We believe transparency matters more than promises. Here is an honest picture of where the product is. It is live in production on Google Cloud; we are inviting Vietnamese universities to be the first pilot partners (no pilots have started yet).
Assignment, tasks, versioned submissions, three-decision review, rubric.
Pre-check, feedback suggest, 3-level critique, paper search, writing, citations.
Control the AI budget at system, faculty and user level.
Terms, assignment, student risk scoring, reports.
User management, encrypted secrets, audit log, GDPR export.
The entire interface supports two languages.
Council structure and scorecards exist; the flow is being completed.
Share feedback/roadmap templates between lecturers.
Annotate submitted documents inline.
Manage theses by student group.
Single sign-on for a whole university (late 2026).
Connect Canvas LMS (2027). Moodle sync already shipped.
Deadline reminders via device push (late 2026). Email notifications already shipped.
Practice answering a committee with AI personas (2027).
Real-time notifications and task-assignment updates across all roles (today only 1-1 chat is real-time).
Timelines are estimates and may change. Items in the “Planned” column are not yet available.