Feature Analytics helps you understand how features are progressing across sprints and increments. In this guide, you will learn how to read the charts, tables, and indicators available in the Feature Analytics view.

It is the main workspace for visualising feature delivery. It helps you see:

What was planned.
What has been delivered.
What scope changed.
Which features are behind plan.
How delivery is progressing over time.

Accessing Feature Analytics

Open your board in Kendis.
Click Analytics in the More menu.
Select Feature Analytics.

Feature Analytics opens with charts, summary cards, and tables showing delivery progress. If no data appears, select a Burndown Source first.

Feature Analytics Layout Overview

Feature Analytics contains the following sections:

Burndown Source selector.
Plan View and Display options.
Summary cards.
Burndown / Burnup chart.
Iteration Breakdown Table.
Scope Changes panel.
Feature Health Overview.
Needs Attention list.

Each section helps you understand delivery from a different perspective.

Selecting Burndown Source

Use the dropdown on the left to select what data to analyse.

You can view analytics by:

Option	What it loads
Customise Values...	Opens the Configuration Panel to enable additional data sources.
All Features	Every feature on the board.
By Epic, By Capability, By Theme, By Portfolio Epic, etc.	Features grouped by a specific parent type. A second dropdown appears to select a specific parent item.
By [field name]	Features grouped by ALM-synced fields enabled in your board settings (e.g., Jira custom fields). These appear only if enabled in the Config Panel.
By [field name]	Features grouped by Kendis-only custom fields. These appear only if enabled in the Config Panel.
Top 10 by WSJF	The 10 highest-WSJF-scored features
WSJF Comparison Criteria	Features grouped by WSJF comparison criteria. A second dropdown appears to select a criteria.
By Objectives	Features linked to objectives. Reveals Objective Group and Objective dropdowns.
By Milestone	Features linked to milestones. A dropdown appears with "All Milestones" or individual milestones.
By Risk	Features associated with risks. A dropdown appears with "All Risks" or individual risks.
Individual Feature	Enables a search box to find and select specific features by name or ID.
By Parent	Opens a multi-select parent picker panel for selecting multiple parent items at once.
By Shared Filter	Features from a saved shared filter. A dropdown appears to choose a filter.

Selecting a source updates all charts and tables. Burndown source helps you stay focused on a specific group of features.

Plan View

Plan View controls how progress is calculated.

Option	Description
PI Plan	Uses the PI planning baseline as the reference for planned scope. Scope changes are calculated against the original PI plan state.
Sprint Delivery	Uses sprint-start baselines as the reference. Scope changes are calculated per sprint against each sprint's start-of-sprint snapshot. Shows carry-over row and sprint-level baseline indicators.

Display Mode

Display mode controls how work is measured in charts, summary cards, and tables.

You can choose whether progress should be calculated using story points or the number of items.

Option	Unit	What it shows
By Estimate	Story Points (SP)	All metrics in story points
By Story	Stories	All metrics as story counts
By Count	Features	All metrics as feature counts (completed/done)

Changing the display mode updates all charts, summary cards, and iteration calculations.

Summary Cards

Summary cards show a quick snapshot of the current delivery status based on the selected filters, plan view, and display mode. They help you understand overall progress before moving into the chart and detailed tables.

Planned Scope: Shows the total amount of work planned for the selected features. It acts as the baseline for measuring delivery progress.

Delivered: Shows how much of the planned work has been completed so far.

Remaining: Shows how much planned work is still left to finish.

Unplanned: Shows work that was added after planning and is not yet allocated in the original scope.

These cards update automatically when you change the burndown source, plan view, or display mode.

Burndown/Burnup Chart

The Burndown / Burnup chart shows how delivery progresses over time based on the selected plan view, burndown source, and display mode.

It helps you understand whether work is being completed as planned and if the scope has changed during execution.

You can switch between two chart types:

Burndown Chart

The Burndown chart shows how the remaining work decreases over iterations. If the remaining line goes down steadily, delivery is on track. If the line stays flat or goes up, work may not be completed as planned, or the scope may have increased.

Burnup Chart

The Burnup chart shows how completed work increases over time compared to the total planned scope.

Common lines in the chart:

Planned / Scope line → total planned work.
Delivered / Actual line → completed work.
Remaining line → work left to finish.
Adjusted scope → updated scope after changes.
Current iteration highlight → where you are now.

If the scope line moves up, new work was added. If the delivered line stays below scope, delivery may be behind.

Iteration Breakdown

This is a horizontal data table with one column per sprint plus a Total column on the right. The current sprint column is highlighted in light green.

Row	Description
Planned SP / Planned Stories / Delivery Plan / Completing	Scope planned/allocated for each sprint (label changes by mode).
Delivered SP / Done Stories / Done	Scope delivered in each sprint.
Gap (P - D)	The difference between planned and delivered. Red if positive (behind), green if negative (ahead).
Planned %	Planned as a percentage of the total scope.
Delivered %	Delivered as a percentage of the total scope.
Carry-over	Stories carried forward from the previous sprint. Amber text when > 0.
Scope Change	Net scope change per sprint. Red if positive (scope added), green if negative (scope removed). An asterisk (*) appears next to sprints that were not started.
Cum. Planned / Cum. Delivery	Cumulative planned across sprints.
Cum. Delivered / Cum. Done	Cumulative delivered across sprints.

Metric column: Sticky on the left side so it remains visible when scrolling horizontally.

Scope Changes

The Scope Changes section shows work that was added or removed after planning.

At the top of the panel, you can see a summary of scope updates:

SP added → Total story points added after planning.

SP removed → Total story points removed.

Net change → Final difference in scope.

This summary helps you quickly understand whether the scope increased or decreased.

Feature Health

Feature Health shows the status of all features.

Below the bar, a legend shows the count for each status. A tab bar that provides different breakdown views of the feature set:

Tab	Description
Summary	Table showing each parent type with item count, feature count, total scope, delivered scope, and progress bar. Click a row to switch to that type's tab.
[Type] tabs (Epic, Capability, etc.)	One tab per parent type. Table shows individual parents with feature count, scope, delivered, and progress. Click a row to drill into that parent's individual burndown.
[Custom field] tabs	One tab per enabled custom group-by field. Shows values for that field with feature count, scope, delivered, unplanned, and progress. Click a row to drill into that group's burndown.
WSJF Criteria	Table of WSJF comparison criteria with feature count, scope, delivered, unplanned, avg WSJF score, and progress. Click a row to drill into that criteria's burndown.