Working with the Tech 42 team on our video analysis POC was a great experience. They brought a very thorough and systematic engineering approach to evaluating AI models for video understanding, helping us compare Twelve Labs Pegasus against Amazon Nova models and AWS Bedrock Data Automation in a real-world environment. The solution they built processed our sample session recordings end-to-end—from video ingestion and automated description generation to embeddings, storage, and search testing—giving us concrete performance data and a clear pipeline we can build on. Their documentation, transparency, and communication throughout the engagement made the handoff easy, and we now feel confident in the model choices and architecture needed to take the next step.