Agentic Security Review Orchestrator
126 Signals

Agentic Security Review Orchestrator

An AI workflow platform that triages, validates, and routes security issues across applications, infrastructure, and AI systems.

Added May 31, 2026

Cybersecurity
AI Security
Security Automation
Opportunity score

High opportunity (78%)

The Problem

Security teams are being asked to review AI-driven systems, infrastructure, applications, and data pipelines while also responding faster to common incidents. The signals point to teams needing automation that helps discover issues, support threat modeling, run evals, and accelerate remediation without replacing existing security review processes.

Potential Solution

Build a SaaS tool that connects to code repositories, cloud environments, ticketing systems, and security scanners, then runs agentic workflows for issue discovery, risk assessment, and remediation planning. The product would provide security review harnesses, AI-assisted threat modeling, incident workflow automation, and evidence-backed recommendations that engineers can approve before changes are made.

Why Now?

Multiple security roles now explicitly mention AI workflows, AI tooling evals, and automation for offensive security and incident response. Companies are securing both AI systems themselves and using AI to speed up traditional security work.

Market validation
Search demand

Trend snapshot pending

Competition (0)

No matched competitors yet

Showing 1-20 of 126 signals

Job adsSep 5, 2026
applied-intuition
Software Engineer - Physical AI Security

Build agentic security workflows to support threat modeling, cyber risk analysis, threat detection, and investigation capabilities on the platform Build AI risk engines, intelligent intrusion detection engines, security testing engines, and security testing simulation engines which make up the physical AI security platform

Job adsSep 5, 2026
applied-intuition
Software Engineer - Physical AI Security

We're building a Physical AI security platform – a system powered by AI agents that supports in building secure Physical AI and Vehicle Intelligence platforms. It spans the full product lifecycle, and everything it produces has to hold up under external scrutiny. You'll be an early engineer on the team with real latitude over what gets built and how it gets done. Build agentic security workflows to support threat modeling, cyber risk analysis, threat detection, and investigation capabilities on

Job adsSep 4, 2026
upside
Staff Application Security Engineer

Lead application security reviews and threat models for high-impact work across mobile, web, and backend systems, and document risk decisions with clear mitigation plans Review and threat model agentic AI workflows, and define security controls for tool use, data access, and action execution

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