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Why a Data and AI Company Built an App for Teenagers
We built Curio Bite, a bite-sized learning app for teens aged 13 to 18. Here’s why an AI and automation company took on edtech.
Algoritmo Lab · 3 min read · November 2026
It Started on a Bus Ride
The idea behind Curio Bite started on a bus ride, when Felicia was daydreaming. As she looked at the teenagers around her, heads down, thumbs moving, she wondered how much of that time was going anywhere.
Hours a day on a phone, and if you are a parent to a teen, you know that feeling. Is all that phone time going to help them when exam time comes around?
Building an edtech app was not an obvious thing for us to chase. Most of our work is AI automation, custom software and training for businesses.
But the question stayed with us.
What if the phone habit was the starting point, not the problem?
And sometimes questions like that take us down a rabbit hole.
Meet the Learner Where They Are
We are educators too, even though we focus on adult learning and development. From designing GenAI and tech training to WSQ-accredited programmes, one core thing we have learned is that we need to meet the learner where they are.
Professionals want it short, useful and relevant. Teenagers want the same, with less patience. We melded all the information and learnings we had and built something out of it.
It is called Curio Bite, and it delivers bite-sized cards that are informative without feeling like they are in a classroom. The content launches for teenagers aged 13 to 18 in Singapore, starting with the Secondary 3 syllabus.
The Hard Part Was the Content System
The hard part was not the screens. It was the content system behind them.
We needed the content to be relevant to their studies, so we had to work around the Singapore education curriculum to make sure we were aligned.
Then we made it harder on ourselves.
Some cards would be specific to one country. Others would be global. All of them would mix together in one feed. A card made for a Singapore student can also be a good card for a student in India, so the system has to know what each card is, who it is for, and where else it fits.
Our developers and content team worked on this side by side for a long time. Hundreds of cards had to be written, checked and tagged. That number will keep growing, because would a teenager want to read the same thing over and over again?
That’s why.
We also had to think like teenagers, not like adults designing for them. Why would a 15-year-old open this instead of social media?
Live on Android Now
After all that, and many hours at the drawing board, with many more to go, Curio Bite is live on Android, with iOS to follow.
It’s early, but knowing things shouldn’t depend on where you live. If you have a teen at home, or you’re curious enough yourself, the app is live on Android now.
Algoritmo Lab builds AI automation, custom software and training for businesses across Singapore and India. Get in touch if you want to talk about what we could build for you.