Automation Workflows
Handwritten-note transcription and the AI advisor each run as their own n8n workflow the app calls out to.
01AcedNextGen AI Studio 2026

Academic manager for notes, guided tutoring, daily planning, and assignment organization.
Aarush is precise in a way that is easy to miss: he pins down what has to stay fixed as carefully as what he wants changed. Paired with an inventive imagination — he thinks in materials, in what a room would be built from if the rules were suspended — it makes him unusually good at landing the result he actually pictured.
Aced
Aarush PangaSrihaas YeluriSid PatsamatlaAtharv Manayamkath
More than half of students report burning out on schoolwork, and the team did not have to look far for the reason — they were describing their own week. Extracurriculars take the hours, studying gets whatever is left, and the work itself scatters across a planner, a group chat, and three separate class portals. The tools meant to hold a semester together end up being part of what there is to keep track of.
Aced puts notes, schedule, assignments, and tutoring behind a single login — one place to look instead of one more place to check.
“Our long-term goal is to become the operating system for student success — helping students not just stay on top of their work, but actually achieve their academic aspirations.”
Handwritten-note transcription and the AI advisor each run as their own n8n workflow the app calls out to.
Supabase Auth with per-student access rules, verified so that one account can never reach another's schedule, notes, or chat.
Per-student Google Calendar OAuth for two-way schedule sync.
Also in the buildHandwritten-note transcription · AI advisor chat · Daily planner and assignment tracking
The description of Aarush Panga above was written by studio staff rather than by the student. Students can request a change at [email protected].