Most learning tells you what to know, but doesn’t let you practice what you’ll actually do. Scholé Scenarios changes that by bringing real-world scenarios into adaptive learning. You will practice real situations throughout your lessons: explain what you just learned to a teammate, save the sale, discuss knowledgeably with a client. Scholé is an agentic learning system to adapt the learning that comes next, so you can practice the moments that matter.
Hi Product Hunt! I’m Vinitra, co-founder of Scholé AI! :)
We built Scholé because most learning tells you what to know, without giving you enough chances to practice what you’ll actually need to do. We're really, really passionate about getting learning right.
Today, we’re launching ✨scenarios✨: real-world situations built directly into adaptive lessons.
The key difference is that these aren’t standalone role-plays. Scenarios dynamically appear throughout your learning journey, integrated into your lessons. Scholé tracks what you understand and adapts what you learn and practice next.
We do this through a system of pedagogical agents working together to construct the right lesson for you: at the right difficulty, with the right modalities (we have over 20 now!), on the right topic, with the right examples. We won #1 on Product Hunt with our first launch in May! And we have a lot more coming.
Scenarios brings together three ideas we care a lot about: learning by doing, learning by teaching, and scenario-based learning. We co-designed this tool with UNESCO and Decathlon, and are very grateful for their support.
We’d love for you to try for free (https://schole.ai/scenarios) and tell us what you think! No Scholé account needed. 🎉
congrats on the launch, the "learning by teaching" framing is a good instinct - explaining something back is a much better test of understanding than picking a multiple choice answer. curious about the grading side of the more subjective scenarios, like the difficult retail customer one - is there a rubric per scenario that the pedagogical agents score against, and if a learner disagrees with how their response was judged, is there any way to flag that or get a second read, or is the AI's call final
Congrats on the launch 🚀 This looks great. Curious how progress shows up over time. Is there a view that tells a team lead where their people got stronger?
Congrats on number two. You co-designed this one with UNESCO and Decathlon, which takes longer than building alone. Free with no account needed is generous.
Congrats on the launch! Can I create scenarios and share it with other people? I mean - as a manager, I might want to use Schole for coaching my team - is that possible?
Congrats on the launch! I like that the scenarios are embedded into the learning journey instead of being separate role-play exercises. Adapting what someone practices next based on how they handled a real scenario feels much closer to actual skill development than just generating personalized lessons.
About Scholé Scenarios on Product Hunt
“Learn by doing”
Scholé Scenarios launched on Product Hunt on August 17th, 2026 and earned 173 upvotes and 21 comments, placing #5 on the daily leaderboard. Most learning tells you what to know, but doesn’t let you practice what you’ll actually do. Scholé Scenarios changes that by bringing real-world scenarios into adaptive learning. You will practice real situations throughout your lessons: explain what you just learned to a teammate, save the sale, discuss knowledgeably with a client. Scholé is an agentic learning system to adapt the learning that comes next, so you can practice the moments that matter.
Scholé Scenarios was featured in Customer Communication (12.8k followers), Artificial Intelligence (477.2k followers) and Online Learning (3.6k followers) on Product Hunt. Together, these topics include over 127.1k products, making this a competitive space to launch in.
Who hunted Scholé Scenarios?
Scholé Scenarios was hunted by Zac Zuo. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how Scholé Scenarios stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Zac Zuo
Hi Product Hunt! I’m Vinitra, co-founder of Scholé AI! :)
We built Scholé because most learning tells you what to know, without giving you enough chances to practice what you’ll actually need to do. We're really, really passionate about getting learning right.
Today, we’re launching ✨scenarios✨: real-world situations built directly into adaptive lessons.
You can create a scenario to practice anything you want to get better at: e.g. pitching to an investor, handling a difficult retail customer, explaining a new AI concept to a teammate, or infinite more.
The key difference is that these aren’t standalone role-plays. Scenarios dynamically appear throughout your learning journey, integrated into your lessons. Scholé tracks what you understand and adapts what you learn and practice next.
We do this through a system of pedagogical agents working together to construct the right lesson for you: at the right difficulty, with the right modalities (we have over 20 now!), on the right topic, with the right examples. We won #1 on Product Hunt with our first launch in May! And we have a lot more coming.
Scenarios brings together three ideas we care a lot about: learning by doing, learning by teaching, and scenario-based learning. We co-designed this tool with UNESCO and Decathlon, and are very grateful for their support.
We’d love for you to try for free (https://schole.ai/scenarios) and tell us what you think! No Scholé account needed. 🎉