Group Member Evaluation

Make group work assessment fair, transparent, and scalable

Enable students to evaluate peer contributions, reduce free-riding, and automatically calculate individual grades, without increasing instructor workload.
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Eliminate free-riding and grading headaches in group work

Assessing group work fairly can be one of the most challenging parts of teaching. Instructors need visibility into individual contributions, students want their efforts recognized, and manually reviewing peer evaluations takes valuable time. Without a structured process, free-riding often goes unnoticed, feedback lacks consistency, and group grades can feel unfair.

‍Group Member Evaluation helps educators assess individual contributions with confidence by automating peer assessment, guiding students with clear evaluation criteria, and supporting fair, transparent grading at any scale.
Student

How Group Member Evaluation improves group work

Increase accountability

Empower students to evaluate team contributions and make individual effort visible, helping reduce free-riding and encourage meaningful participation.
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Save time on grading

Automate the collection, analysis, and calculation of peer assessment data, reducing administrative workload and eliminating manual spreadsheets.
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Develop collaboration skills

Help students build self-awareness, teamwork, and feedback skills through structured peer and self-reflection.
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With Group Member Evaluation you can

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Support various collaboration options

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 Customize criteria and rubrics

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Facilitate self-reflection

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Configure grading options

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Enable anonymous feedback

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Detect outliers

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Improve feedback quality with AI coaching

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Improve feedback quality with AI coaching

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Check plagiarism with Turnitin

Support various collaboration options

Make the assignment yours with options for individual or group assessment and reviewing within or outside groups for all classroom contexts. Groups are automatically synchronized from the LMS for easier setup.
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Customize criteria and rubrics

Structure and customize peer review criteria with options including qualitative feedback comments, (Likert) scales, rubrics or a combination of these for all types of assignments.
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Facilitate self-reflection

Encourage students to critically review, and reflect on their own contribution before assessing others’ work.
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Configure grading options

Turn the activities into either summative or formative assessment tasks by deciding which steps are graded and how much weight they carry for the final grade. Also, easily detect outliers with the built in analytics.
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Enable anonymous feedback

Full control over anonymity enables teachers to either hide reviewers behind fruity pseudonyms or create open peer assessments to encourage discussion and comparison depending on the assignment task and context. Reviewer ratings gives students more responsibility and accountability.
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Detect outliers

This feature helps instructors quickly identify exceptionally positive situations as well as possible concerns in teamwork assignments. The outliers are indicated based on the difference between how students rated themselves and how their peers rated them.
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Improve feedback quality with AI coaching

Acai's Feedback Coach analyzes peer feedback, and provides guidance, to aid student skill development and fostering a culture of constructive feedback and collaboration.
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Improve feedback quality with AI coaching

Acai's Feedback Coach analyzes peer feedback, and provides guidance, to aid student skill development and fostering a culture of constructive feedback and collaboration.
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Check plagiarism with Turnitin

If the institution has a license with Turnitin, instructors can enable plagiarism check setting for students to have their submissions reviewed for plagiarism by Turnitin before the automated feedback activity.
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Build rubrics in seconds with Rubric Assistant

Rubric Assistant helps faculty design pedagogy-backed, consistent rubrics that integrate seamlessly with Grading Assistant, saving time while ensuring fair and actionable feedback for every student.
Student

Planning for Fall 2026? Start with a pilot

Evaluate the impact of Group Member Evaluation in real courses before making a larger commitment. Our fully supported pilot program gives your institution the time, guidance, and evidence needed to make informed decisions.
Schedule a pilot consultation

Learn how top institutions are transforming feedback through Group Member Evaluation

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96% of my students participate every week, watching a 20-30 minute lecture, completing all discussion threads and quizzes…engagement & participation has been huge.
Tony Leisen
Instructional Design Manager at University of Minnesota
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Students from the modules have demonstrated improved collaboration and digital teamwork skills, aligning with expectations for leadership in a global environment.
Hertfordshire Excellence in Practice Case Study
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After improvements were made, like the automatic synchronisation of groups, that was a real winner for me... in the end, [Group Member Evaluation] was a starting point for students to be able to improve their collaboration.
Dr. Frits Flesch
Lecturer at Utrecht University
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Whether it’s peer review, group member evaluation, or one of the [engagement activities], FeedbackFruits does the heavy lifting of providing a structure and workflow.
Dr Andrew Feldstein
Assistant Provost for Teaching Innovation and Learning Technologies at Fort Hays State University
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By leveraging [FeedbackFruits], we aim to empower faculty with innovative methods for interactive teaching, peer assessment, and personalized feedback.
Melody J. Buckner
Associate Vice Provost at the University of Arizona
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Ready-to-use peer assessment templates

