Platform

Features

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

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.

Collage AI is an AI-powered teaching and learning platform built on pedagogical best practices like backward design and cognitive load theory. It helps educators design, deliver, assess, and improve personalized learning at scale, with full security, LMS integration, and instructor oversight built in.

Collage AI is built for higher education and high school instructors and students. Unlike generic AI tools, it's designed around real educator and student workflows, keeping instructors in full control of content and instructional decisions.

No. Collage AI, Inc. is an AI teaching and learning platform for higher education and high school instructors and students. It is not affiliated with Collage HR, Colleague AI, StudyHall.AI, or the Collage photo-collage app. Our only official website is collage-ai.com.

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, Collage is an integrated teaching and learning platform built around pedagogical frameworks such as backward design and cognitive load theory. It identifies individual student knowledge gaps through a red-yellow-green mastery model and supports partial credit across multiple valid solution paths, so personalization is grounded in how each student is actually performing. The result is a learning environment that strengthens student preparation and measurably improves learning outcomes.

Educators and institutions often want to know exactly how their course content is handled. 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 materials are not shared across institutions or exposed to unrelated educators.

Institutions evaluating Collage often need to satisfy formal security, procurement, and accessibility review before moving forward. Collage maintains current HECVAT and VPAT assessments, available upon request, so your IT, security, and accessibility teams can complete their review without delay. We are also currently undergoing a full SOC 2 Type II audit to verify operational effectiveness over an extended monitoring period.

Collage integrates with major learning management systems, including Canvas, Moodle, Brightspace, and Blackboard, using the LTI standard, and grades can be synced back to the LMS gradebook at the activity level, so instructors choose exactly which assessments transfer. For institutions without a supported LMS, Collage also runs as a standalone platform, so LMS integration is a convenience, not a requirement.

Educators often worry that uploading course materials means giving up ownership of their work. The intellectual property rights of materials you input into Collage do not change: if you own the content you upload, you continue to own it. In doing so, you grant Collage a license to use those materials to generate educational content and assessments for your course. You also own the AI-generated outputs, so long as you do not use them for commercial purposes.

Building the infrastructure to support better student outcomes, together with educators, and learning science as our blueprint

Building the infrastructure to support better student outcomes, together with educators, and learning science as our blueprint

© 2026 Collage AI, Inc.

© 2026 Collage AI, Inc.

20 Holyoke St, Cambridge, MA 02138

20 Holyoke St, Cambridge, MA 02138