AI Red Teaming, Backed by
a Decade of Offensive Security

Adversary Insights is led by a practitioner who holds AIRTP+ (AI Red Team Professional+) on a foundation of CISSP, GPEN (GIAC Penetration Tester), GICSP (Global Industrial Cyber Security Professional), and OSWP (Offensive Security Wireless Professional)—credentials that span adversarial AI testing, enterprise security, industrial control systems, and wireless exploitation. AI red teaming without that depth is just prompt-fiddling; ours is built on years of real exploitation experience.

Our approach is straightforward: deep technical knowledge combined with clear communication and actionable recommendations. No buzzwords, no overselling—honest assessments and practical solutions tailored to your organization's needs and resources.

What We Do

AI Red Teaming

Our front-door service. We test LLM applications, AI agents, and RAG pipelines the way a real adversary would—prompt injection, data exfiltration, agent abuse, and malicious-code generation—mapped to the OWASP Top 10 for LLMs and MITRE ATLAS.

Offensive Security

The foundation beneath the AI work. Penetration testing for networks, web applications, and mobile platforms, comprehensive vulnerability assessments, and wireless and ICS security—a decade of real exploitation experience.

AI Advisory

A secondary offering for organizations adopting AI: strategic roadmaps, readiness assessments, generative AI implementation, and process automation—practical, actionable guidance at every stage.

Our Approach

Every engagement follows a structured process: thorough assessment, clear documentation, prioritized recommendations, and ongoing support. We don't just identify issues—we help you understand them and provide realistic paths to resolution.

Our Services

Comprehensive security testing and AI consulting services designed for real-world impact.

Penetration Testing

Network, web application, mobile, and wireless penetration testing that simulates real attacks to validate your security controls.

Vulnerability Assessment

Comprehensive scanning and analysis of network and web infrastructure to identify security weaknesses before exploitation.

AI Red Teaming

Adversarial testing of LLM apps, agents, and RAG pipelines, mapped to the OWASP Top 10 for LLMs and MITRE ATLAS.

AI Training & Education

Customized training programs that equip your teams with AI knowledge and practical skills for successful adoption.

AI Strategy & Readiness

Strategic assessments and roadmaps that align AI initiatives with business objectives and organizational capabilities.

Generative AI Integration

Expert guidance on selecting, deploying, and optimizing LLMs and generative AI technologies for your use cases.

Why Organizations Choose Us

Real-World Expertise

Our team brings years of hands-on experience in offensive security and AI implementation. We've seen what works, what doesn't, and how to navigate the challenges you'll face. This practical knowledge informs every recommendation we make.

Clear Communication

Technical expertise matters, but only if it's communicated effectively. We translate complex security and AI concepts into clear language that executives, technical teams, and stakeholders can all understand and act upon.

Actionable Recommendations

Identifying problems is the easy part. We focus on providing realistic, prioritized solutions that consider your resources, timeline, and organizational constraints. Every recommendation includes specific steps you can take to improve.

Comprehensive Approach

Security and AI aren't isolated concerns they're interconnected with your business operations, culture, and objectives. We take a holistic view, ensuring our recommendations fit within your broader organizational context.

Ongoing Support

Our engagement doesn't end with a report. We provide follow-up consultation, answer questions as you implement recommendations, and offer retesting to validate that vulnerabilities have been properly addressed.

Confidentiality & Ethics

Every engagement is conducted under strict confidentiality. We take our ethical responsibilities seriously, whether we're testing your security controls or advising on AI governance and responsible deployment.

Industries We Serve

We focus where AI red teaming demand is real and the stakes are high—organizations shipping AI features into regulated or security-sensitive environments.

Technology & SaaS

Software companies and platforms embedding LLMs, copilots, and AI agents into their products.

Financial Services

Banks, fintech, and insurers deploying AI under regulatory scrutiny and customer-security review.

Healthcare

Health tech and providers handling sensitive data in AI-assisted workflows.

How We Work

Our engagement process is designed to maximize value while minimizing disruption to your operations.

Discovery

We start with a conversation to understand your needs, challenges, objectives, and constraints.

Scoping & Agreement

We define clear scope, establish rules of engagement, and formalize our working relationship.

Execution

We conduct thorough assessment or consulting work, maintaining communication throughout the process.

Reporting & Support

We deliver comprehensive findings with actionable recommendations and ongoing support.

Standards & Frameworks

Our methodologies align with industry-recognized standards and frameworks:

Security Testing Standards

  • OWASP - Open Web Application Security Project testing methodologies
  • PTES - Penetration Testing Execution Standard
  • NIST - National Institute of Standards and Technology frameworks
  • CIS - Center for Internet Security benchmarks and controls
  • PCI DSS - Payment Card Industry Data Security Standard testing requirements

AI Red Teaming & Governance Frameworks

  • OWASP Top 10 for LLM Applications (2025) - The recognized checklist for LLM and generative-AI risks
  • MITRE ATLAS - Adversarial threat landscape for AI systems, the AI counterpart to MITRE ATT&CK
  • NIST AI Risk Management Framework - Comprehensive AI governance approach
  • ISO/IEC 42001 - AI management system standards
  • Industry-Specific Regulations - GDPR, HIPAA, and sector-specific AI requirements

Ready to Strengthen Your Security or
Accelerate Your AI Journey?

Book a free 20–30 minute scoping call. We'll discuss your environment, goals, and deliver a proposal within 2 business days.