Viktor.comAn AI coworker that actually does the work
Promoted
Most AI learning is disconnected from the work people actually need to do. Scholé changes that by giving professionals and teams personalized, task-based learning in real time, right in the flow of work. Grounded in learning science and powered by adaptive AI, Scholé helps learners practice, improve, and apply skills as they work so learning is more relevant, more effective, and immediately useful.
This is the 3rd launch from Scholé. View more
Scholé Learn by Building
Launched this week
Learn by building, on any website, with Scholé by your side. You can read about a tool, watch someone walk through it on YouTube, or ask ChatGPT to explain it. But you won’t properly learn until you build with it yourself. Learn Anywhere mode guides you through using any real tool directly on your screen, adapting tasks and giving visual hints. Everything you learn updates your Scholé knowledge graph and counts towards your lessons. Our thesis? Learn it well enough to use it.
Free
Launch Team / Built With
Previously, I have found myself leaving educational sites due to lack of engagement because it didn’t feel like anything I was doing mattered. What Scholé is offering by saying that anything you create is counted towards lesson progress is just the opposite. It matters if the knowledge graph is an actual reflection of my skills.
There are tutorials on my bookmark list that I never completed. With Learn Anywhere, however, it's me who is doing the building instead of being the viewer.
The knowledge graph concept took me by surprise. Learning applications rarely remember anything I already know. Surprised to see how quick it adjusts after some lessons.
GrowMeOrganic
The visual hints on the actual screen sound really useful. Are they adaptive and do they appear when someone gets stuck? I’d love to hear more about this.
Wow, the feature about knowledge graphs is really interesting. It been updated every time there is a new learning makes the journey more practical. Congrats on achieving the Product of the Day badge!!
Dial
the distinction between "AI builds it for you" and "AI walks you through building it yourself" is the right one to make, most AI-education products blur that line on purpose because the demo looks more impressive when the agent just does the thing. curious how Learn Anywhere handles tools that aren't public websites - our internal admin dashboards and deploy tooling for instance. does it rely on general knowledge of common UI patterns to give hints, or does it need to have "seen" that specific tool before to know what a completed step looks like
Scholé
Dial
@vinitra that's a reassuring answer actually, since internal tools are exactly where "AI builds it for you" products fall over the most (they've never seen the tool before). DOM-level generalization is the right bet long term. good luck with the launch.
Scholé
CtrlOps
The "getting something done and learning how to do it are not the same thing" line is exactly the right framing. Most AI tools solve the first problem and call it learning.
What I am curious about is the knowledge graph side. When I complete a task in Learn Anywhere mode, how does Scholé decide what that tells it about what I still need to learn? Is the mapping manual or does the AI infer it from how I completed the task?