Platform

Features

Collage helps educators build courses and supports students with pedagogical best practices.

Collage AI
PSYCH 100
Dashboard
Lessons
Assessments
Analytics
AI Tutor
Library
MA
Megan Allen
Dashboard
PSYCH 100 · Welcome back, Megan
New assessment
New lesson
Lessons
18
14 published
Students
124
Active this week
Avg. completion
76%
Across the course
Tutor sessions
35
Last 7 days
Recent lessons
View all
Sensation and perception
Published
Updated 2 days ago
Research methods in psychology
Published
Updated 4 days ago
Biopsychology and the brain
Draft
Updated 6 days ago
01

Design

Create engaging learning experiences from your instructional materials. Rapidly design and refine as needed.

  • Backward design
  • Chunked learning
  • Rich content modalities
  • Formative & summative assessment
  • Library of cases and projects
02

Teach

Provide personalized support at scale, ensuring students have the support they need when they need it.

  • Contextual, customizable AI tutor
  • Instructor controls, including supervision for exams
  • Adaptive feedback and guidance
  • Built-in accessibility
03

Assess

Understand learning, not just grades.

  • Rubric-based grading support
  • Mastery tracking
  • Learning analytics that answer the specific questions you ask
04

Improve

Use evidence to continuously strengthen instruction. Identify where students have consistent challenges and quickly refine instruction to strengthen it.

05

Library

Explore curated projects and cases from a world-class community of educators, adapt them for your own teaching, or contribute your own to help others.

  • Curated cases and projects from leading educators
  • Adapt any resource to fit your course
  • Contribute your own work back to the community
Fits right in

Seamless Integration

Collage is built to fit effortlessly into your existing digital ecosystem, respecting your current workflows.

  • LMS compatibility: built on LTI 1.3 Advantage for Canvas, Blackboard, Brightspace (D2L), and Moodle
  • Unified access: standard authentication protocols including Single Sign-On (SSO)
CanvasBlackboardBrightspace (D2L)Moodle
CollageLTI 1.3 Advantage · Single Sign-On
The difference

How Collage Compares to Other Platforms

CapabilityGeneral LLMsLMSsStandalone AI ToolsCollage
Primary purposeGenerate content and answer questionsManage and deliver coursesOptimize a single teaching functionHolistic teaching and learning platform
Grounded in learning scienceGenerally noLimited; depends on course designVaries by productDesigned around learning science from the ground up
Learning outcomes alignmentPrompt-dependentManualOften limited to one activityExplicit alignment of outcomes, content, activities, and assessments
Personalized student supportGeneric unless promptedLimitedUsually focused on one functionContext-aware Socratic tutoring embedded throughout learning
AssessmentGenerates assessmentsDelivers assessmentsTypically formative or summativeIntegrated formative, adaptive, and summative assessments aligned to learning objectives
Learning analyticsMinimalEngagement analyticsTool-specific metricsAnalytics tied to learning objectives, student progress, and instructional improvement

Have questions?Find answers.

As a Public Benefit Corporation, Collage is legally bound to protect its social and educational mission, prioritizing the public good alongside financial sustainability.

Collage takes a fundamentally different approach to AI. Rather than functioning as a standalone assistant or point solution, Collage is an integrated teaching and learning platform designed around evidence-based pedagogy and the real-world workflows of faculty and students. By combining pedagogical best practices with thoughtfully integrated AI, Collage helps faculty create more engaging, personalized learning experiences. The result is a learning environment that strengthens student preparation, enhances classroom interactions, and measurably improves learning outcomes.

Your course content is used to produce lessons and assessments but is not used to train the AI model. Institution and instructor data is separated at the database level so that materials are not shared across institutions or exposed to unrelated faculty.

Collage is currently undergoing an independent audit to verify operational effectiveness over an extended monitoring period to achieve SOC 2 compliance. We maintain current HECVAT and VPAT assessments to support higher-education procurement, security, and accessibility reviews.

Collage uses the Learning Tools Interoperability (LTI) standard to connect to learning management systems, including Canvas, Moodle, Brightspace, and Blackboard. Grades can be synced back to the LMS gradebook, and instructors choose which assessments or assignments to sync. Grade transfer is managed at the activity level rather than applied automatically to everything. Collage can also be used as a standalone platform.

The intellectual property rights of materials that you input into the Collage do not change. In other words, if you own the content you upload to the platform, you continue to be the owner of it. In doing so, however, you are giving Collage license to use those materials to generate educational content and assessments for your course. You are then fully permitted to use the AI-generated outputs for your students, so long as it is not for commercial purposes.

We maintain current HECVAT and VPAT assessments to support higher-education procurement and security reviews and can make them available upon request.

A Public Benefit Corporation dedicated to simplifying teaching and personalizing education at scale with AI

A Public Benefit Corporation dedicated to simplifying teaching and personalizing education at scale with AI

© 2026 Collage AI, Inc.

© 2026 Collage AI, Inc.

20 Holyoke St, Cambridge, MA 02138

20 Holyoke St, Cambridge, MA 02138