This article presents a solution that enriches text and image documents by using image processing, natural language processing, and custom skills to capture domain-specific data. Azure Cognitive Search with AI enrichment can help identify and explore relevant content at scale. This solution uses AI enrichment to extract meaning from the original complex, unstructured JFK Assassination Records (JFK Files) dataset.