93 Signals+1

AI Risk Remediation Orchestrator

A DevSecOps platform that continuously finds, prioritizes, and automates remediation workflows for security vulnerabilities across code and infrastructure.

Added May 28, 2026

Cybersecurity

DevSecOps

Risk Management

Opportunity score

High opportunity (81%)

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The Problem

Security teams are repeatedly asked to identify exploitable vulnerabilities, track recurring risks, and turn assessments into mitigation plans. The signals point to a workflow gap between scanning, prioritization, follow-up, and actual remediation, especially across codebases, infrastructure, and system lifecycles.

Potential Solution

The product would combine AI-assisted vulnerability scanning, penetration-test findings intake, risk scoring, and remediation orchestration in one workflow. It would automatically log vulnerabilities, detect recurring patterns, generate mitigation plans, assign owners, and trigger scripted fixes or ticket-based follow-up where automation is unsafe.

Why Now?

Companies are explicitly hiring for AI-assisted vulnerability scanning, automated security monitoring, and continuous risk mitigation. Security teams want to find weaknesses before attackers do while reducing manual triage and remediation overhead.

Market validation

Search demand

Trend snapshot pending

Competition (0)

No matched competitors yet

Showing 1-20 of 93 signals

Job adsSep 16, 2026

retool

Application Security Engineer

• Contribute to the team’s evolving approach to security as AI-assisted development scales internally, including how faster and higher-volume code production changes how we find, prioritize, and fix risks • Triage, track, and drive remediation of vulnerabilities with product engineering teams, and contribute to our penetration testing and bug bounty programs

PodcastsSep 14, 2026

OpenAI President on What it Means to Cross Into The Age of AGI

a16z You deploy it against your systems. You find the new holes and systems. You find the new holes and systems. You find the new holes and ideally you've managed to automate this ideally you've managed to automate this ideally you've managed to automate this what we call defense factory. And that's what we call defense factory. And that's what we call defense factory. And that's what we're building internally. This end what we're building internally. This end what we're building internally. This end to end of both find vulnerability, to end of both find vulnerability, to end of both find vulnerability, triage it, triage it, triage it, >> remediate, deploy, validate, right?

Job adsSep 10, 2026

upside

Staff Application Security Engineer

Drive vulnerability management outcomes by triaging and tuning findings from scanning, code review, and our annual penetration test, then partnering with engineering teams to get fixes shipped and verified Lead application security reviews and threat models for high-impact work across mobile, web, backend, and AI systems, and document risk decisions with clear mitigation plans

Job adsSep 10, 2026

gmp-technologies-s-pte-ltd-199704470c

Program Manager (Endpoint Security)

Drive automation and system integration to reduce manual processes and improve endpoint management and vulnerability remediation. Partner with security, architecture, and engineering teams to improve endpoint vulnerability management, including identification, prioritization, remediation, and reporting.

Job adsSep 9, 2026

amd

Sr. Product Security Incident Response Engineer

Develop and manage feedback loop to engineering teams to drive continual improvement in the security posture of our products. Provide recommendations for improving vulnerability management with an eye on automation, applying AI-assisted tooling to accelerate vulnerability triage, analysis, and response, and help establish how the team uses it.

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