Redesigning a Collective Sensemaking Platform for Knowledge Discovery

Redesigning a Collective Sensemaking Platform for Knowledge Discovery

Redesigning a Collective Sensemaking Platform for Knowledge Discovery

Product Designer

Product Designer

https://hunome.com/

https://hunome.com/

Web Application

Web Application

Engineering, Product, Data

Engineering, Product, Data

Launched
Launched

Complete

Complete

UI system redesign for complex knowledge platform

UI system redesign for complex knowledge platform

100%

100%

Designs implemented and live in production

Designs implemented and live in production

Novel

Novel

Interface patterns for unfamiliar interactions

Interface patterns for unfamiliar interactions

Hunome is a collective sensemaking platform where users create "Sparks" (perspectives) and connect them into "SparkMaps" (visual knowledge networks). I redesigned the UI system to make this complex, unfamiliar interaction model intuitive and clear.


Hunome is a collective sensemaking platform where users create "Sparks" (perspectives) and connect them into "SparkMaps" (visual knowledge networks). I redesigned the UI system to make this complex, unfamiliar interaction model intuitive and clear.


The Challenge
The Challenge

The Problem

Hunome's node-based knowledge mapping is unlike anything users have seen before. The existing UI made this unfamiliar interaction model even harder to understand.

Core Issues

  • Users didn't understand how to create or connect Sparks

  • Navigation between views (map, search, profile) felt confusing

  • Visual hierarchy didn't guide users through workflows

  • Data visualization needed clarity for insights to be useful

My Goal

Make an unfamiliar interface feel intuitive through clear navigation, visual hierarchy, helpful copy, tooltips, and consistent interaction patterns.

The Problem

Hunome's node-based knowledge mapping is unlike anything users have seen before. The existing UI made this unfamiliar interaction model even harder to understand.

Core Issues

  • Users didn't understand how to create or connect Sparks

  • Navigation between views (map, search, profile) felt confusing

  • Visual hierarchy didn't guide users through workflows

  • Data visualization needed clarity for insights to be useful

My Goal

Make an unfamiliar interface feel intuitive through clear navigation, visual hierarchy, helpful copy, tooltips, and consistent interaction patterns.

My Approach
My Approach

Understanding Unfamiliar Interactions

I studied how users create Sparks, build SparkMaps, and discover perspectives to identify where unclear UI created friction.

Designing for Clarity

Since this interface has no familiar patterns to reference, every element needed to communicate its purpose:

  • Clear navigation showing where you are and where you can go

  • Intuitive icons and labels for unfamiliar actions

  • Helpful tooltips explaining new concepts

  • Visual hierarchy guiding users through workflows

  • Consistent interaction patterns across all features

Collaborating on Data Visualization

Worked closely with the data team to design analytics dashboards that made collective insights understandable and actionable.

Understanding Unfamiliar Interactions

I studied how users create Sparks, build SparkMaps, and discover perspectives to identify where unclear UI created friction.

Designing for Clarity

Since this interface has no familiar patterns to reference, every element needed to communicate its purpose:

  • Clear navigation showing where you are and where you can go

  • Intuitive icons and labels for unfamiliar actions

  • Helpful tooltips explaining new concepts

  • Visual hierarchy guiding users through workflows

  • Consistent interaction patterns across all features

Collaborating on Data Visualization

Worked closely with the data team to design analytics dashboards that made collective insights understandable and actionable.

SparkMap Interface & Creation Flow
SparkMap Interface & Creation Flow

The Problem

Creating and viewing SparkMaps is Hunome's core feature, but users didn't understand how to interact with node-based knowledge networks.

My Solution

SparkMap Visualization

  • Node design clearly shows: image, title, creator, engagement

  • Connection lines show relationships between perspectives

  • Hover and selection states indicate interactivity

  • Prominent "New SparkMap" button with intuitive creation flow

Spark Creation

  • Right-panel creation flow with clear steps

  • Image upload guidance (size limits, formats)

  • Draft state explanation so users understand the process

  • Progressive disclosure (basic info first, then Ignite selection)

Impact

Users can now create knowledge maps and understand connections between perspectives through clear visual design and guided workflows.

The Problem

Creating and viewing SparkMaps is Hunome's core feature, but users didn't understand how to interact with node-based knowledge networks.

My Solution

SparkMap Visualization

  • Node design clearly shows: image, title, creator, engagement

  • Connection lines show relationships between perspectives

  • Hover and selection states indicate interactivity

  • Prominent "New SparkMap" button with intuitive creation flow

Spark Creation

  • Right-panel creation flow with clear steps

  • Image upload guidance (size limits, formats)

  • Draft state explanation so users understand the process

  • Progressive disclosure (basic info first, then Ignite selection)

Impact

Users can now create knowledge maps and understand connections between perspectives through clear visual design and guided workflows.

Search & Filtering System
Search & Filtering System

The Problem

Hunome's search filters by "Ignites" (perspective types like GutFeel, Creative, Observation)—a concept users have never encountered before.

My Solution

Ignite-Based Search

  • Clear filter categories: Aesthetic, Anecdotal, Belief, Confusion, Creative, etc.

  • Expandable sections for Human, Time, Relevance, Agreement, Writing Style

  • "Ignite your search" guidance explains the filtering concept

  • Active filter states show what's currently applied

  • Search results maintain SparkMap visualization for consistency

Impact

Users can discover perspectives based on thinking type (not just keywords), making knowledge discovery more nuanced once they understand the system.

The Problem

Hunome's search filters by "Ignites" (perspective types like GutFeel, Creative, Observation)—a concept users have never encountered before.

My Solution

Ignite-Based Search

  • Clear filter categories: Aesthetic, Anecdotal, Belief, Confusion, Creative, etc.

