Automatic Extraction & Processing

After your files are uploaded, Insight Mentor immediately begins processing:

What Happens Behind the Scenes

• Cleans your text (removes repeated headers, fixes bullets, removes footers)

• Performs semantic chunking to group related ideas

• Tags concepts such as:

  • Definitions

  • Formulas

  • Processes

  • Key terms

Mastery Initialization

• Every detected concept starts with a baseline mastery score of 30%

• This helps Mentor Mode and Study Plans understand where to begin