Operator-led security across
the entire stack.
We test, hunt, and secure AI-powered environments for mid-market companies. One operator. Full stack. Plain-language reporting your leadership team can act on.
What the Work Looks Like
Real queries. Real output. This is what operator-led security looks like inside the terminal.
Truth Over Comfort
Most vendors specialize in one thing and outsource the rest. We cover the full security stack — and every conclusion traces back to a specific log, timestamp, and artifact.
Typical Security Vendor
Automated scans with minimal human analysis
Cookie-cutter reports that don't reflect your environment
Siloed services with no cross-domain visibility
Technical jargon that leadership can't act on
No accountability when they miss something
Cyber AI Security
One operator across hunting, testing, hardening, and reporting
Every finding translated into language your board can act on
Full stack, one firm — no handoffs between vendors
Evidence-backed findings — every claim traceable to raw data
Independent — no vendor partnerships, reseller deals, or conflicts
Operator-Led Security Services
Six pillars of hands-on security - every engagement led by the operator who does the work.
Hunt & Respond
We hunt threats in your environment and respond when something's already inside.
Threat Hunting
KQL/Sentinel, endpoint, identity, and cloud hunting. We find the threats your automated rules miss.
Get Started →Incident Response & Digital Forensics
Breach investigation, forensic imaging, timeline reconstruction, and root cause analysis.
Get Started →Test & Break
We attack your systems the way real adversaries would - then show you what worked.
Penetration Testing
Network, web app, cloud, and API penetration testing with detailed remediation guidance.
Get Started →Red Team Operations
Adversary simulation, MITRE ATT&CK mapping, social engineering, and C2 operations.
Get Started →AI Security
Purpose-built testing for AI systems — from single-model assessments to full agent security.
AI Agent Security Assessment
The comprehensive security assessment for AI agents that take actions, access tools, or make autonomous decisions. We test every attack surface — from prompt injection and jailbreak to agent-specific threats like permission boundary violations, tool abuse, privilege escalation, cross-session data leakage, decision integrity manipulation, and resource abuse.
Prompt Injection • Jailbreak • Data Exfiltration • Output Safety • System Prompt Leak • Role Manipulation
Permission Boundary • Tool Abuse • Privilege Escalation • Cross-Session Leakage • Decision Integrity • DoS/Resource Abuse
Prompt Injection Assessment
38 tests across instruction override, encoding bypass, delimiter injection, persona hijacking, and more.
38 test payloads Get Started →Data Poisoning Detection
50 tests for backdoor triggers, behavioral drift, training anomalies, confidence manipulation, and knowledge integrity.
50 test payloads Get Started →Model Inversion Assessment
50 tests covering membership inference, attribute inference, model extraction, embedding leakage, and reconstruction attacks.
50 test payloads Get Started →AI Governance Assessment
30-question assessment across 6 governance domains: accountability, transparency, fairness, privacy, safety, and compliance.
30 questions • 6 domains Get Started →Assess & Harden
We find the gaps in your cloud, configs, and compliance - before someone else does.
Cloud Security Assessment
Azure, AWS, GCP posture assessment. IAM review, misconfigurations, and compliance gaps.
Get Started →Vulnerability Management
Scanning, prioritization, and remediation tracking. We cut through the noise to what matters.
Get Started →Security Architecture Review
Zero trust, segmentation, and identity governance. We assess your architecture against real threats.
Get Started →Identity Hygiene Scanning
We scan your tenant for dormant accounts, missing MFA, and ghost users that attackers love. Plain-language findings report plus remediation plan, presented directly to leadership.
Get Started →Verify & Translate
We verify your vendor's work and translate findings so every stakeholder understands.
MDR/MSSP Verification
Incident verification, SIEM analysis, and evidence correlation. We audit what your vendors catch and miss.
Get Started →Narrative Intelligence
Executive reports, board communication, and stakeholder briefings. Findings in language everyone understands.