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Intermediate (10-30 min)

Beyond the first AI answer: compare, verify, and explain

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Intermediate (10-30 min)

Team-based asynchronous critique of live presentations

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Intermediate (10-30 min)

Enhancing AI Literacy: handling AI bias, hallucinations, and cognitive offloading

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Intermediate (10-30 min)

Explain & Assess: peer review of mathematical reasoning videos

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Intermediate (10-30 min)

Glow and grow: Feedback on oral presentations

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Intermediate (10-30 min)

Group member evaluation of roles and contributions for capstone project

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Intermediate (10-30 min)

Group member evaluation of teamwork and communication skills

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Low (<10 min)

Pre-project survey for group formation

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Intermediate (10-30 min)

Interim evaluation of group contributions and collaboration

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Intermediate (10-30 min)

Peer review of data visualisation report designs

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Intermediate (10-30 min)

Final group member evaluation for group project

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Intermediate (10-30 min)

Peer review of student designed learning games

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Intermediate (10-30 min)

Peer and self-evaluation of group project contributions

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Intermediate (10-30 min)

Discussion and peer feedback on project concepts

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Intermediate (10-30 min)

Peer feedback and self reflection on collaboration skills

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Intermediate (10-30 min)

Peer review of student-created AI assistants

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Intermediate (10-30 min)

Peer review for robotics project development

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Intermediate (10-30 min)

Group game demonstration and skill review

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High (>30 min)

Stepping into a manager’s shoes with interactive document

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Intermediate (10-30 min)

Peer and self-Assessment of group contributions

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Intermediate (10-30 min)

Enhancing AI literacy through interactive reading

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Intermediate (10-30 min)

Mid-Project Team Performance Evaluation

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Intermediate (10-30 min)

Exploring red flag legal issues through podcast and peer discussion

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Intermediate (10-30 min)

Onboarding students to peer review

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Intermediate (10-30 min)

End of module group member evaluation

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Intermediate (10-30 min)

Building comprehension of course materials for individual and team learning

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Intermediate (10-30 min)

Interactive exploration of key course concepts

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Intermediate (10-30 min)

Using team-based learning to inform project planning

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Intermediate (10-30 min)

Enhancing leadership storytelling through peer review

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Intermediate (10-30 min)

Examining challenging topics in education through podcast and discussion

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Intermediate (10-30 min)

Mastering AI prompts: watch, practice, and reflect

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Intermediate (10-30 min)

Practicing using AI to build strong essay arguments

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Intermediate (10-30 min)

Exploring real-world teaching scenarios through social annotation

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Intermediate (10-30 min)

Clarity through feedback: 
A physics peer review workshop

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Intermediate (10-30 min)

Developing critical writing skills through peer review and reflection

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Intermediate (10-30 min)

Building your own team structure with interactive document

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Intermediate (10-30 min)

Collaborative audio task: the power of emphasis

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Intermediate (10-30 min)

Group member evaluation and reflection

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Intermediate (10-30 min)

Exploring active and technology enhanced learning through interactive document

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Intermediate (10-30 min)

Real-time group member evaluation during group presentation

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Intermediate (10-30 min)

Self-assessment of values, learning, and skills for future career decisions

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Low (<10 min)

Reading and annotating sample place narratives

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Intermediate (10-30 min)

Analyzing leadership and emotional intelligence through social annotation

Knowledge uptake
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Intermediate (10-30 min)

Case study analysis and peer feedback

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Intermediate (10-30 min)

Peer review for policy analysis and evaluation

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Low (<10 min)

Reflection on learning objectives with the SOLO rubric

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Intermediate (10-30 min)

Analyzing a topic through interactive video

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Low (<10 min)

Reflecting on intersectionality with interactive document

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Intermediate (10-30 min)

Providing feedback on learning portfolio presentations

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Intermediate (10-30 min)

Group peer feedback: Let’s keep it fair & fun!

