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AI Agent Security Cluster
On-premise hardware with local LLMs and AI security agents deployed inside your network.
AI-Powered Cybersecurity Consulting
Agentic AI Solutions for Enterprise Security
AI-Powered Security
We integrate AI agents into your security operations, automating vulnerability triage, threat detection, and incident response.
Built by Pentesters
Our team comes from offensive security. We know what attackers do, so we build AI that defends the way real threats demand.
Your Data, Your Network
Everything runs on-premise. Local AI models on dedicated hardware inside your infrastructure. Nothing leaves your network.
We build AI agent systems that transform how your security teams operate - eliminating bottlenecks, connecting silos, and accelerating remediation.
Cybersecurity consulting and agentic AI solutions for enterprises that need to scale security operations intelligently.
Offensive-First Approach
We think like attackers. Our AI agents are built by offensive security professionals who understand how real-world breaches happen.
On-Premise & Private
Your data never leaves your network. Dedicated hardware running local LLMs inside your infrastructure - no cloud dependency.
Process-Driven Results
We don't just find vulnerabilities - we build governance-compliant workflows that make remediation predictable and scalable across all teams.
Built for Enterprise Scale
From 10-person security teams to organizations with 40+ departments and 1000+ employees - our solutions scale without scaling headcount.
Services
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Security Services
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AI Security Architecture Program
We analyze your security operations and build a custom roadmap for where and how AI will actually make a difference.
Strategic Consulting
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Continuous Pentesting
Move beyond annual compliance pentests with AI-powered continuous security testing.
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Vulnerability Process Governance
Standardized, governance-compliant vulnerability remediation workflows across all teams.
Why AUM Labs
The AUM Labs
The AUM Labs
Difference
We're not just another security consultancy. We build intelligent systems that sit inside your infrastructure and make your entire security organization smarter.
AI Agent Security Cluster
On-premise hardware with local LLMs and AI agents. Your teams connect to a private security consultant that understands your infrastructure.
Continuous Pentesting
Move beyond annual compliance tests. AI-powered continuous testing with pentesters connecting remotely to your dedicated hardware.
Vulnerability Governance
Standardized remediation workflows across all teams. One bank: 1000 people, 40 teams, managed seamlessly. We design that system.
AI Security Consultant
Every team member can query the AI for vulnerability explanations and remediation steps - no more costly meetings to decode findings.
Our Process
From Assessment
From Assessment
to Operations
Every engagement is designed to deliver measurable security improvements with a clear, predictable workflow.
1
Assess
We analyze your security stack, team structure, vendor tools, and pain points. We map how your teams communicate and where bottlenecks exist.
2
Architect
We design a tailored AI agent system - selecting the right LLM providers, hardware specs, and integration points with your existing tools.
3
Deploy
On-premise hardware installation, AI agent configuration, workflow automation, and team onboarding. Everything runs inside your network.
4
Operate
Continuous monitoring, optimization, and support. Your AI security agents evolve with your organization's needs.
Solutions
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Industry Solutions
Financial Services
Financial Services Security
Financial Services
Strengthen fraud detection, meet PCI-DSS and SOX requirements, and secure transaction infrastructure.
Healthcare
Healthcare Security
Healthcare
Protect patient data, meet HIPAA requirements, and secure medical systems with AI-powered security operations.
Manufacturing
Manufacturing & Industrial Security
Manufacturing
Protect operational technology, factory networks, and supply chains from cyber threats.
Technology
Technology & SaaS Security
Technology
Secure cloud infrastructure, CI/CD pipelines, and customer-facing applications at scale.
Customer Stories
Why Organizations Trust AUM Labs
Real results from security leaders across industries - from AI agent deployments to vulnerability governance transformations.
Anthony Smith
“The AI infrastructure setup was exactly what we needed. AUM Labs deployed local LLMs that our entire engineering team can use for security queries - without any data leaving our network.”
Enterprise SaaS Platform Denver, CO
Open Source
CyberStrike - AI Red Team Agent
Autonomous pentesting with 13+ specialized AI agents, 120+ OWASP test cases, and 15+ LLM providers. Your AI-powered red team, open source.
Security Insights
AI & Cybersecurity Intelligence
Insights on AI-powered security operations, vulnerability management, and the evolving threat landscape.
April 8, 2026
Anthropic Mythos: The AI Model That Finds Zero-Days While You Sleep
Anthropic's unreleased Mythos model discovered thousands of zero-day vulnerabilities across major operating systems. Here's what it means for cybersecurity.
April 5, 2026
Why Loudoun County Data Centers Need AI Security Agents
Loudoun County hosts the world's largest data center corridor. Here's why traditional security approaches fall short and how AI agents are filling the gap.