Reducing the Barrier to AI Adoption

Overview

AI is reshaping the workplace, yet many experienced professionals remain hesitant to try it. This project explores how everyday email communication can become a safe and simple entry point to AI for non-technical users — removing intimidation and building trust through familiar patterns.

The Problem

Many workplace tools that integrate AI present it as a new, complex layer on top of existing workflows. This creates a barrier for non-technical employees who feel uncertain about how AI works, whether it's safe to use, and whether it will make mistakes they'll be held accountable for.

Process

The design process centred on building trust through familiarity:

• Researched barriers to AI adoption among non-technical professionals
• Identified email as the most universal and trusted workplace tool
• Designed AI assistance to feel like a helpful colleague, not a black box
• Focused on transparency — showing what the AI is doing and why
• Tested with users who self-identify as "not tech-savvy"

Solution

The final design integrates AI suggestions directly into a familiar email interface — inline, non-intrusive, and always with a clear explanation. Users stay in control: AI suggests, humans decide.

Results & Learnings

This project highlighted that the biggest UX challenge in AI products isn't the AI itself — it's trust. Designing for transparency, control, and familiarity is the key to reducing hesitation. The email metaphor proved highly effective as a mental model that users already understood.