Actionable feedback workflow for business dashboards

A feedback system that ties dashboard ratings to iterations so teams can prioritize fixes with clear context.

Built for Dodo Brands • Superset • Direction: AI & Data Analytics

Flow walkthrough

Step-by-step view of how the feature plays out in production.

Step 01
Capture dashboard rating
Users submit a satisfaction score directly in the dashboard context.
Step 02
Collect actionable context
Low scores require a comment so teams understand the issue before triage.
Step 03
Track improvement by iteration
Each feedback record maps to a dashboard version for measurable change over time.

Dashboard teams often collect feedback without enough context to understand why ratings drop.

We built CSI so each score is tied to an iteration and low ratings require context-rich comments.

Teams resolve issues faster and make dashboard improvements based on traceable user evidence.

Dodo Brands • Superset

Dodo Brands • Superset

Dodo Brands • Superset

Flow walkthrough

Step-by-step view of how the feature plays out in production.

Step 01

Users submit a satisfaction score directly in the dashboard context.

Step 02

Low scores require a comment so teams understand the issue before triage.

Step 03

Each feedback record maps to a dashboard version for measurable change over time.

Implementation narrative

Dashboard teams often collect feedback without enough context to understand why ratings drop.

We built CSI so each score is tied to an iteration and low ratings require context-rich comments.

Teams resolve issues faster and make dashboard improvements based on traceable user evidence.