Upload to AWS S3 for hybrid analysis with AI

Combining APIs and integrations can deliver substantial value by enabling complex tasks through orchestration and automation engines, as demonstrated by a workflow that uploads email text and attachments to AWS S3 and performs security and semantic analysis. Utilizing AWS S3 and AWS Comprehend, the process begins by extracting data from phishing emails and organizing it in S3 using identifiers like the Message-ID for easy retrieval. The workflow includes deduplication, time-based retrieval, and analysis via Hybrid Analysis for threat scoring, followed by appropriate responses to the email submitter. Simultaneously, AWS Comprehend performs NLP to extract entities from the email content, aiding in data mining and improving security awareness by identifying phishing trends. This automated approach, which can be further expanded with additional services, offers scalable, efficient, and adaptable solutions compared to traditional manual methods.