Simplifying Complexity

Team

Me, stakeholders, developers

Timeline

3 months

(side-project)

Role

Product Designer, Qualitative research (UX), UI/UX

Tool & Resources

Pinterest, figma, Miro, Github, ChatGPT, icons8

Who is Datama?

Datama  is an data analytics SaaS B2B platform that simplifies performance analysis and anomaly detection, backed by industry leaders like LVMH and supported by the WILCO accelerator.

Role & Process

I’m the sole designer in the company, leading the entire design scope from scratch while solving problems along the way.


Being the only designer comes with its unique set of challenges; finding the right balance between business needs and design quality, compromising when necessary, setting clear expectations, and building efficient collaboration with the team.


Throughout this process, I’ve learned to adapt quickly, improve communication, and ensure design brings real value beyond just delivering polished screens. I also conducted internal feedback interviews to better understand how the team interacts with the product, focusing on qualitative insights and practical usage to refine the overall experience.

This how the cycle works in this company

This team consist of :
3 developers, 1 designer (Me), and the 2 stakeholder

Problem to solve

“Users found the platform overwhelming due to fragmented workflows, dense visualizations, and limited guidance for navigating features.”

Let’s fix that.

By redesigning the homepage, contributed a 365% increase in application adoption, aligning with the goal
application user > service

By redesigning the homepage, contributed a 365% increase in application adoption, aligning with the goal application > service

Methods Used

Focused on support tickets and resolving reported issues, gathered internal feedback via Slack design sections; Integrated input from developers and stakeholders.


Reduced recurring meetings with developers → Allowed developers to focus on technical tasks (bug fixes & ongoing progress)

Optimized time management across the team

1. Ticket Analysis and Clarification

1. Ticket Analysis and Clarification

I began by reviewing assigned tickets. If any details were unclear, I reached out to the ticket originator or directly to Loïc for clarification.

2. Research and ideation

2. Research and ideation

I began by reviewing assigned tickets. If any details were unclear, I reached out to the ticket originator or directly to Loïc for clarification.

I conducted research to gather references and ideas, focusing on design thinking principles tailored to data scientists' needs.


This involved consolidating multiple options into streamlined solutions to prioritize user-centric design and gaining insight from the stakeholders regarding the context they want to show.

Here’s the system brief I received after requesting clarification on their expectations;

This was about 2–3 weeks after I joined the company.

New Version Web App Users / Blocs Extension User

New Version Web App Users / Blocs Extension User

Datama (Super admin)

Create / Home / Workbooks / Profile (Security) / Organisation (Licence Full/ lightX, MembersX, Documents*X, Plan(Active Plan*X, Simulate plan**X), StatisticsX, Preferences) + Manage Client (Generate client)n Debug Mode,

Anonymous

Free

Premium (Admin)

A’ I’ B’ C’ F’ G’

A’ I’ B’ C’ F’ G’

Z’ D’ I’ F’ G’

Home / Upgrade Plan

Home / Profile (Security) / Organisation (Licence light, plan) / Upgrade Plan

Home / Profile (Security), Organisation (Licence light, Documents, plan)

Anonymous

Free

Premium (Admin)


Premium (non admin)

A B C D E G

A F E D C G Z H

Z J E D G H


Z J E D G H

Home_ / Upgrade PlanX

Create_ / Home_ / Workbooks / Profile (SecurityX)/ Upgrade PlanX

Create / Home / Workbooks / Profile (Security) / Organisation (Licence Full/ lightX, MembersX, Documents*X, Plan(Active Plan*X, Simulate plan**X), StatisticsX, Preferences)

Create / Home / Workbooks / Profile (Security) / Organisation (Licence Full/ light)

Payment Process

There’s also a payment flow included, since I designed the Stripe integration as part of the homepage redesign.

Pas d’accès

à la FullApp

Tableau

FullApp Datama

TABLEAU SOFTWARE

Popup

Upgrade Plan

Datama

Graphs

Login/Register

Select,

Stripe Payment

Manifest

Path

WebApp Ext.

Demo Account

+

invoices


Power BI

AppSource

Buy Now

Licence key

POWER BI

LOOKER STUDIO

Looker Studio

FullApp Datama

Popup

Upgrade Plan

Datama

Graphs

Login/Register

Select,

Stripe Payment

Manifest

Path

WebApp Ext.

