Wiley / Knewton · Education

Knewton Alta

An adaptive learning platform powered by AI that personalizes courseware for higher education in STEM subjects.

Overview

Knewton Alta uses AI-driven adaptive learning to create personalized educational paths for college students in mathematics, statistics, chemistry, and economics. The platform continuously assesses student knowledge through embedded assessments and adjusts content delivery in real time, providing targeted remediation and practice. Acquired by Wiley, Knewton Alta is used by hundreds of institutions to improve student outcomes in gateway courses.

Subjects

Math, statistics, chemistry, economics

Level

Higher education (undergraduate)

Deployment

Cloud-based SaaS

LMS Integration

Blackboard, Canvas, D2L, Moodle

Users

500+ institutions

Capabilities

Adaptive content sequencing based on student performance

Real-time knowledge gap identification

Personalized practice problem generation

Learning analytics and progress dashboards

Prerequisite skill remediation

Use Cases

Personalizing math and science courseware for university students

Reducing failure rates in gateway STEM courses

Providing instructors with actionable student performance analytics

Enabling self-paced learning with adaptive difficulty adjustment

Pros

  • +Proven adaptive learning technology with strong research backing
  • +Seamless integration with major learning management systems
  • +Reduces student failure rates in high-DFW courses
  • +Provides detailed analytics for instructors and administrators

Cons

  • -Limited to STEM subjects; not available for humanities or social sciences
  • -Per-student cost can be significant for large enrollment courses
  • -Adaptive algorithm is proprietary with limited transparency
  • -Requires consistent internet access for full functionality

Pricing

Per-student licensing through Wiley. Typically $40-$80 per student per course, often bundled with Wiley textbook adoptions.

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