Turn feedback into actionable insights

Analyze open-ended responses in minutes, not hours. Streamline feedback review and make informed decisions faster with automated analysis built for education.

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Education
5 min read

Introduction to Feedback Fusion

Transforming Qualitative Data in Higher Educationted insights for faster decision-making

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solutions

Transform student feedback into insights

Automated analysis

Quickly process open-ended responses with advanced NLP, saving hours of manual review for instructors and teams.

Actionable insights

Identify key themes and trends in student feedback to inform teaching strategies and improve learning outcomes.

Privacy first

Maintain student confidentiality with secure, privacy-focused data handling throughout the analysis process.

Reports

Generate clear, tailored reports that highlight what matters most for your course.

Seamless integration

Easily connect with your existing survey tools and platforms for a smooth workflow in our future rollout.

Interpretability

Understand how results are generated with transparent, easy-to-follow explanations for every insight.

Dashboard showing categorized student responses with concerns, categories, and risk levels; highlights 20 high-risk concerns requiring immediate attention with red borders and warning indicators on page 5 of 5.

Categorize survey and identify risks

Dashboard showing timeline insights with panels for Sentiment Evolution declining from 72% to 45% positive, Category Shifts with personal concerns up 22%, cross-CSV key findings highlighting mid-semester satisfaction drop and personal support increase, and instructor action items prioritizing addressing satisfaction drop and support resources.

Access to advanced analytics

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Generate personalized emails on the fly

Meet the people behind the insights

Our team combines expertise in education and technology to help you analyze feedback efficiently and make informed decisions at scale.

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Ayushi Chakrabarty and Gregory S Mayer

TRUSTED BY THESE ORGANIZATIONS

Georgia Tech College of Sciences School of Mathematics logo with stylized GT letters.
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With a class size of over 1,000 students, identifying at-risk individuals early in the semester used to be a daunting task. Feedback Fusion completely changed that. It allowed me to analyze open-ended responses from our start-of-semester survey efficiently, highlighting students who needed support in a way that would have been challenging to do manually. The ability to categorize concerns helped us respond quickly to our students, ensuring that no one slipped through the cracks.

- Gregory S Mayer
Frequently asked questions

Answers for educators, fast

How is feedback analyzed automatically?

We use natural language processing trained on real survey data to review and categorize open-ended student responses, surfacing key themes and insights without manual effort.

Is my feedback data protected?

All feedback is anonymized and handled according to strict privacy standards (FERPA), ensuring your data stays secure and confidential.

Does the system generate reports?

Yes, you can generate reports in CSV, Excel, PDF, or JSON for all the available analytics.

When will I see my results?

Results are delivered within minutes, so you can quickly review and act on student feedback at any scale.