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IBM Automation + AI

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Case Study

Introduction

IBM serves over 500,000 employees across dozens of global teams. Each group needed flexible, scalable websites for internal communication — from HR portals to executive blogs to product announcements.

 

But building each site required multiple teams (developers, designers, compliance reviewers), resulting in slow launches, inconsistent branding, and significant resource strain.

 

Our goal: design an enterprise-level site builder that empowers teams to launch compliant, on-brand websites quickly — with minimal design or development support.

Role

Lead designer, 4 person design team

Team

4 Designers, 7 Developers, 1 Product Owner, 1 Dev Lead

Timeline

2 months (4 sprints)

Tools

Figma, Mural, Jira, Storybook, IBM Carbon Design System

Skills used

Design Systems (Carbon Design System)

Digital Transformation & Scalable Systems

Agile Methodologies

UX & UI Design

Information Architecture, Visual Design, Typography

Inclusive & Accessible Design

Agile Workflows, QA

Context

As part of the design team for IBM’s AI & Automation and Data department, I explored how internal teams could more easily publish content using AI with decreased reliance on engineering. This project aimed to reduce friction, improve internal collaboration, and deliver high-quality sites that adhere to IBM’s design standards.

Scope

  • Global Tool
  • 70k sites created
  • 14m sessions/mo 

The workflow

User Story

As an internal IBM team member responsible for launching a website,

I want to quickly generate a compliant, well-structured site using AI-driven recommendations, So that I can focus on the content that matters without reinventing the wheel or risking non-compliance.

Research tools & key learnings

Personas

Users aren’t designers or devs — they need tools that “do the thinking” for them

 

Most users care more about speed and simplicity than customization

 

Many are unaware of compliance requirements or IBM’s design language

Metrics analysis

Low reuse of shared templates or components

 

Support tickets frequently mention confusion about structure

 

Time-to-publish is longer than acceptable for internal needs

Competitive research

Heuristic audits of existing tools Other enterprise tools (like Notion, Webflow, Wix AI) offer auto-generated structures and copy suggestions

 

Competitors use AI to guide layout, content, and compliance — reducing friction

 

Best-in-class tools emphasize reusable components and onboarding simplicity

 

Clear trend: shift toward intelligent defaults and smart suggestions

Polls & surveys

Majority of users want “pre-filled,” guided starting points (not blank slates)

 

Strong desire for auto-populated team lists, content & site maps

 

Users are open to AI help if it feels trustworthy and editable

 

Many didn’t know what “compliant” meant until shown examples

The problem

Business Problem

  • Internal sites are built manually and inconsistently
  • Brand, accessibility, and content compliance often missed
  • Wasted time and duplicated effort across teams
  • Lack of scalable, efficient internal infrastructure

User Problem

  • Too much guesswork in building navigation and IA
  • Manual, repetitive tasks (e.g., adding team members)
  • Tools lack guidance on compliance and best practices
  • Frustration and time lost on non-core tasks

Market Problem / Trend

  • Leaner teams, but higher output expectations
  • Market shift toward AI-assisted, self-serve tools
  • Demand for faster, compliant, scalable solutions
  • Competitors improving productivity with automation

Ideation

Figjam & Mural workshop

Gather team over Zoom to ideate

  • Team forms and gathers feature ideas individually
  • Add features to board on post-its

 

 

Impact vs. Effort matrix

Organized ideas by potential user impact and implementation effort

  • Identified quick wins (high-impact, low-effort)
  • Flagged longer-term bets for future planning

Vote on feature list

2 winners emerged through team votes & power-user UX Slack channel votes.

  1. AI-Powered prompt-based site-generator
  2. AI-Powered image and text solution tool

We wireframed & prototyped both options for consideration.

Wireframe UX work

Prototypes of 2 Solutions

SOLUTION 1

AI-powered prompt-based site-generator

SOLUTION 2

AI-powered image and text generator

with built-in compliance

Solution 2 selected

Team presentation & discussion

Practical, Scalable, Aligned. Solution

1 is more transformative but harder to build and scale. Solution 2 is more practical and aligned with our current architecture and user habits making it the right choice for now, with room to grow.

Figma file

Team presentation & discussion

Redlining & accessibility specs to contribute back to the Carbon Design System

Outcome

70%

User Satisfaction

 Less Friction, More Flow

  • Users could build and publish without relying on developers, content makers or designers, giving them control and flexibility.

Time Saved

  • By streamlining the publishing process, IBMers gained back hours to focus on higher-impact, higher-value work.

Immediate Results

  • Seeing quick, tangible output (live pages in minutes) provided a sense of accomplishment and momentum.

