The academic operating system
Run your entire institution on one intelligent platform.
Schools, colleges, coaching centres, online academies, and private tutors manage attendance, exams, results, fees, and parent communication here — with SAM, an AI engine that drafts the paperwork and lets your teachers keep the final word.
Mastery by Bloom's level
Parent report · awaiting approval
আয়ান এই টার্মে জ্যামিতিতে ধারাবাহিক উন্নতি দেখিয়েছে।
“Ayaan has shown steady improvement in geometry this term…”
Bloom's Taxonomy levels behind every AI-drafted question
Institution types, from full schools to solo tutors
Dedicated experiences for admins, teachers, students & parents
English-first UI with full Bengali reports, notices & SMS
01 — Who it serves
One platform, five kinds of institution.
Each institution gets its own isolated space, branding, roles, and academic structure — whether that structure is twelve grades or one dedicated tutor.
Schools
Classes, sections, and academic years with attendance, homework, term exams, marks entry, result publishing, and parent portals — the full school office, minus the paper.
Colleges
Departments, programs, and term structures with subject-teacher mapping, gradebooks, certificates, and institution-level analytics that deans actually read.
Coaching centres
Batches, fee tracking, frequent exams, and SMS to guardians in their own language — built for high-volume, high-frequency teaching operations.
Online academies
Course authoring, enrollments, live and recorded class management, and an AI tutor that meets students inside every lesson.
Private tutors
A professional space of your own: your students, your courses, your exams, your brand — without the enterprise overhead.
02 — The intelligence engine
Meet SAM. It does the paperwork — your teachers keep the judgment.
SAM is woven into the school workflow itself, not bolted on as a chatbot. It works where your staff already work, and nothing it writes reaches a student or parent without a human signature.
Before the exam
Question generation, by Bloom's level
SAM drafts exam questions mapped to remembering through creating, tuned to your subject, class level, and syllabus context — so papers test thinking, not just recall.
Teacher reviews every question before it reaches an examAfter submission
Grading assistance
For written homework and answers, SAM proposes marks and feedback the teacher can accept, adjust, or discard. Suggestions are ephemeral — the teacher's decision is the record.
Suggestions only — the teacher's mark is finalAt term end
Parent report narratives
SAM turns marks, attendance, and trends into a readable narrative for each child — generated in English and Bengali, and held for approval before any parent sees it.
Double-gated: drafted, then explicitly approvedAll term long
Class analytics for teachers
Section-level patterns, struggling-student signals, and subject-by-subject performance summaries — the insight a great head teacher would surface, on demand.
Scoped to the teacher's own classes onlyUnder the hood, SAM also powers an AI tutor for students, AI-assisted course authoring for teachers, and institution-level academic analytics — all scoped to your tenant and usage-metered per plan.
Explore the full platform03 — Daily operations
The unglamorous work, handled properly.
AI is the headline, but terms are won by operations. These run every day, for every role, in both languages.
Attendance
Daily, section-wise marking by homeroom teachers, with records parents can see the same day.
Exams, marks & results
Manual or AI-assisted exam creation, marks entry by subject teachers, and controlled result publishing per term.
Fees & payments
Subscription billing with global card payments and regional gateways, invoices, and payment status your accountant can trust.
Timetables with conflict detection
A routine grid builder that warns when a teacher or room is double-booked across sections — before the term starts, not after.
Notices, email & SMS
Announcements that reach guardians by email and SMS in each recipient's preferred language, not just the institution's.
Certificates with public verification
Issue certificates in bulk, revoke when needed, and give employers a public verification link that proves authenticity.
04 — The parent's view
Parents read reports in their own language.
Guardians get a portal scoped to their own children — attendance, results, notices, and term narratives, delivered in the language each family actually reads.
Linked only to their own children
Parent accounts are explicitly linked per child — a guardian never sees another family's records.
Narratives approved before they're seen
SAM drafts each term narrative; it is held until a teacher or admin approves it. Unapproved drafts are invisible to parents on every read path.
SMS and email in the recipient's locale
Notices and alerts go out per-recipient in English or Bengali, based on each guardian's preference — not a single institution-wide setting.
এই টার্মে রিমঝিমের উপস্থিতি ও গণিতে আত্মবিশ্বাস লক্ষণীয়ভাবে বেড়েছে।
“Rimjhim's attendance and confidence in mathematics have grown notably this term. Focused practice on word problems is recommended for the holidays.”
05 — Built for trust
Student data deserves institutional-grade engineering.
Education runs on trust. The boring security decisions were made first, and made strict.
Tenant isolation, enforced in the database
Every institution is a hard tenant boundary. Row-level security in PostgreSQL backs the application checks, so one school can never read another's data.
Role-based access, page by page
Admins, teachers, students, parents, and finance staff each see exactly their surface — permissions are enforced per page and per API, not by hiding buttons.
Separate admin authentication
Institution administration runs on its own authentication system, fully separated from student and teacher logins. No shared sessions, no shared tokens.
Audit logs with retention
Sensitive actions are recorded with actor, tenant, and timestamp — and retained on a defined schedule, so accountability survives staff turnover.
Right to erasure, built in
A full tenant-purge workflow with a 30-day grace period supports data-protection requests without engineering heroics.
AI with human authority
Every AI output that touches a student record — questions, grades, reports — passes through teacher review. SAM advises; educators decide.
06 — Getting started
From signup to a running term, in three moves.
Create your institution
Sign up, pick your structure — school, college, coaching centre, academy, or solo practice — and get an isolated space with your own subdomain.
Bring in your people
Invite teachers by email, enroll students, and link parents to their own children. Roles and permissions are applied from the first login.
Run the academic year
Attendance, homework, exams, results, fees, notices — with SAM drafting the heavy paperwork and your staff approving what goes out.
The next term could run on something better.
Create your institution's space in minutes. Bring your teachers, your students, and your standards — SAM and the platform handle the rest.