Integrating Context-Aware Video AI Agents Into Enterprise Workflows | NVIDIA Technical Blog

This post details the integration of context-aware video AI agents into enterprise workflows using NVIDIA NemoClaw, NVIDIA Blueprints for Video Search and Summarization (VSS), and Retrieval-Augmented Generation (RAG). It explains how to extend VSS for guided, context-aware video analysis, orchestrate VSS and RAG as a composable service with NemoClaw, generate structured reports enriched with organizational and reference knowledge, build multi-step workflows where video analysis feeds into other business processes, and deploy and scale this solution across enterprise environments. The post demonstrates a 'healthy eating coach' example where a user uploads a food video, specifies analysis parameters via human-in-the-loop prompts, NemoClaw orchestrates VSS and RAG to retrieve nutritional guidelines and analyze the video, and then generates a structured report and a Jira ticket with recommended actions.