AI Red Teaming
Structured adversarial simulation across LLMs, agents, and pipelines, combining threat modeling, attack surface mapping, exploit chaining, board-ready reporting, compliance evidence packs, and unlimited retests within scope.
Vynox Security delivers Red Teaming as a Service (RTaaS) for AI-powered teams deploying LLMs, RAG pipelines, and autonomous agents. Our scenario-driven adversarial simulations uncover prompt injection, jailbreak, data exfiltration, agent hijacking, and model extraction risks before attackers do, with OWASP LLM Top 10, SOC 2, and ISO 27001 mapping built into every engagement from day one.
AI-native red team services for LLMs, RAG systems, agents, models, and continuous security validation.
Structured adversarial simulation across LLMs, agents, and pipelines, combining threat modeling, attack surface mapping, exploit chaining, board-ready reporting, compliance evidence packs, and unlimited retests within scope.
Manual probing of LLM applications using 40+ prompt injection and jailbreak techniques to uncover system prompt leakage, guardrail bypass, sensitive data disclosure, and OWASP LLM Top 10 risks.
End-to-end testing of retrieval-augmented generation paths, including cross-tenant retrieval bypass, access-control abuse, vector database poisoning paths, embedding inversion, and restricted document exposure.
Security testing for autonomous agents with tool access, covering tool-call injection, indirect prompt injection, privilege escalation, goal hijacking, task redirection, and exfiltration through legitimate channels.
Targeted assessment of fine-tuned models to measure training data exposure, model fingerprinting, behavior reconstruction, LoRA signature leakage, competitive intelligence extraction, and model IP theft risk.
Ongoing penetration testing cadence aligned with sprints and model updates, featuring real-time vulnerability tracking, dashboard visibility, compliance mapping, and same-day retests after fixes reach staging.
Vynox Security starts with a discovery call to understand your AI architecture, deployment context, business logic, data sensitivity, compliance goals, and likely adversaries. This defines realistic scenarios and guardrails before testing begins.
Security-conscious teams trust Vynox Security to test AI products before attackers find the gaps.
Vynox Security helps AI teams uncover exploitable risk and remediate faster.
Purpose-built methodology finds LLM, RAG, and agent risks traditional pentests miss.
Every AI engagement includes full OWASP LLM Top 10 testing coverage.
Reports include reproduction steps and stack-specific fixes engineers can act on immediately.
Same-day retests and sprint-aligned PTaaS keep security validation moving continuously.
AI security specialists focused on practical, actionable testing.
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 Teaming as a Service is an ongoing or structured adversarial testing model where security experts simulate realistic attacks against your AI system. For Vynox Security, this includes LLMs, RAG pipelines, autonomous agents, APIs, cloud infrastructure, and supporting applications. The goal is to demonstrate true attacker impact, not just list theoretical vulnerabilities.
Talk to Vynox Security about your AI attack surface.
Verified customer trust across security engagements.
AI testing aligned to OWASP LLM risks.
Findings mapped for audit-ready evidence.
Share your AI stack, target systems, and compliance goals. Vynox Security will help scope the right red team engagement and next steps.
To help us assist you faster, please include the reason for your message so the relevant team can reach out as soon as possible.
To help us assist you faster, please include the reason for your message so the relevant team can reach out as soon as possible.