Using Amplitude for Kanban
Best-in-class behavioral analytics with powerful event segmentation, funnel analysis, and retention charts that go far deeper than Google Analytics. When combined with Kanban, this makes Amplitude a strong candidate for teams who want a structured, repeatable workflow without sacrificing flexibility. Kanban works best in Amplitude when you leverage its core workflow features to implement the framework's key practices directly in the tool your team already lives in.
Kanban visualises work as cards flowing through defined stages. Work is pulled (not pushed) when capacity allows, and WIP limits prevent bottlenecks.
How to set up Kanban in Amplitude
Create a Kanban board with explicit column definitions
Amplitude uses list or table views. Create a board or use status grouping to represent your Kanban columns. Use status fields to represent your workflow stages.
Set WIP limits per column
Add a custom field to track WIP count, or use Amplitude's built-in WIP limit feature if available. The standard starting point: limit In Progress to the number of team members × 1.5. Enforce limits in team norms first; automate enforcement later.
Define your service classes and priority lanes
In Amplitude, create a "Class of Service" custom field with values: Standard, Expedite (urgent/blocking), Fixed Date (regulatory/contractual), and Intangible (technical debt, improvement). Expedite items get a dedicated swimlane on the board.
Instrument cycle time and throughput measurement
Enable Amplitude's analytics to track cycle time (time from "In Progress" to "Done") and throughput (items completed per week). Review these metrics in a weekly 15-minute team flow review — Kanban replaces sprint ceremonies with continuous metrics-driven review.
Which Amplitude features matter for Kanban
Amplitude has 0 of 2 core Kanban features natively.