AI Red Teaming
Structured adversarial simulation across LLMs, agents, and pipelines, including threat modeling, attack surface mapping, exploit chaining, board-ready reporting, evidence packs, and unlimited in-scope retests.
Vynox Security delivers Professional Red Team Services for modern AI and software environments, simulating real attacker behavior across LLMs, RAG pipelines, autonomous agents, APIs, cloud, mobile, and networks. Get practical evidence of exploitability, prioritized remediation guidance, compliance-ready reporting, and fast retesting so your team can ship AI products with greater confidence.
Comprehensive adversarial testing for AI systems, cloud environments, applications, APIs, agents, and compliance-critical workflows.
Structured adversarial simulation across LLMs, agents, and pipelines, including threat modeling, attack surface mapping, exploit chaining, board-ready reporting, evidence packs, and unlimited in-scope retests.
Manual probing of LLM applications using 40+ prompt injection and jailbreak techniques to uncover guardrail bypass, system prompt leakage, sensitive data disclosure, and OWASP LLM Top 10 risks.
Security testing for autonomous agents with tool access, covering tool-call injection, indirect prompt injection, privilege escalation, goal hijacking, and data exfiltration through legitimate tool channels.
End-to-end testing of retrieval paths to identify cross-tenant retrieval bypass, restricted document exposure, vector database poisoning paths, embedding inversion, and access-control failures.
Adversarial testing that quantifies how much proprietary training data, model behavior, signatures, or model IP an attacker can recover through targeted probing and extraction techniques.
Configuration review and active exploitation validation across AWS, GCP, and Azure, including IAM escalation, public exposure, secrets handling, and AI workload isolation risks.
Vynox Security starts with a discovery call to understand your AI systems, infrastructure, compliance goals, and critical assets. The team identifies high-risk components such as LLMs, RAG pipelines, agents, APIs, cloud services, and data flows.
Security-conscious teams trust Vynox Security to validate AI and infrastructure risks before attackers exploit them.
Vynox Security combines adversarial depth, AI expertise, and practical remediation support.
Built specifically for LLMs, RAG pipelines, autonomous agents, and AI attack paths traditional testing misses.
Every finding includes reproduction steps, technical evidence, severity context, and stack-specific fix guidance for engineers.
Findings map directly to SOC 2, ISO 27001, PCI DSS, and OWASP LLM evidence requirements.
Continuous testing aligns with sprints, model updates, same-day retests, and real-time posture tracking.
Meet the specialists behind Vynox Security engagements.
Discovery Call Lead / Founder or Senior Team Member
Karan Singh is a founding team member and senior security professional at Vynox Security, where he leads discovery calls and security assessment scoping for prospective clients. As the primary booking contact for new engagements, Karan plays a pivotal role in helping organizations understand their AI and infrastructure security needs before any testing begins. With deep expertise in AI-native security testing — including LLM penetration testing, RAG pipeline security, and autonomous agent assessments — he ensures every engagement is precisely scoped to deliver maximum value. Karan is committed to making the onboarding process clear and efficient, setting the foundation for thorough, developer-ready security assessments that help clients ship AI products with confidence.
Point of Contact / Security Engagement Lead
Shubham serves as a Security Engagement Lead and primary point of contact for client engagements at Vynox Security. Known for his prompt responsiveness and seamless coordination, Shubham ensures that every security testing engagement runs smoothly from kickoff through final delivery. He acts as the bridge between Vynox's technical security team and client stakeholders, keeping communication clear, timelines on track, and deliverables aligned with each organization's specific compliance and remediation goals. Clients consistently praise Shubham for making the entire security testing process efficient and stress-free. His dedication to collaborative, responsive client engagement reflects Vynox's core commitment to being a trusted security partner for AI-powered businesses and security-conscious development teams.
Red team services are structured adversarial simulations that test how real attackers could compromise your systems, data, workflows, or AI applications. Vynox Security focuses on AI-native red teaming, including LLM prompt injection, jailbreaks, RAG exfiltration, agent hijacking, model inversion, cloud misconfigurations, and chained attack paths. The outcome is evidence-backed reporting with reproduction steps, business impact, and prioritized remediation guidance.
Get clear answers before scoping your red team engagement.
Verified customer trust signal from G2 reviews.
AI engagements cover the OWASP LLM Top 10.
Findings map directly to audit evidence needs.
Book a 30-minute discovery call to map your AI attack surface, confirm scope, and understand what attackers could find before they do.
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