Demo Account

+

invoices


FULL APP

Anonymous/

Demo

Account

Upgrade Plan

Select solution

Login/Register

Select,

Stripe Payment

WebApp

Full Account

+ invoices

+ Admin Team

3. Design in figma

3. Design in figma

I developed multiple design prototypes in Figma, labeled as options 1, 2, and 3. Each prototype was accompanied by brief explanations highlighting their respective advantages, facilitating informed decision-making.

Homepage Redesign (1 of 5 Key Screens)

Between Old design vs. New Figma design

Homepage Redesign (1 of 5 Key Screens)
Between Old design vs. New Figma design

This page is one of five I redesigned to elevate the overall user experience. While only the homepage is showcased here, the same design principles; clarity, accessibility, and intuitive structure, were applied across the full interface.

Old Design

Old Design

Datama | Terms of service | Privacy Policy

New Figma Design (1/5)

New Figma Design (1/5)

Datama | Terms of service | Privacy Policy

Welcome stranger to Datama!

Your Plan.

Empower your decision with our augmented analytics platform

Anonymous.

Register to access basic features of Datama for test or simple analysis

Current Plan

Register Now

Access Plan

Premium Extension.

Access Plan

Premium Access.

Access Plan

Free Access.

Free

What’s Datama?

Explore powerful tools for thorough analysis, dynamic visualization, and easy sharing of your findings. 

Datama provides an intuitive analytics platform that swiftly pinpoints and clarifies the 'why' behind your data's story, enabling businesses to act on robust insights with precision.


By streamlining complex data analysis into actionable intelligence, Datama helps organizations make informed decisions that drive performance.


Let’s try it out

Create Workbook

Customer success stories.

They trust us!

“A tool that allowed us to go further in terms of explicability, something we couldn’t find with other players”.

François Rommel

Head of Data analytics &Performance

TotalEnergies

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sit nisl, tincidunt commodo sit.

Davit millar

CEO, PParkivew int, Ltd

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sit nisl, tincidunt commodo sit.

Davit millar

CEO, PParkivew int, Ltd

Our Solutions.

Lorem Ipsum....

Prep

Extract, transform and load your data into DataMa

Learn More

Compare

Analyze your performance and understand what’s driving the variations

Learn More

Assess

Understand the impact and the significance of a change in your KPIs

Learn More

Detect

Analyze your performance and understand what’s driving the variations

Learn More

Get inspired.

See Datama in action

By solution

:

:

By function

Last updated 12 days ago

Retail Performance

Business Analysis

L

K

V

+6

Last updated 12 days ago

Retail Performance

Business Analysis

L

K

V

+6

Last updated 12 days ago

Retail Performance

Business Analysis

L

K

V

+6

Last updated 12 days ago

Retail Performance

Business Analysis

L

K

V

+6

Last updated 12 days ago

Retail Performance

Business Analysis

L

K

V

+6

Our Blog.

G

What’s on earth is driv....

What’s on earth is driv....

What’s on earth is driv....

Anonymous

Unknown

New Workbook

Release notes

Documentation

Tutorials

Contact Us

Home

Workbooks

Account info

Security

Profile

License

Organisation

Organisation Profile

Documents

Manage Team

Statistics

Manage Plan


Upgrade Plan

What’s the differences?

Let’s break it down

1. “New Workbook” Button:
Enhanced Discoverability

1. “New Workbook” Button: Enhanced Discoverability

In certain cases, when users want to create a new workbook or file, they come with expectations shaped by their habits on other platforms. Typically, the “New” or “Add [file/workbook/project/chat]” button is positioned in the top-left corner of the interface, aligning with familiar patterns and minimizing cognitive effort.

Old Design

Old Design

No create button

Old Design:

No entry point for creation = increased cognitive load for first-time users.

New Design

New Design

Create Button

New Design:

New Design:

A prominent “+ New Workbook” button is now placed at the top of the navigation, leveraging familiar patterns from productivity tools like Google Docs or Notion.

Impact

Impact

Encourages action faster, reduces friction, and improves user onboarding flow.

2. White Space = Clarity & Professionalism

Old Design

Datama | Terms of service | Privacy Policy

Lack of white space and tight layout make it hard to navigate and read.

Old Design:

Cluttered layout with minimal spacing, making navigation and content digestion difficult.

New Design

Datama | Terms of service | Privacy Policy

Welcome stranger to Datama!

Your Plan.

Empower your decision with our augmented analytics platform

Anonymous.

Register to access basic features of Datama for test or simple analysis

Current Plan

Register Now

Access Plan

Premium Extension.

Access Plan

Premium Access.

Access Plan

Free Access.

