Data as of Aug 22, 2026 · Based on 3,228,310 AI responses across 10,752 prompts · See how Parse measures this
IriusRisk offers an automated threat modeling tool that helps teams design secure software by leveraging AI-powered threat modeling (Jeff) to generate diagrams from prompts or image uploads and tailor outputs to their needs. It integrates into the SDLC and existing tooling (including Jira via Bex AI), provides a content library, and offers services to ensure regulatory, industry, and operational best practices, serving security teams, developers, and CISOs. The platform claims significant ROI and efficiency gains, including 203% ROI with a six-month payback and millions in cost savings from remediation avoidance, and supports threat modeling at scale for AI and ML applications.
Words AI uses
AI reaches for comprehensive · enterprise-grade · excellent when it describes IriusRisk.
Sources
iriusrisk.com shapes more of what AI says about IriusRisk than any other source, at 55% of its citations.
securitycompass.com · youtube.com · alvor.io · cloudairyhq.medium.com
The market map
CI/CD Application Security Scanning Tools →Where AI ranks IriusRisk
Excerpts where IriusRisk appeared in the AI's answer

IriusRisk (with Jeff AI) : Allows you to upload image files or system diagrams so its AI assistant can help draft components, data flows, and map out structured risk analysis.

IriusRisk / Jeff AI — probably the closest match to what you're describing.