AI-Guided Research Mentorship Platform

From research idea to structured outputs, step by step.

A workflow platform that guides students through every stage of the research process — with AI feedback, supervisor review, and structured discussion.

Research Stages

Problem Definition · Motivation · Related Work · Sub-Problems · Method Design · Experiment Design

How it works

  1. 1Student submits a research stage draft
  2. 2AI advisor reviews and suggests refinements
  3. 3Student refines and confirms the final output

Structured Workflow

Six guided research stages — from Problem Definition to Experiment Design — each with its own submission, AI feedback, and supervisor review cycle.

AI-Assisted Refinement

An AI research advisor critiques each submission and generates targeted refinement suggestions, helping students iterate toward publication-quality outputs.

Supervisor Oversight

Supervisors review and approve each completed stage before students advance, ensuring quality checkpoints throughout the research process.

Discussion Channels

Every research stage has a dedicated discussion thread where students, supervisors, and collaborators can communicate in context.