Plato
Project overview
Finding a mentor is one of those things everyone agrees is valuable but almost nobody actually does. The platforms that exist match you based on job title and industry, never explain why someone showed up in your results, and ask you to commit to a 30 to 60 minute session with a stranger as a first step. Most people browse, feel overwhelmed, and never reach out. I designed Plato to do the matching for you, show you exactly why each person was recommended, and start with a 15-minute intro call instead of a full session. Session prep tools and progress tracking turn scattered conversations into visible growth over time.
Closing the Gap Between Finding and Reaching Out
The biggest drop-off isn't at discovery. It's the moment after someone finds an interesting mentor and before they actually message them. I called this the trust gap. Every decision I made in Plato is about shrinking it. Transparent match reasoning so you understand why this person. A 15-minute intro call instead of a 60-minute commitment. AI-suggested talking points so you don't stare at a blank message box. Each one removes a different excuse not to reach out.
Match Transparency Over Match Accuracy
I could have designed a system that just shows a match percentage and asks you to trust it. Instead, I made every match card break down the reasoning across dimensions. Experience relevance, communication style, availability overlap, shared context. This was a deliberate tradeoff. Showing the reasoning makes the UI more complex. But it lets users evaluate the match on their own terms instead of trusting a black box. In testing, participants spent less time browsing because they could make faster, more confident decisions.
Onboarding That Earns Before It Asks
Even when mentorship relationships form, sessions feel disconnected. You talk about whatever's top of mind and leave. I designed session prep tools that pull from your goals and previous conversations to suggest an agenda. Post-session feedback shapes the next one. The dashboard shows progress over time instead of a list of past meetings. My bet is that visible progress keeps people coming back. Without it, mentorship fades after two or three sessions.
Why Progress Visibility Keeps Mentorship Alive
Even when mentorship relationships form, sessions feel disconnected. You talk about whatever's top of mind and leave. I designed session prep tools that pull from your goals and previous conversations to suggest an agenda. Post-session feedback shapes the next one. The dashboard shows progress over time instead of a list of past meetings. My bet is that visible progress keeps people coming back. Without it, mentorship fades after two or three sessions.