Build a video insights and summarization engine using generative AI with Amazon Bedrock
Machine Learning Blog
This article discusses how to build a video insights and summarization engine using generative AI with Amazon Bedrock on AWS.
Specifically, the article covers:
- Use case overview: An organization wants to analyze recorded customer call videos to increase efficiency, reduce workload, and gain insights
- Solution overview: The architecture uses services like API Gateway, Amazon Bedrock, DynamoDB, Lambda, S3, and Transcribe
- AI/ML workflow: Transcribe converts video to text, then Bedrock models (e.g. Anthropic's Claude) summarize, analyze sentiment, extract actions, and suggest next steps
- Potential improvements: Expanding to automate logged actions, creating analytics on centralized data
- Conclusion: The solution provides actionable insights to improve customer interactions while reducing manual work
The AWS News Feed is currently looking for gold sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.
Related articles
Jun 13
2025
2025
Build generative AI solutions with Amazon Bedrock
May 19
2025
2025
Amazon Bedrock Data Automation now supports generating custom insights from videos
Aug 6
2024
2024
Build custom generative AI applications powered by Amazon Bedrock
Jun 27
2024
2024
Build generative AI applications on Amazon Bedrock — the secure, compliant, and responsible foundation
The AWS News Feed is currently looking for silver sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.