As AI systems and modern web applications become more complex, it becomes harder to identify security risks, governance gaps, and architectural weaknesses before they become costly problems.

I provide an independent technical review of your application's security posture, AI workflows, and system architecture, helping you identify high-priority risks and practical improvements before they impact your business.

Independent security architecture review

AI workflow and agent security assessment

Prioritized findings with risk levels and recommended remediation

Governance and human oversight review for AI systems

Post-quantum readiness assessment where applicable

Executive-friendly report suitable for technical teams and business stakeholders

Practical recommendations that can be implemented incrementally

AI applications and agent-based systems

SaaS platforms

APIs and backend services

Internal business tools

Startup technical due diligence

Security design reviews before production deployment

Recent work includes:

OQTOPUS — identified an integrity verification gap in a quantum computing workflow and contributed a security attestation implementation through an upstream pull request.

QuantumShield Core — designed a governed AI security operations platform emphasizing auditability, human approval workflows, and replayable decision history.

OpenClaw ecosystem — performed security analysis of an AI agent framework with emphasis on governance, operational risk, and supply-chain considerations.

Additional proprietary security research, architecture documentation, operational runbooks, and implementation examples are available under NDA or upon request for qualified engagements.

A structured written assessment

Prioritized remediation roadmap

Clear explanations suitable for both technical and non-technical stakeholders

One follow-up review to answer implementation questions