Agentic Security Review Orchestrator
134 Signals+1

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 (75%)

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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
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Showing 1-20 of 134 signals

Job adsSep 21, 2026
silver-tail-systems
Agora - Senior Security Engineer

Administer and improve Agora's security tooling, including AI-assisted security tools, SAST, DAST, software composition analysis, container and infrastructure-as-code scanning, CSPM, security monitoring, and related capabilities. Integrate security controls into developer workflows and CI/CD pipelines; tune rules, reduce noise, improve coverage, and ensure findings lead to action.

Job adsSep 19, 2026
assembled
Security Engineer

Product and application security. Lead threat modeling, secure design reviews, and vulnerability management across our SaaS and AI products and the underlying infrastructure. Tooling and automation. Integrate and automate controls for secrets, access, and dependency security within our engineering workflows and CI/CD pipelines.

Job adsSep 17, 2026
pagerduty
Senior Security Engineer - Cloud Security

Lean into AI to unlock efficiency and velocity — consume agentic tooling in day-to-day work and build lightweight agentic solutions that streamline repetitive security work: posture triage, threat modeling, risk assessment, incident enrichment and investigation, compliance-evidence generation, and detection tuning.

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