EdTech Halo Learning 2023 20 weeks
Adaptive learning for 300k K-12 students
An EdTech platform that learns each student's pace — and quietly closed the achievement gap.
Live · Shipped 2023
Services provided
DiscoveryUI/UXWeb + MobileAI/ML
Tech stack
ReactReact NativeDjangoPyTorchGCPBigQuery
The challenge
Halo had a great pedagogy but a clunky product. Session times were dropping every quarter. Teachers wanted intervention alerts, not more dashboards.
Our approach
How we solved it — step by step.
01
Rebuilt the student flow around 90-second focused sessions.
02
Trained a lightweight difficulty model to auto-adapt problem sets.
03
Shipped teacher 'nudges' — a daily 5-min triage view of at-risk kids.
04
Ran a 6-school pilot before national rollout.
In-product
A closer look at what we shipped.
The receipts
Numbers that mattered to the business.
+58%
weekly session length
300k+
students on platform
-24%
teacher grading time
2 states
district-wide adoption
Client word
"Logiic understood teachers before writing a single line of code. That's why the product actually gets used."
Rohan Iyer
Head of Product, Halo Learning
