Agentic Media Intelligence Assistant for Faster PR Insights

PR teams often need to review large volumes of digital news and social media content to understand brand coverage, emerging narratives, and potential issues. Although the relevant information may already exist in the organization’s media corpus, manual search can make it difficult to retrieve insights quickly enough to act.

CapeStart built a conversational media intelligence assistant that provides instant access to media insights, reports, and article-level findings. An agentic AI framework coordinates intent recognition, retrieval, classification, summarization, and multi-step response generation.

The solution uses Elasticsearch to search millions of documents and runs on Kubernetes with autoscaling to maintain performance as the corpus grows. Explore the case study to see how embedded AI engineering turned a large media archive into an accessible source of timely PR intelligence.