Get Started →Security Consulting
Strategy, vendor evaluation, risk management, and roadmapping. Independent advice with no vendor conflicts.
Get Started →Build & Automate
We build the security tools, dashboards, and automation your team actually needs — fast.
Rapid Security Tool Development
Custom security dashboards, automation scripts, internal tools, and integrations — built fast with AI-augmented development. The same approach we used to build this entire platform from scratch.
Get Started →Built by an Operator, Not a Manager
CYBER AI SECURITY was founded by someone who still runs the investigations, traces sign-in logs, and tests the security of cloud environments.
Years of enterprise security engineering at Microsoft, American Airlines, and Rackspace. The kind of environments where a missed alert means a breach, and a bad vendor report means real organizational risk.
We work with healthcare, financial services, technology, and retail companies navigating SOC 2, HIPAA, PCI DSS, and enterprise compliance requirements.
Real Work. Real Evidence.
Representative engagement patterns showing what operator-led security looks like in practice.
Ghost Accounts & Missing MFA Across 412 Identities
Read-only Graph API scan of a 340-employee company revealed 412 enabled accounts — 72 more than headcount. 47 hadn't signed in within 90 days. 12 admin accounts had no MFA registration. Findings report delivered directly to leadership in plain language with a prioritized remediation plan.
Azure: Overprivileged Access & Exposed Storage
Found 3 service principals with Owner-level access that hadn't authenticated in 90+ days. Two storage accounts with public blob access containing PII in unencrypted containers. Client remediated within 24 hours of report delivery.
[CRITICAL] ServicePrincipal "legacy-deploy-bot"
Role: Owner | Scope: Subscription | Last auth: 197 days ago
[WARNING] 2 storage accounts with public blob access
Domain Admin in 4 Hours via Forgotten Jenkins Server
External pen test found an unpatched Jenkins server (CVE-2024-23897) exposed on port 8080. Used arbitrary file read to extract service account credentials, then Kerberoasted a domain admin hash. Full domain compromise in under 4 hours. 23 hosts had RDP exposed with NLA disabled.
[CRITICAL] CVE-2024-23897: arbitrary file read confirmed
Extracted: /etc/shadow, SSH private keys, build secrets
[EXPLOIT] Domain admin hash cracked via Kerberoasting
Findings Your Leadership Can Act On
Technical findings are only useful if your leadership understands them. We translate every engagement's results into clear, actionable language for every stakeholder.
Latest Insights
Research, analysis, and perspectives on operator-led security.
5 Questions Every CISO Should Ask Their Security Vendors
The right questions reveal whether your vendors deliver real protection or impressive presentations.
Read more →What Is Narrative Intelligence? Translating Cybersecurity for the Boardroom
How narrative intelligence closes the gap between what security teams know and what leaders understand.
Read more →The Rise of AI Security: Why Every Company Deploying AI Needs Adversarial Testing
AI systems face unique threats that traditional tools cannot detect. Here is why adversarial testing is essential.
Read more →MDR Vendor Verification Checklist
15 questions your MDR vendor hopes you never ask. Based on real-world vendor audits across healthcare, finance, and tech.
How Every Engagement Works
No black boxes. No mystery methodology. Three steps, clear output at every stage.
Scope & Access
We define exactly what we're testing, hunting, or reviewing. You grant read-only access to the relevant systems. No agents installed, no production impact.
Investigate & Document
The operator does the work — manually. Every finding is backed by a specific log entry, screenshot, or artifact. Nothing auto-generated, nothing assumed.
Report & Brief
You get two deliverables: a technical report with full evidence, and a plain-language summary your leadership can act on. We walk you through both live.
Let's Talk Security
Whether you need a pen test, identity hygiene scan, cloud assessment, threat hunt, incident response, AI red team, or vendor oversight — every engagement starts with a conversation.
Start a conversation.
Tell us about your environment and what triggered the inquiry. We'll scope the engagement, define deliverables, and give you a fixed-price proposal. No hourly surprises.