Productivity Assisted

  • When teams enjoy using a tool, they use it more efficiently—improving output without burning out resources.

Supports Retention & Culture

  • Tools that respect people’s time and reduce frustration contribute to a more positive workplace experience.

 

20%

Reduction in time to Publish

Time-to-Market Accelerated

  • When teams can share solutions faster, it shortens the gap between building and showcasing new AI capabilities—keeping IBM competitive and responsive.

Empowered Teams to Move Independently

  • Designers, marketers, and SMEs can publish without waiting on developers or design reviews, which reduces bottlenecks and frees up specialized resources.

Iteration Enabled

  • Faster publishing means teams can test, refine, and update content more frequently, improving quality and alignment over time.

Improved Internal Morale and Ownership

  • Quick, successful outputs boost confidence. When users can see their work live in under 30 minutes, it reinforces autonomy and pride.

Scaling Supported

  • As demand grows, scalable publishing is essential. Reducing time per site means more teams can adopt the tool without overwhelming support channels.

 

60%

Increase in compliance

Risk Reduced

  • Ensures all content follows legal, regulatory, and corporate standards—minimizing the risk of violations, lawsuits, or penalties.

Brand Integrity Protected

  • Inconsistent messaging or unapproved claims can damage credibility. Compliance ensures all public-facing materials reflect IBM’s values and accuracy.

Governance Streamlined

  • A compliant system reduces the need for time-consuming manual reviews and approvals, allowing teams to publish with confidence and speed.

Trust Built

  • Whether it’s with clients, stakeholders, or internal users, adherence to compliance standards signals professionalism and accountability.

 

  • Bonus!: Created AI tool for sentiment analysis which can be used across IBM

Reflections

Internal Tools Deserve the Same Craft as External Products

→ Treating this internal tool with the same design rigor we’d apply to a customer-facing product resulted in higher adoption, better outcomes, and happier users.

Collaboration Was the Real MVP

→ Close partnership with stakeholders across product, engineering, and content ensured the tool solved real problems—not just theoretical ones.

Time Saved is Value Added

 

→ Sometimes success isn’t about big features—it’s about giving people time back. Seeing how even small efficiencies shifted team morale and momentum was a powerful lesson.

Thank you!

Next case study >

Get in touch

Connect with me to learn more.

Work

About

LinkedIn

@ Alicia Brooks

2025

All Rights Reserved

Work

About

IBM Automation + AI

Data points on top of landscape

Case Study

Introduction

IBM serves over 500,000 employees across dozens of global teams. Each group needed flexible, scalable websites for internal communication — from HR portals to executive blogs to product announcements.

 

But building each site required multiple teams (developers, designers, compliance reviewers), resulting in slow launches, inconsistent branding, and significant resource strain.

 

Our goal: design an enterprise-level site builder that empowers teams to launch compliant, on-brand websites quickly — with minimal design or development support.

Role

Lead designer, 4 person design team

Team

4 Designers, 7 Developers, 1 Product Owner, 1 Dev Lead

Timeline

2 months (4 sprints)

Tools

Figma, Mural, Jira, Storybook, IBM Carbon Design System

Skills used

Design Systems (Carbon Design System)

Digital Transformation & Scalable Systems

Agile Methodologies

UX & UI Design

Information Architecture, Visual Design, Typography

Inclusive & Accessible Design

Agile Workflows, QA

Context

As part of the design team for IBM’s AI & Automation and Data department, I explored how internal teams could more easily publish content using AI with decreased reliance on engineering. This project aimed to reduce friction, improve internal collaboration, and deliver high-quality sites that adhere to IBM’s design standards.

Scope

  • Global Tool
  • 70k sites created
  • 14m sessions/mo 

The workflow

User Story

As an internal IBM team member responsible for launching a website,

I want to quickly generate a compliant, well-structured site using AI-driven recommendations, So that I can focus on the content that matters without reinventing the wheel or risking non-compliance.

