Register & receive a topic
Register your thesis title and description; get matched with a supervisor.
This catalog lists what the product does today. A few items are marked “in progress”; anything not yet built is in the roadmap section at the end.

Register your thesis title and description; get matched with a supervisor.
See tasks with deadlines, upload files (PDF/DOCX/ZIP…) and add notes.
Each submission is a version; review the v1, v2, v3 history and feedback.
Track the thesis roadmap by milestones and completion status.
Find academic literature via Semantic Scholar; AI generates Vietnamese summaries.
Paraphrase, translate, summarize and improve style.
Self-check your work at 3 levels (Light/Medium/Defense) before submitting.
Store references, switch APA/IEEE/Vancouver, export BibTeX.
See remaining quota, usage history, and request more credits from your supervisor.
Message your supervisor directly inside the system.

Pending actions, progress distribution and a needs-attention list.
Create tasks with description and deadline for a student or group.
A queue of submissions awaiting grading, filtered by student.
Accept, Request change or Discuss, with detailed comments.
Score across 5 criteria (content, structure, methodology, citations, presentation).
AI analyses a submission before grading and expands feedback from a short note.
See what changed between a student's submissions.
Overview, submission history and private notes per student.
Save and reuse feedback templates; share via a marketplace.
View personal quota; grant and approve student credits.

A faculty-wide view of assignments, progress and councils.
Create and manage the faculty's terms.
Assign supervisors to students, with AI matching suggestions.
Risk score from overdue tasks, days without submitting, rejection rate and engagement.
Form councils, assign candidates and criteria-based scorecards.
Set faculty AI usage policy and review aggregate reports.

Key metrics, infrastructure health and recent activity.
Create, assign roles and disable accounts (soft delete keeps an audit trail).
Bulk-import users with a preview step.
Review self-registered lecturer accounts.
Manage models, 3-tier quota and routing rules.
Real spend by day, by feature and by model.
Monitor service health and toggle features at runtime.
Track who did what, when, to which record.

Email/password (bcrypt) or Google Sign-in; secure sessions.
TOTP via an authenticator app, with backup codes.
Access control enforced at the edge per role.
Sensitive tokens and keys are AES-256-GCM encrypted.
Users can download all of their data (rate-limited).
The product is available in Vietnamese and English.
Items marked “in progress” already have a working foundation and are being completed.
Every AI feature runs on Google Vertex AI with transparent cost. Watch a short clip and see real screenshots:
▶ Student AI assistant — more in the video library.




For transparency, here is what we do NOT offer at this time: