Nousable
ProductCase Study
Platform Agnostic Infrastructure

The intelligence layer
for learning platforms

Nousable captures learning signals, builds dynamic learner profiles, and delivers personalized content — without replacing your existing platform.

See it in action
6
Signal Sources
Real-time
Profile Updates
100%
Content Preserved
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Input Layer

Agnostic Signal Collection

Multiple touchpoints feed into a unified learner profile. Nousable captures data from any source — without requiring learners to leave their platform.

Interaction Types

Live Class

Live class transcription
Turn-taking patterns
Participation metrics
Speaking time distribution
Error patterns in real-time
Teacher prompts & responses

Assignments

Completion rates
Time to complete
Revision patterns
Error frequency
Improvement over time

Writing

Linguistic complexity
Vocabulary range
Grammar accuracy
Coherence & structure
Style patterns

Voice

Fluency metrics
Pronunciation accuracy
Intonation patterns
Speaking confidence
Filler word usage

Quizzes

Knowledge gaps
Response accuracy
Time per question
Comprehension level
Topic mastery

Activity

Session duration
Navigation behavior
Time on tasks
Feature engagement
Learning rhythm
Live Class
Assignments
Writing
Voice
Quizzes
Activity
EXTRACTIONCLASSIFICATION
Dynamic Learner Profile
Proficiency60%Grammar65%Vocabulary58%Fluency43%Pronunciation74%
Continuously learning

A living pedagogical map

Every interaction teaches the system. No separate application required.

Proactive Calibration

Smart Probes

The system asks targeted questions to deeply understand the learner — not just react to mistakes

Vocabulary Mapping
What the learner seesVocabulary Mapping

Choose the best word to complete:

The company needs to ___ its marketing strategy.

What the system learns

Analyzing response...

Identify hidden gaps • Map active vs passive • Understand learning style
Pedagogical Content Intelligence

Deep Analysis of the Institution's Content Library

Nousable analyzes the institution's existing learning materials and adapts them — instead of replacing them.

Textbooks
Lesson Plans
Exercises
Assessments
Nousable Analyzes
The System Maps
Linguistic Phenomena
Difficulty Levels
Required Skills

Works with your existing curriculum — textbooks, lesson plans, exercises, and assessments you already use.

Outputs

Tangible Value

Everything driven by the learner profile — pedagogical needs first, interests as the delivery layer.

Adaptive Use of Existing Content

Your existing materials, intelligently matched to each learner

  • 1Automatically matches institution's materials to learner profiles
  • 2Sequences content based on pedagogical needs
  • 3Reduces content creation burden
CONTENT LIBRARY
Chapter 3: Verbs
Article: Science
Exercise Set B
Matching to profile...

Advanced Practice System

Game-like exercises that target exactly what each learner needs

  • 1Game-like exercises targeting specific gaps
  • 2Difficulty adapts in real-time
  • 3Prioritizes weak areas automatically
PRACTICE SESSION
?
Difficulty50%

AI-Analyzed Writing

Deep analysis and personalized feedback on every submission

  • 1Contextual prompts targeting needed structures
  • 2Deep linguistic analysis of submissions
  • 3Personalized feedback on actual weak points
WRITING ANALYSIS
I have went to the store
yesterday and buyed milk
for make breakfast.
3 errors detected

AI Avatar & Role Play

Conversational practice adapted to each learner's context

  • 1Conversational agents adapted to learner profile
  • 2Scenarios based on real-life needs
  • 3Speaking practice with instant feedback
AI CONVERSATION

Personalized Engagement

Motivation systems tuned to each learner's patterns

  • 1Notifications tuned to learning patterns
  • 2Preference-based gamification
  • 3Real achievement celebrations
ENGAGEMENT
5 day streak

Admin Dashboard

Complete visibility into learner progress and content effectiveness

  • 1Real-time progress visibility
  • 2Struggling student alerts
  • 3Content effectiveness analytics
ADMIN DASHBOARD
24 active
2 need help

AI Content Creation

Generate pedagogically-sound content tailored to learner interests

  • 1Stories crafted for specific skill levels
  • 2Podcasts targeting listening comprehension
  • 3Interactive games for vocabulary and grammar
Stories
Podcasts
Games
Songs
Creating Story...
level:B1 Intermediate
grammar:Past Perfect
interest:Adventure
Based on learner profile
View case study
Nousable
The intelligence layer for learning platforms