Free

What’s Datama?

Explore powerful tools for thorough analysis, dynamic visualization, and easy sharing of your findings. 

Datama provides an intuitive analytics platform that swiftly pinpoints and clarifies the 'why' behind your data's story, enabling businesses to act on robust insights with precision.


By streamlining complex data analysis into actionable intelligence, Datama helps organizations make informed decisions that drive performance.


Let’s try it out

Create Workbook

Customer success stories.

They trust us!

“A tool that allowed us to go further in terms of explicability, something we couldn’t find with other players”.

François Rommel

Head of Data analytics &Performance

TotalEnergies

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sit nisl, tincidunt commodo sit.

Davit millar

CEO, PParkivew int, Ltd

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sit nisl, tincidunt commodo sit.

Davit millar

CEO, PParkivew int, Ltd

Our Solutions.

Lorem Ipsum....

Prep

Extract, transform and load your data into DataMa

Learn More

Compare

Analyze your performance and understand what’s driving the variations

Learn More

Assess

Understand the impact and the significance of a change in your KPIs

Learn More

Detect

Analyze your performance and understand what’s driving the variations

Learn More

Get inspired.

See Datama in action

By solution

:

:

By function

Last updated 12 days ago

Retail Performance

Business Analysis

L

K

V

+6

Last updated 12 days ago

Retail Performance

Business Analysis

L

K

V

+6

Last updated 12 days ago

Retail Performance

Business Analysis

L

K

V

+6

Last updated 12 days ago

Retail Performance

Business Analysis

L

K

V

+6

Last updated 12 days ago

Retail Performance

Business Analysis

L

K

V

+6

Our Blog.

G

What’s on earth is driv....

What’s on earth is driv....

What’s on earth is driv....

Anonymous

Unknown

New Workbook

Release notes

Documentation

Tutorials

Contact Us

Home

Workbooks

Account info

Security

Profile

License

Organisation

Organisation Profile

Documents

Manage Team

Statistics

Manage Plan


Upgrade Plan

The layout would benefit from more white space, improved navigation, and clearer content structure to enhance readability and overall user experience.

New Design:

Increased padding and margin between sections + better alignment.

Impact

Feels more premium, breathable, and focused; boosts user trust and visual comfort.

3. Navigation and Visual Guidance

Old Design

The hover state (shown below) presents a visualization that may be slightly misleading and confusing for users.

Issue Identified:


Certain clicked products fail to open (If the data isn’t enough)

Proposed Fix: The left-hand menu bar will only appear once a solution is available. To add a new one, simply click the + icon to jump directly to Data Preparation and input additional data.


Preferred Behavior:


The favorite solution will always appear at the top by default.

Issue Identified:

Certain clicked products fail to open (If the data isn’t enough)


Proposed Fix:

The left-hand menu bar will only appear once a solution is available. To add a new one, simply click the (+) icon to jump directly to Data Preparation and input additional data.


Preferred Behavior:

The favorite solution will always appear at the top by default.

Old Design:

Issue Identified:


Certain clicked products fail to open (If the data isn’t enough)

Proposed Fix: The left-hand menu bar will only appear once a solution is available. To add a new one, simply click the + icon to jump directly to Data Preparation and input additional data.


Preferred Behavior:


The favorite solution will always appear at the top by default.

New Design

Create Button

New Design:

Increased padding and margin between sections + better alignment.

Impact

Feels more premium, breathable, and focused—boosts user trust and visual comfort.

Impact

What's the outcome of this?

  • Analysts were able to navigate and select data with less confusion.

  • The new design helped build trust in the platform by making interactions more intuitive.

  • The design of this new interface has contributed to a 365% increase in application adoption, aligning with the goal whereas the application produce more income than service compared to last year, showing the real impact of aligning intuitive UX with actual user behavior and business goals.

Conclusion

What I'd do next?

Moving forward, I’d start by validating the redesign through usability testing with analysts and internal teams. I’d also keep an eye on long-term usage data to surface deeper pain points and better inform iterations. If I had the chance to do this again, I’d collaborate earlier with developers and stakeholders together at once to align from the beginning and reduce back-and-forth.

I’d also expand the design system to support more edge cases and new modules. And most importantly, I’d bring user interviews into the earlier phases to guide decisions with actual insights, not just assumptions.

What I learn from this?

  • Translating abstract requests into actionable design

  • Communicating with non-designers in a technical setting

  • Prioritizing under pressure

  • Building clarity and logic into UI where none existed