Every “learn AI” product that has ever pitched me started the same way: “Enterprises are leaving billions on the table because their workforce isn’t AI-fluent.” It’s true. It’s also not why I built Voto.
I built Voto for a friend.
Specifically, for the friend who’d been telling me — over coffee, over dinner, once at 11pm on a Tuesday — that she knew she “should” be better at AI, that she felt a little ashamed she wasn’t, and that every time she tried, she got back something that sounded slightly wrong, gave up, and went back to doing things the hard way. She’s smart. She runs a team. She has a CS degree from 15 years ago. She couldn’t get past the first sticky part.
The problem wasn’t motivation. She had motivation. The problem wasn’t intelligence. She’s one of the sharpest people I know. The problem was that every available “learn AI” option was aimed at a workforce or a curriculum, not at her specifically. Courses were too long; Substack posts were too abstract; YouTube tutorials were always a guy in a hoodie pretending to be excited about prompts for dropshipping.
What she actually needed was ten minutes, first thing in the morning, of real practice on real jobs from her real week. Not theory. Not prompt lists. Not breathless enthusiasm. Just a tutor who graded her on what she produced and nudged her to a slightly better version of what she already wanted to say.
So I built that, and I called it Voto.
Why “personal” is the whole point
There’s a team version of Voto at try.voto for companies who want to do this at scale. That business exists. It funds this one. But the thing that makes Voto actually work is that it was built for a specific person, not a headcount. Everything in the product is tuned for “Jamie, 9:14 AM, tired, has 43 unread emails, wants to not hate her life today.” The team version is downstream of that. Not the other way round.
Personal — personal.try.voto — is where Voto stays true to that original intent. One person, iPhone, ten minutes, real skill, quietly, on your own terms. No leaderboards. No “your team’s average streak.” No performance reviews.
What’s here
The site you’re reading has nine tracks — life-context clusters like Inbox & admin, Writing & voice, Money & home, Launch something. Each is a stack of ten-minute quests that build on each other across four levels. There are free tools to help you figure out where to start. There will be a blog, of which this is the first post, for the weeks when I have something to say that’s longer than a tweet but shorter than a guide.
The app launches on iPhone. You’ll find the Get-the-app buttons sprinkled liberally through the site; we’re not trying to be coy.
What Voto is not
A few things Voto is specifically not, so we get this out of the way:
- A replacement for your actual job skills. You still need to think. The app helps you think faster on tasks you already broadly know how to do.
- A feed. Nothing here is algorithmic. You will not scroll.
- A social network. Your streak is yours. Nobody else sees it unless you tell them.
- A career accelerator. It’ll make you better at AI. Whether that makes you more promotable is up to you, your field, and your manager.
What next
If you’re reading this and thinking “yeah, I’m that friend” — pick a track or take the two-minute picker. If you’re reading it thinking “I’d like this for my team” — the team version is probably what you want.
Either way, welcome. I’m glad you found us.
— Oleks