Research tools & key learnings

Personas

Users aren’t designers or devs — they need tools that “do the thinking” for them

 

Most users care more about speed and simplicity than customization

 

Many are unaware of compliance requirements or IBM’s design language

Metrics analysis

Low reuse of shared templates or components

 

Support tickets frequently mention confusion about structure

 

Time-to-publish is longer than acceptable for internal needs

Competitive research

Heuristic audits of existing tools Other enterprise tools (like Notion, Webflow, Wix AI) offer auto-generated structures and copy suggestions

 

Competitors use AI to guide layout, content, and compliance — reducing friction

 

Best-in-class tools emphasize reusable components and onboarding simplicity

 

Clear trend: shift toward intelligent defaults and smart suggestions

Polls & surveys

Majority of users want “pre-filled,” guided starting points (not blank slates)

 

Strong desire for auto-populated team lists, content & site maps

 

Users are open to AI help if it feels trustworthy and editable

 

Many didn’t know what “compliant” meant until shown examples

The problem

Business Problem

  • Internal sites are built manually and inconsistently
  • Brand, accessibility, and content compliance often missed
  • Wasted time and duplicated effort across teams
  • Lack of scalable, efficient internal infrastructure

User Problem

  • Too much guesswork in building navigation and IA
  • Manual, repetitive tasks (e.g., adding team members)
  • Tools lack guidance on compliance and best practices
  • Frustration and time lost on non-core tasks

Market Problem / Trend

  • Leaner teams, but higher output expectations
  • Market shift toward AI-assisted, self-serve tools
  • Demand for faster, compliant, scalable solutions
  • Competitors improving productivity with automation

Ideation

Figjam & Mural workshop

Gather team over Zoom to ideate

  • Team forms and gathers feature ideas individually
  • Add features to board on post-its

 

 

Impact vs. Effort matrix

Organized ideas by potential user impact and implementation effort

  • Identified quick wins (high-impact, low-effort)
  • Flagged longer-term bets for future planning

Vote on feature list

2 winners emerged through team votes & power-user UX Slack channel votes.

  1. AI-Powered prompt-based site-generator
  2. AI-Powered image and text solution tool

We wireframed & prototyped both options for consideration.

Wireframe UX work

Prototypes of 2 Solutions

SOLUTION 1

AI-powered prompt-based site-generator

Problem Type

Business

User

Market Trends

Pros

✅  Reduces redundant work

✅  Enforces compliance

 

✅ Guided flow removes guesswork

✅ Structured site from day one

✅  Competitive with modern AI site builders

 

Cons

❌ Higher implementation complexity

❌ May require platform overhaul

❌ Could feel rigid or prescriptive

❌ Learning curve if too “new”

❌ More complex to maintain and evolve

❌ Harder to modularize across markets

SOLUTION 2

AI-powered image and text generator

with built-in compliance

Problem Type

Business

User

Market Trends

Pros

✅ Easier to implement and scale

✅ Supports compliance retroactively

 

✅ Familiar builder flow preserved

✅ Helpful when users get stuck

✅ Aligns with current trend of embedded AI assistants

✅ More adaptable for lean teams

 

Cons

❌ Doesn’t reduce site setup time upfront

 

❌ Doesn’t help at the very start

❌ Relies on user knowing when to ask for help

❌ Less headline-grabbing innovation

A image of a concrete sphere, balanced between two other larger spheres

Solution 2 selected

Team presentation & discussion

Practical, Scalable, Aligned. Solution

1 is more transformative but harder to build and scale. Solution 2 is more practical and aligned with our current architecture and user habits making it the right choice for now, with room to grow.

Figma file

Team presentation & discussion

Redlining & accessibility specs to contribute back to the Carbon Design System

Outcome

70%

User Satisfaction

 Less Friction, More Flow

  • Users could build and publish without relying on developers, content makers or designers, giving them control and flexibility.

Time Saved

  • By streamlining the publishing process, IBMers gained back hours to focus on higher-impact, higher-value work.

Immediate Results

  • Seeing quick, tangible output (live pages in minutes) provided a sense of accomplishment and momentum.

Productivity Assisted

  • When teams enjoy using a tool, they use it more efficiently—improving output without burning out resources.

Supports Retention & Culture

  • Tools that respect people’s time and reduce frustration contribute to a more positive workplace experience.

 

20%

Reduction in time to Publish

Time-to-Market Accelerated

  • When teams can share solutions faster, it shortens the gap between building and showcasing new AI capabilities—keeping IBM competitive and responsive.

Empowered Teams to Move Independently

  • Designers, marketers, and SMEs can publish without waiting on developers or design reviews, which reduces bottlenecks and frees up specialized resources.

Iteration Enabled

  • Faster publishing means teams can test, refine, and update content more frequently, improving quality and alignment over time.

Improved Internal Morale and Ownership

  • Quick, successful outputs boost confidence. When users can see their work live in under 30 minutes, it reinforces autonomy and pride.

Scaling Supported

  • As demand grows, scalable publishing is essential. Reducing time per site means more teams can adopt the tool without overwhelming support channels.

 

60%

Increase in compliance

Risk Reduced

  • Ensures all content follows legal, regulatory, and corporate standards—minimizing the risk of violations, lawsuits, or penalties.