Critical thinking
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Intermediate (10-30 min)

Gamified team based concept defence

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Intermediate (10-30 min)

Gamified peer feedback: Leveling up through constructive critique

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Intermediate (10-30 min)

CBE skill review with a Mastery Check rubric

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Low (<10 min)

Deepening critical understanding through discussion

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Intermediate (10-30 min)

Gamified quiz for competition, debate, and learning

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Low (<10 min)

Cultural reflection discussion

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Intermediate (10-30 min)

Social-emotional learning based Peer Review

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Intermediate (10-30 min)

Strengthening research quality through structured peer feedback

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Low (<10 min)

Unpacking misconceptions through discussions

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Low (<10 min)

Exploring intersectionality through interactive Video

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Low (<10 min)

Self-reflection: Connecting learning to personal growth

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Low (<10 min)

Co-designing the course: Interactive syllabus feedback

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Low (<10 min)

Designing personalized learning through student choice

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Low (<10 min)

Reflection on socratic discussions with guided rubric

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Intermediate (10-30 min)

Reflection and peer exchange around an ethical dilemma

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Intermediate (10-30 min)

Using critical discussion to build upon arguments

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Intermediate (10-30 min)

Interactive case study discussion around an ethical dilemma

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Intermediate (10-30 min)

Showcasing evolving perspectives through revision, peer critique, and reflection

Critical thinking
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Intermediate (10-30 min)

Transformative learning: Group discussion and self-reflection

Critical thinking
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Intermediate (10-30 min)

Challenging cognitive biases through reflection and peer feedback

Critical thinking
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Intermediate (10-30 min)

Exploring Hofstede's dimensions of culture through discussion

Critical thinking
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Intermediate (10-30 min)

Holistic team collaboration evaluation

Collaboration
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Low (<10 min)

Interactive course syllabus

Collaboration
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Intermediate (10-30 min)

Peer workshop: Personal essay for creative writing

Collaboration
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Intermediate (10-30 min)

Role play self-assessment using SPIN Selling methodology

Critical thinking
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Intermediate (10-30 min)

Peer Review: Role play self assessment

Critical thinking
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Intermediate (10-30 min)

Create final assessment instructions using GRASPS framework

Critical thinking
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Intermediate (10-30 min)

Real-world problem-solving lab

Critical thinking
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Intermediate (10-30 min)

Social annotation of diverse perspectives

Critical thinking
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Intermediate (10-30 min)

Peer-learning: Discuss your Frayer Frame

Collaboration
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Low (<10 min)

Critical analysis of GenAI content

Problem-solving
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Low (<10 min)

Peer review of AI-generated content

Problem-solving
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Low (<10 min)

CBE peer review: Skills in action (Video or podcast-based)

Knowledge uptake
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Intermediate (10-30 min)

Share and discuss solutions for TBL (with AI reflection coach)

Problem-solving
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Intermediate (10-30 min)

Application exercise for TBL (with AI Discussion Coach)

Problem-solving
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Intermediate (10-30 min)

Team formation for TBL

Collaboration
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Low (<10 min)

Strengthening soft skills through peer feedback

Problem-solving
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Low (<10 min)

Perspective swap discussion

Collaboration
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Low (<10 min)

Getting organized! Selecting the topic for the project

Collaboration
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Low (<10 min)

Interdisciplinary project: Group member assessment & reflection

Collaboration
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Low (<10 min)

Self Reflection of AI-generated Content

Critical thinking
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Low (<10 min)

Introduction to course syllabus – Comprehension exercise

Critical thinking
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Low (<10 min)

Creating effective student groups

Critical thinking
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Low (<10 min)

Individual and group quiz in team-based learning

Collaboration
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Low (<10 min)

Creating effective student groups

Collaboration
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Intermediate (10-30 min)

Prompt-based open discussion

Critical thinking
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Low (<10 min)

Low-stakes knowledge check

Problem-solving
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Low (<10 min)

Instructor feedback on oral presentations

Collaboration
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Low (<10 min)

Self-assessment on skills | Reflection moments

Critical thinking
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Intermediate (10-30 min)

Interactive lecture presentation

Problem-solving

Fully modular
learning design

The Learning Design System allows you to mix and match any of the FeedbackFruits learning activities into a learning design to support any pedagogy, modality, or discipline.
Explore the Learning Design System

See Group Member Evaluation in action

We'll explore your current approach to group assessment, show how Group Member Evaluation helps reduce free-riding and streamline grading inside your LMS, and answer questions specific to your institution's needs.
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Integrated in your LMS

Runs inside Canvas, Moodle, Blackboard and Brightspace. No separate login for you or your students, and the same interface.

Secure and compliant

Your data is hosted by Microsoft Azure in your region. We're compliant with data protection laws including the GDPR and WCAG 2.1 (AA) accessibility standards.

24/5 human support

Real support for instructors and students, not bots. Plus onboarding workshops and a dedicated implementation team.
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