KNOWLEDGE SHARE PROGRESS DASHBOARD

Centralized fragmented team data into an actionable dashboard, helping managers identify risks 3× faster

Centralized fragmented team data into an actionable dashboard, helping managers identify risks 3× faster

JUNE 2024

OVERVIEW

Sugarwork helps teams capture tacit knowledge through guided conversations, creating resources like process maps and transition guides.


As adoption scaled, managers struggled to track the progress of knowledge-sharing initiatives scattered across emails, Slack messages, and spreadsheets.


I led the end-to-end design of a progress dashboard that centralised progress tracking, surfaced at-risk projects, and enabled faster, informed decision-making.

ROLE

Product Designer

Owned problem framing, user research and UX/UI design

Team

1 PM, 2 Developers, 1 QA

Duration

2 months

Initial Iterations to Production

IMPACT

72%

reduced oversight time
(4hrs to 60mins)

3X

faster identification of at-risk projects

30%

increase in knowledge sharing completion

The Problem

Managers had to piece together progress from scattered sources

Managers had to piece together progress from scattered sources

As Sugarwork grew from 3 to 15 teams and 200+ users, managers had to track critical knowledge across Slack, emails, spreadsheets, and the platform with no single source of truth.

DISCOVERY & Research

Understanding the problem

Understanding the problem

Interviewed managers across varying team sizes to understand how scale impacted oversight behaviors, and analyzed existing product, emails, and artifacts to map their real-world workflows.

Insight 1

Managers want a single source of truth

Insight 2

Managers needed a quick overview to take the next action

"By the time I notice a team is falling behind, they've already lost weeks. I need a single place that tells me who's at risk and what needs my attention."



Project Manager

6 teams

"By the time I notice a team is falling behind, they've already lost weeks. I need a single place that tells me who's at risk and what needs my attention."



Project Manager

6 teams

Defining Success

Three pillars that shaped our decisions

Three pillars that shaped our decisions

Research revealed three core needs: fast progress visibility, meaningful momentum signals, and scalable organization.

01

Immediate Scannability

Immediate Scannability

Viewers grasp the takeaway before they ever read the fine print.

02

Clear
Hierarchy

Clear Hierarchy

Clear Hierarchy

Prioritize important information first, and drill into details only when needed

03

Metrics Reflecting Momentum

Metrics Reflecting Momentum

Numbers show movement and progress, not just where things happen to stand today.

Solution

A centralised dashboard built for decisions, not reports

A centralised dashboard built for decisions, not reports

Design decision 1

Optimize for scanning - Kanban over Table

Optimize for scanning - Kanban over Table

We explored both table and Kanban structures early in the design process.

  • Tables → high information density, low scannability

  • Kanban → lower density, faster pattern recognition

Table

High information density, Low scannability

Selected

Kanban

Lower density, Faster pattern recognition

Tradeoff: Reduced visible detail

To balance this, I introduced filtering by series (groups sharing the same template and output), allowing managers to quickly drill into relevant context without overwhelming the default view.

Design decision 2

Turning static data into actionable signals

Turning static data into actionable signals

We initially surfaced session counts and completion totals, but these only described the current status and did not show progress. I replaced them with three momentum signals: Hours recorded, Sessions this week and Recent activity

Together, these signals helped managers identify stalled projects sooner, shifting the dashboard from status reporting to decision-making tool.

Static Data

Dynamic Data and Actionable Inisghts

Selected

Design decision 3

Keeping the dashboard actionable as work accumulated

Keeping the dashboard actionable as work accumulated

As projects accumulated, completed and overdue sessions cluttered the dashboard, reducing visibility into active work. We considered archiving them, but that suggested the data was no longer relevant. Instead, I designed a Hide feature that cleared visual clutter while preserving historical data.

IMPACT

Measured behaviour change, not just satisfaction

Measured behaviour change, not just satisfaction

72%

reduced oversight time
(4hrs to 60mins)

3X

faster identification of at-risk projects

30%

increase in knowledge sharing completion

Let’s talk more and connect!
nikita.khanna36@gmail.com

RESTROPECTIVE

Designing Beyond the MVP

Designing Beyond the MVP

Defining the Metrics
We measured impact through surveys and self-reported data, which worked, but left gaps. If I were doing this again, I'd define what we're tracking before we write a single line of code. Weekly active usage, time per session, how people engage with specific features.

Expand beyond a passive dashboard

The dashboard gave managers visibility into progress, but they still had to actively monitor it. Looking ahead, I'd explore proactive alerts, AI-generated summaries, and early risk signals that help managers spot stalled teams and take action sooner.

The value of the dashboard is not in the data it shows , it's in the decision it enables

Let’s talk more and connect!
nikita.khanna36@gmail.com

Let’s talk more and connect!
nikita.khanna36@gmail.com