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1. Context &
Challenge

This Agent Creation Platform is part of an internal tool that allows teams to build and configure advanced AI agents used across the company’s ecosystem.

 

Each agent includes multiple parameters, logic flows, and integration points, making the system highly flexible but also challenging for new users to master.

The previous version of the platform was confusing and difficult to navigate, with unclear parameters, poor guidance, and no way to upload files without losing progress.

 

The goal was to redesign the experience to make the creation process more intuitive and accessible for beginners, while maintaining full control and customization for advanced users.

Pink Poppy Flowers

Previous Flow

*This project was developed for a major global technology company. Due to confidentiality agreements, the material has been adapted into a white-label format, preserving its essence, complexity, and impact while presenting it under a new visual identity for portfolio purposes.

2. Process

a

b

c

d

e

a. User Research

Interviews with beginners and experts to identify frustrations and needs.

b. Market Analysis

Benchmarking against other AI platforms to identify best practices.

c. Co-design

Collaboration with content and accessibility specialists.

d. Prototyping & Testing

Iterative wireframes and usability sessions.

e. Documentation

Visual summaries to align design, product, and management teams.

AI Agent
Creation Flow

Improving clarity, flexibility and flow in the creation of AI agents for a global tech giant.

UX Research
Product Design
AI
Enterprise Platform
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3. Insights

Accessible Explanations

Users struggled with overly technical parameters.

Process Resilience

Losing work due to upload limits caused frustration.

Clear Guidance

Beginners got lost without contextual help.

The redesign transformed a dense interface into a clear, modular flow that empowers both novice and expert users.

4. Solutions

Smart Stepper

Visual clarity across the entire process.

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Guidance Texts

Contextual explanations with examples.

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File Upload Integration

Attach documents seamlessly.

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Simplified Advanced Settings

Less clutter, clearer defaults.

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Before
Pink Poppy Flowers
After

Learnings

Designing for AI requires balancing curiosity and caution.
 

Collaboration across global teams teaches structure and communication.


Clarity always scales better than complexity.

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