AI-Era Threat Defense and Observability

See Real-Time AI-Related Data Risks

Kill AI Leak Viability of Your Docs Even at Third Parties

Detect when email content, attachments, recipients, links, or hidden prompts indicate the use of AI tools that may expose sensitive business information.
RAPTOR AI extends AI governance into the email layer to give you the visibility needed to review, flag, block, or record risky AI activity across everyday email communications.

Questions RAPTOR AI Observability Helps Answer

  • Which AI tools are appearing in business communications?
  • Are employees sending strategic or confidential content to unapproved AI systems?
  • Are attachments being generated, summarized, or modified using AI tools?
  • Are AI-generated summaries of sensitive information being redistributed by email?
  • Are third-party AI workflows entering customer, vendor, legal, or financial communications?
RAPTOR AI observability module gives security, compliance, legal, and risk teams email-specific visibility into these activities and enables policies to flag, review, block, or record them.

Bring AI-Era Threat Defense Visibility to the Email Layer

AI-Generated Attachment Detection

Review document metadata, filenames, creator fields, modified properties, and embedded indicators to identify AI-assisted contracts, reports, presentations, and summaries; attachments modified using AI applications; and sensitive documents redistributed after AI processing.

AI-Generated Email Detection

Identify subjects, message bodies, paragraphs, or sections that appear to have been generated or significantly assisted by AI.

AI Recipient Detection

Detect AI assistants, note-taking services, transcription platforms, AI ingestion addresses, and automated AI workflows included in To, CC, or BCC fields to identify when business communications are routed into an AI system.

AI Tool Reference Detection

Find references suggesting that email content or attachments were pasted into, rewritten by, summarized with, or analyzed using an AI tool. Detection includes references found in email content, attachments, URLs, and message text.

Kill AI Leak Viability

Kill AI leak viability of your docs even at third parties. Control your documents and spreadsheet content from ingestion into AI even when third parties try to summarize your strategic content in their AI tools.

AI Domain Detection in Links

Identify links to AI platforms, AI document-analysis tools, AI portals, AI-powered services, and AI workflow destinations.

Hidden Prompt Detection

Detect prompts concealed in email bodies, HTML attachments, document metadata, images and message content that may be processed by AI, but easily missed by the human eye.

Prompt Injection Detection

Identify instructions intended to alter AI behavior, bypass established controls, suppress warnings, produce misleading summaries, trigger unauthorized actions, or extract confidential information.