AI suite
The model sits in our rack, not somebody's cloud.
Five tools for teachers and admins run on Auroboris hardware: about 40GB of VRAM across six or seven consumer GPU nodes, running 4-bit quantized open-weight models behind a Go router.
Tool 01
AI teacher assistant
Reads tomorrow’s syllabus topics and drafts a lesson plan, classroom activities and explanation guides the teacher can edit.
Tool 02
AI admin assistant
Drafts, polishes and translates notices and official communication, in the languages the school actually sends.
Tool 03
Assignment generation
Question sets from the chapter the class is on, with difficulty the teacher sets rather than the model guesses.
Tool 04
Duplicate homework checker
A vision similarity pipeline over uploaded homework photos that survives crops and filters, and reports a signal for a teacher to judge.
Tool 05
WhatsApp parent bot
Answers questions on performance, fees and attendance in natural language, and escalates complaints and unresolved tickets to the office.
Parent-paid add-on · ₹299 a month
A frontier model, grounded in the chapter the child is actually on.
The student picks a chapter from their own syllabus; its text is injected as context. One hundred credits a month, expiring at the end of the billing month. Four modes: walk-me-through, doubt solver, homework helper and flash cards.
Renders LaTeX for maths and physics, Mermaid for flowcharts, and SMILES for chemical structures.
Homework helper
Gives hints and asks the next question. It will not hand over the answer.
Credits
100 per month. No rollover, so nobody is billed for a balance they never used.
Separate from the school bill
The school is never charged for it and never has to administer it.