Enhance Teacher Coaching and Video Analysis With AI

Emir Plicanic
Emir Plicanic

December 21, 2023

Table of Content

Vosaic AI is an innovative new tool that enhances teacher coaching and improves video analysis for research. It utilizes OpenAI, the most robust Large Language Model (LLM) on the market, to analyze videos and give time-stamped feedback based on custom prompts.

Over the last couple of years, there has been an increase in the adoption of AI tools by teachers. A recent Forbes survey reported most of the tools are used for:

  • AI-Powered Educational Games

  • Adaptive Learning Platforms

  • Automated Grading

  • Chatbots for Student Support

What’s missing in that list is the use of AI to improve learning by improving teaching. And this is exactly where Vosaic comes in. Vosaic is all about evidence-based coaching cycles. With Vosaic, videos of practice are easily recorded and tagged using custom forms that enable coaches and teachers to focus on specific areas of practice.

Vosaic AI enhances that cycle by allowing coaches and teachers to get initial unbiased feedback using AI.

We call this feature “AI Mate”. AI Mate does not replace the coach but rather assumes the role of a friend who can help both the coach and the teacher.

What Are The Benefits of Vosaic AI

Instant Feedback

Vosaic AI analyzes video transcripts using a variety of pre-set and customizable prompts, giving you immediate, time-stamped feedback you can use to adjust your practice in real time.

Fast Analysis

Whether you want a general summary of a video or time-stamps of specific behaviors, Vosaic AI can provide both before you even hit “play.”

Super Easy to Use

Vosaic AI follows the popular prompt-and-response pattern that many users are already familiar with from ChatGPT, Google, and other popular tools.

How Vosaic AI Mate Works

Vosaic automatically transcribes videos and identifies different speakers—giving you an instant teacher/student talk analysis. In addition, Vosaic AI Mate generates a report that summarizes teachers effectiveness in student engagement and classroom management. Here's what that report looks like:

Vosaic AI Mate report

From there, you can use AI Mate to give you feedback or analysis, by asking questions like:

  • “Which domains of Danielson’s framework for teaching are used?”

  • “Are good classroom management techniques used in this video?”

  • “Does the teacher use the revoicing technique?”

  • “Show me all moments where the teacher asks questions?”

  • “Does the teacher give students enough time to answer the questions?”

If needed, you can also ask Vosaic AI to do some calculations for you. For example:

  • “How many questions does the teacher ask?”

  • “Look at every question the teacher asks then calculate how many seconds it takes before each question is answered?”

Prompts can also include questions about specific practices. When those are used Vosaic AI will show a definition of the practice as well as the moments in which the practice is taking place.

For example, a prompt like “What are the look for's in Danielson's Instruction Domain? Is Danielson's Instruction Domain used in this video?”, will result in an answer that shows specific moments in the video where Danielson’s Instruction Domain was used, along with the definition of Instruction Domain look for’s.


Enhance video-based feedback, self-reflection, and teacher coaching with Vosaic.

Customer Reactions to Vosaic AI Mate

“I see massive potential there! The fact that it can identify those specific practices like stating clear expectations and using hand gestures is amazing.”

Tara Kaczorowski, Ph.D.
Executive Director & Chair, Education Department
Daemen University

“Wow, this would have saved our team so much time coding different math questioning techniques.”

Academic Program Coordinator
Center for Professional Development & Education Reform
University of Rochester

“I have been experimenting with all the features of AI, and it has been so helpful. As of right now, I cannot think of anything that could improve it.”

Kelly Huey
Special Education, Clinical Assistant Professor
Illinois State University

Give Vosaic AI a Try

We’re offering free access to Vosaic AI to a limited number of new Vosaic customers. If you’re interested in giving it a try, please complete this form.

Getting Started With Video Toolkit (PDF).

PDF Download


  • Sample Letter To School Leaders
  • Common Answers to Video Questions
  • Walkthrough Sample
  • Observation Sample
  • and more.
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