subjects show as "Unknown" on already-executed reports; and because changes are instantaneous, a report executing mid-restore against removed data can error. For Data Share customers these changes are made by your Kubit Solution Architect.
  • X and Y axis labels in Query — add axis labels from the ⚙️ formatting menu by expanding the X or Y axis section.

R405 — 2025-05-29

  • Schedule Data Table Reports — Data Table Reports can now be scheduled.
  • History sorting logic — the Reports and Cohorts history bar updates on refresh and on navigating away, making historical reports easier to track as you click through them.

R404 — 2025-05-22

  • Bulk copy and paste — paste comma- or semicolon-separated lists into Admin Notification Settings emails, Schedule Email inputs, and Filter values.
  • Chart Settings redesign in Query and Funnel — chart configuration moves into the cog icon beside the chart: Query gains y-axis hide/show, formatting and bounds; Funnel gains conversion-or-count on the y-axis, Conversion Rate and Bounce Rate toggles, and y-axis hide/show.

R403 — 2025-05-15

  • Admin Plan Summary — Admin-only Plan and Billing detail in the Admin activity, showing how you are trending against contract terms and which features are enabled.
  • Reactions on comments — react to comments left on Dashboards.
  • Cleaner screenshot capture — the Help Button and comment components are excluded from screen capture for printing and PDF creation.

R401 — 2025-05-01

  • Natural language Cohort creation — describe a Cohort in plain language rather than constructing it by hand; contact your Customer Success representative to enable it.
  • Slack notifications for Admins — get notified of changes to the Data Modeler, Users, Group Management, Entities (Virtual Events, Named Measures, Filters, Binnings, Cohorts), Incidents and Admin settings, configured under Admin > Notifications and delivered by Slack or email.
  • Emoji in Dashboard comments — type : followed by a name (:car) to search, or pick from the list behind the smiley icon.

R400 — 2025-04-24

R399 — 2025-04-17

R398 — 2025-04-10

  • Disabled Schema banners — a banner marks Reports built on a disabled Schema so stale data is obvious; it appears both on a Dashboard and standalone, and is dismissible only in the builder.

R396 — 2025-04-04

  • Scratchpad — a place to gather related insights from text, images, Reports, Dashboards and Cohorts, for investigatory workflows and exploration that doesn't warrant a Dashboard. Workspaces were decommissioned on April 10th; the Convert to Scratchpad button in the workspace activity preserves that work.
  • Dark Mode — enable it from the Dark Mode toggle under the user icon in the top right.
  • Per-Report alerts on a Dashboard Schedule — choose which Reports on a scheduled Dashboard raise alerts, so batched runs only notify on the ones you care about.

R397 — 2025-04-03

Q1 2025

R394 — 2025-03-14

  • Explain with AI — the first feature of Kubit Lumos: reads your Report results and explains key trends, anomalies and recommendations. Available to Growth and Enterprise customers only.
  • 'in each' Cohort option — require that subjects performed the selected events in every report time period rather than anywhere in the window — for a Daily report, in each day.
  • Failed Reports toggle in Universal Search — failed reports are filtered out of recently created content by default, with a toggle to bring them back.
  • New Report error messages — four distinct errors replace generic failures: No Data (the SQL ran but returned nothing), Timeout (the limit, usually 10 minutes, adjustable by your administrator or Kubit representative), SQL Error (syntax, a missing table or column, invalid or incompatible types), and Service Error (Kubit or a dependent system such as a database is down). The last two offer Click here to copy the error code and reach out to notify your Kubit representative.

R393 — 2025-03-06

  • Line pattern by measure type — previous-period lines in Compare Mode draw dotted and derived measures such as Rolling Average or Cumulative Sum draw dashed, instead of everything being solid.

R390 — 2025-02-13

R389 — 2025-02-06

  • Time to Convert Funnels in Significance — test whether an A/B test changed conversion time: build a TTC Funnel, then in Significance select Funnel as the Metric, pick it, choose the whole funnel or a single step, measure by Average or Median, set your Breakdown or Segment criteria, and execute.
  • Percent of Total and raw counts in Query charts — Stacked Column and Percentage Area charts can show either proportions or true counts.

R388 — 2025-01-31

  • Tooltip updates — new hover tooltips across Query, Funnel, Path and Retention, and across Line, Bar, Stacked Column and Percentage Area in Query. Query tooltips show percent change between data points — on hover of a point for Line and Percentage Area, of the bar for Bar and Stacked Column. Left-click opens Create Cohort and Inspect User everywhere but Path, plus Create Incident in Query; Path offers Select Path, Create Funnel, Combine with Others and Combine with Others Globally, the last two hiding a specific path from the overall chart.
  • Compare updates — in Query and Data Table, the Previous period renders as a dashed bar or line to distinguish it from the current one, and toggling it on and off moves into the Measure options.

R387 — 2025-01-24

  • Expanded Dashboard refresh limits — the 60-day lookback cap on Dashboard refreshes is gone; a report refreshes regardless of date range as long as it completes within the query timeout (10 minutes by default).
  • Streamlined Schedule alert emails — scheduled Dashboard and Report alert emails show only the most recent anomaly detected.

R385 — 2025-01-10

  • Home Page — a new landing page in four sections: Getting Started with Kubit (video overview, links into Report and Dashboard, Help Center and onboarding), Recent Activity for picking up where you left off, Favorited Reports, and Tiles — admin-configured links out to Data Governance tools, documentation or ticketing systems, created via + Create Tile with a title, description, link (include the https://) and icon.
  • Cohort and Virtual Event updates propagate — updated Cohort and Virtual Event definitions are picked up automatically on every rerun, instead of requiring old Reports to be reconfigured.
  • Copy Derived Columns across tables — reuse a Derived Column definition across similar Schemas, keeping definitions consistent with minimal effort.
  • Toggle Breakdown groups on filtered Dashboards — enable and disable Breakdown groups while filtering a Dashboard, for more dynamic customized views.
  • Query Measure options as checkboxes — Measure Options become checkboxes rather than a list, offering Rolling Average 7 or 30, Rolling Sum 7 or 30, and Cumulative Sum, one at a time. The 30-day options drop out when the date range is shorter than 30 days.

Updated about 1 hour ago

Did this page help you?