  • Expandable sections for Human, Time, Relevance, Agreement, Writing Style

  • "Ignite your search" guidance explains the filtering concept

  • Active filter states show what's currently applied

  • Search results maintain SparkMap visualization for consistency

Impact

Users can discover perspectives based on thinking type (not just keywords), making knowledge discovery more nuanced once they understand the system.

Data Visualization & Insights
Data Visualization & Insights

The Problem

Analytics dashboards needed to show collective insights from SparkMaps, but the data was complex and unfamiliar.

My Solution

Worked closely with the data team to design visualizations that made insights understandable:

SparkMap Insights Dashboard

  • Top metrics: Total Sparks, Ignites, Participants

  • Top Ignites chart showing most-used perspective types

  • Member composition breakdown (interests, backgrounds, knowtypes)

  • "Varying perspectives" section highlighting diverse viewpoints

  • Clean visual hierarchy prioritizing most important data

Design Decisions

  • Used pie charts for composition data (easy to scan)

  • Color-coded Ignite types for quick recognition

  • Clear labels explaining what each metric means

  • Grouped related data to tell a story about collective thinking

Status

These designs were completed but not yet implemented when my contract ended.

Impact

Created framework for making collective sensemaking data actionable and understandable for users.

The Problem

Analytics dashboards needed to show collective insights from SparkMaps, but the data was complex and unfamiliar.

My Solution

Worked closely with the data team to design visualizations that made insights understandable:

SparkMap Insights Dashboard

  • Top metrics: Total Sparks, Ignites, Participants

  • Top Ignites chart showing most-used perspective types

  • Member composition breakdown (interests, backgrounds, knowtypes)

  • "Varying perspectives" section highlighting diverse viewpoints

  • Clean visual hierarchy prioritizing most important data

Design Decisions

  • Used pie charts for composition data (easy to scan)

  • Color-coded Ignite types for quick recognition

  • Clear labels explaining what each metric means

  • Grouped related data to tell a story about collective thinking

Status

These designs were completed but not yet implemented when my contract ended.

Impact

Created framework for making collective sensemaking data actionable and understandable for users.

Results
Results

Complete UI System Implemented

  • Redesigned entire interface: SparkMaps, search, profiles, creation flows

  • All designs implemented and live in production

  • Designs remain active months after contract ended

Made Unfamiliar Interactions Clear

  • Visual hierarchy guides users through complex workflows

  • Clear navigation, copy, and tooltips reduce confusion

  • Consistent patterns make novel interactions learnable

Foundation for Data Visualization

  • Designed analytics framework for collective insights

  • Collaborated with data team on visualization approach

  • Created scalable component patterns

Complete UI System Implemented

  • Redesigned entire interface: SparkMaps, search, profiles, creation flows

  • All designs implemented and live in production

  • Designs remain active months after contract ended

Made Unfamiliar Interactions Clear

  • Visual hierarchy guides users through complex workflows

  • Clear navigation, copy, and tooltips reduce confusion

  • Consistent patterns make novel interactions learnable

Foundation for Data Visualization

  • Designed analytics framework for collective insights

  • Collaborated with data team on visualization approach

  • Created scalable component patterns

What I Learned
What I Learned

1. Unfamiliar interfaces need extra clarity

When users have no reference point, every element must communicate its purpose. Navigation, icons, copy, and tooltips aren't nice-to-haves—they're essential.

2. Visual complexity requires interaction simplicity

Node-based visualization is inherently complex. Hover states, selection feedback, and connection lines needed to be crystal clear for users to understand relationships.

3. Collaborating with data teams requires design thinking

Working with the data team on visualizations taught me to ask "what story does this data tell?" not just "how do we display this data?"

4. Consistency is critical for novel patterns

When inventing new interaction patterns, consistency across the platform helps users build mental models. SparkMap visualization worked the same everywhere.

1. Unfamiliar interfaces need extra clarity

When users have no reference point, every element must communicate its purpose. Navigation, icons, copy, and tooltips aren't nice-to-haves—they're essential.

2. Visual complexity requires interaction simplicity

Node-based visualization is inherently complex. Hover states, selection feedback, and connection lines needed to be crystal clear for users to understand relationships.

3. Collaborating with data teams requires design thinking

Working with the data team on visualizations taught me to ask "what story does this data tell?" not just "how do we display this data?"

4. Consistency is critical for novel patterns

When inventing new interaction patterns, consistency across the platform helps users build mental models. SparkMap visualization worked the same everywhere.

Product Design, UI Design, Information Architecture, Data Visualization, Knowledge Management, Complex Systems

Product Design, UI Design, Information Architecture, Data Visualization, Knowledge Management, Complex Systems

Based in Abuja Nigeria, working remote worldwide

Local time Gmt +1

  • PRODUCT DESIGN *

  • USER RESEARCH *

  • DESIGN SYSTEMS *

  • CULTURAL DESIGN *

  • AI WORKFLOWS *

All rights reserved

Designed and developed by Helen Ihediwa © 2025

Based in Abuja Nigeria, working remote worldwide

Local time Gmt +1

  • PRODUCT DESIGN *

  • USER RESEARCH *

  • DESIGN SYSTEMS *

  • CULTURAL DESIGN *

  • AI WORKFLOWS *

All rights reserved

Designed and developed by Helen Ihediwa © 2025

Based in Abuja Nigeria, working remote worldwide

Local time Gmt +1

  • PRODUCT DESIGN *

  • USER RESEARCH *

  • DESIGN SYSTEMS *

  • CULTURAL DESIGN *

  • AI WORKFLOWS *

All rights reserved

Designed and developed by Helen Ihediwa © 2025

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