Brand Integrity Protected

  • Inconsistent messaging or unapproved claims can damage credibility. Compliance ensures all public-facing materials reflect IBM’s values and accuracy.

Governance Streamlined

  • A compliant system reduces the need for time-consuming manual reviews and approvals, allowing teams to publish with confidence and speed.

Trust Built

  • Whether it’s with clients, stakeholders, or internal users, adherence to compliance standards signals professionalism and accountability.

 

  • Bonus!: Created AI tool for sentiment analysis which can be used across IBM

Reflections

Internal Tools Deserve the Same Craft as External Products

→ Treating this internal tool with the same design rigor we’d apply to a customer-facing product resulted in higher adoption, better outcomes, and happier users.

Collaboration Was the Real MVP

→ Close partnership with stakeholders across product, engineering, and content ensured the tool solved real problems—not just theoretical ones.

Time Saved is Value Added

 

→ Sometimes success isn’t about big features—it’s about giving people time back. Seeing how even small efficiencies shifted team morale and momentum was a powerful lesson.

Thank you!

Next case study

Get in touch

Connect with me to learn more.

Work

About

LinkedIn

@ Alicia Brooks

2025

All Rights Reserved

Work

About

IBM Automation + AI

Data points on top of landscape

Case Study

Introduction

IBM serves over 500,000 employees across dozens of global teams. Each group needed flexible, scalable websites for internal communication — from HR portals to executive blogs to product announcements.

 

But building each site required multiple teams (developers, designers, compliance reviewers), resulting in slow launches, inconsistent branding, and significant resource strain.

 

Our goal: design an enterprise-level site builder that empowers teams to launch compliant, on-brand websites quickly — with minimal design or development support.

Role

Lead designer, 4 person design team

Team

4 Designers, 7 Developers, 1 Product Owner, 1 Dev Lead

Timeline

2 months (4 sprints)

Tools

Figma, Mural, Jira, Storybook, IBM Carbon Design System

Skills used

Design Systems (Carbon Design System)

Digital Transformation & Scalable Systems

Agile Methodologies

UX & UI Design

Information Architecture, Visual Design, Typography

Inclusive & Accessible Design

Agile Workflows, QA

Context

As part of the design team for IBM’s AI & Automation and Data department, I explored how internal teams could more easily publish content using AI with decreased reliance on engineering. This project aimed to reduce friction, improve internal collaboration, and deliver high-quality sites that adhere to IBM’s design standards.

Scope

  • Global Tool
  • 70k sites created
  • 14m sessions/mo 

The workflow

User Story

As an internal IBM team member responsible for launching a website,

I want to quickly generate a compliant, well-structured site using AI-driven recommendations, So that I can focus on the content that matters without reinventing the wheel or risking non-compliance.

Research tools & key learnings

Personas

Users aren’t designers or devs — they need tools that “do the thinking” for them

 

Most users care more about speed and simplicity than customization

 

Many are unaware of compliance requirements or IBM’s design language

Metrics analysis

Low reuse of shared templates or components

 

Support tickets frequently mention confusion about structure

 

Time-to-publish is longer than acceptable for internal needs

Competitive research

Heuristic audits of existing tools Other enterprise tools (like Notion, Webflow, Wix AI) offer auto-generated structures and copy suggestions

 

Competitors use AI to guide layout, content, and compliance — reducing friction

 

Best-in-class tools emphasize reusable components and onboarding simplicity

 

Clear trend: shift toward intelligent defaults and smart suggestions

Polls & surveys

Majority of users want “pre-filled,” guided starting points (not blank slates)

 

Strong desire for auto-populated team lists, content & site maps

 

Users are open to AI help if it feels trustworthy and editable

 

Many didn’t know what “compliant” meant until shown examples

The problem

Business Problem

  • Internal sites are built manually and inconsistently
  • Brand, accessibility, and content compliance often missed
  • Wasted time and duplicated effort across teams
  • Lack of scalable, efficient internal infrastructure

User Problem

  • Too much guesswork in building navigation and IA
  • Manual, repetitive tasks (e.g., adding team members)
  • Tools lack guidance on compliance and best practices
  • Frustration and time lost on non-core tasks

Market Problem / Trend

  • Leaner teams, but higher output expectations
  • Market shift toward AI-assisted, self-serve tools
  • Demand for faster, compliant, scalable solutions
  • Competitors improving productivity with automation

Ideation

Figjam & Mural workshop

Gather team over Zoom to ideate

  • Team forms and gathers feature ideas individually
  • Add features to board on post-its

 

 

Impact vs. Effort matrix

Organized ideas by potential user impact and implementation effort

  • Identified quick wins (high-impact, low-effort)
  • Flagged longer-term bets for future planning

Vote on feature list

2 winners emerged through team votes & power-user UX Slack channel votes.

  1. AI-Powered prompt-based site-generator
  2. AI-Powered image and text solution tool

We wireframed & prototyped both options for consideration.

Wireframe UX work

Prototypes of 2 Solutions

SOLUTION 1

AI-powered prompt-based site-generator

Problem Type

Business

User

Market Trends

Pros

✅  Reduces redundant work

✅  Enforces compliance

 

✅ Guided flow removes guesswork

✅ Structured site from day one

✅  Competitive with modern AI site builders

 

Cons

❌ Higher implementation complexity

❌ May require platform overhaul

❌ Could feel rigid or prescriptive

❌ Learning curve if too “new”

❌ More complex to maintain and evolve

❌ Harder to modularize across markets

SOLUTION 2

AI-powered image and text generator

with built-in compliance

Problem Type

Business

User

Market Trends

Pros

✅ Easier to implement and scale

✅ Supports compliance retroactively

 

✅ Familiar builder flow preserved

✅ Helpful when users get stuck

✅ Aligns with current trend of embedded AI assistants

✅ More adaptable for lean teams

 

Cons

❌ Doesn’t reduce site setup time upfront

 

❌ Doesn’t help at the very start

❌ Relies on user knowing when to ask for help

❌ Less headline-grabbing innovation

A image of a concrete sphere, balanced between two other larger spheres

Solution 2 selected

Team presentation & discussion

Practical, Scalable, Aligned. Solution

1 is more transformative but harder to build and scale. Solution 2 is more practical and aligned with our current architecture and user habits making it the right choice for now, with room to grow.

Figma file

Team presentation & discussion

Redlining & accessibility specs to contribute back to the Carbon Design System

Outcome

70%

User Satisfaction

 Less Friction, More Flow

  • Users could build and publish without relying on developers, content makers or designers, giving them control and flexibility.

Time Saved

  • By streamlining the publishing process, IBMers gained back hours to focus on higher-impact, higher-value work.

Immediate Results

  • Seeing quick, tangible output (live pages in minutes) provided a sense of accomplishment and momentum.

Productivity Assisted

  • When teams enjoy using a tool, they use it more efficiently—improving output without burning out resources.

Supports Retention & Culture

  • Tools that respect people’s time and reduce frustration contribute to a more positive workplace experience.

 

20%

Reduction in Time to Publish

Time-to-Market Accelerated

  • When teams can share solutions faster, it shortens the gap between building and showcasing new AI capabilities—keeping IBM competitive and responsive.

Empowered Teams to Move Independently

  • Designers, marketers, and SMEs can publish without waiting on developers or design reviews, which reduces bottlenecks and frees up specialized resources.

Iteration Enabled

  • Faster publishing means teams can test, refine, and update content more frequently, improving quality and alignment over time.

Improved Internal Morale and Ownership

  • Quick, successful outputs boost confidence. When users can see their work live in under 30 minutes, it reinforces autonomy and pride.

Scaling Supported

  • As demand grows, scalable publishing is essential. Reducing time per site means more teams can adopt the tool without overwhelming support channels.

 

60%

Increase in Compliance

Risk Reduced

  • Ensures all content follows legal, regulatory, and corporate standards—minimizing the risk of violations, lawsuits, or penalties.

Brand Integrity Protected

  • Inconsistent messaging or unapproved claims can damage credibility. Compliance ensures all public-facing materials reflect IBM’s values and accuracy.

Governance Streamlined

  • A compliant system reduces the need for time-consuming manual reviews and approvals, allowing teams to publish with confidence and speed.

Trust Built

  • Whether it’s with clients, stakeholders, or internal users, adherence to compliance standards signals professionalism and accountability.

 

  • Bonus!: Created AI tool for sentiment analysis which can be used across IBM

Reflections

Internal Tools Deserve the Same Craft as External Products

→ Treating this internal tool with the same design rigor we’d apply to a customer-facing product resulted in higher adoption, better outcomes, and happier users.

Collaboration Was the Real MVP

→ Close partnership with stakeholders across product, engineering, and content ensured the tool solved real problems—not just theoretical ones.

Time Saved is Value Added

 

→ Sometimes success isn’t about big features—it’s about giving people time back. Seeing how even small efficiencies shifted team morale and momentum was a powerful lesson.

Thank you!

Next case study >

Get in touch

Connect with me to learn more.

Work

About

LinkedIn

@ Alicia Brooks

2025

All Rights Reserved