Understand when a bug bounty program, penetration test, or AI red-team engagement best fits your security goals. Vynox Security helps product and AI teams compare crowd-sourced discovery with scoped, expert-led testing—so they can validate critical attack paths, prioritize remediation, and build credible evidence for customers, auditors, and leadership.
Choose focused, continuous, or adversarial testing for your AI and infrastructure security priorities.
Manual, expert-led testing validates exploitable weaknesses across web applications, APIs, cloud environments, mobile apps, and networks. Findings include evidence, CVSS scores, reproduction steps, and stack-specific remediation guidance.
Scenario-driven adversarial simulations test how a determined attacker could chain weaknesses across LLMs, agents, and AI pipelines. This defined engagement complements bug bounty programs with systematic threat-model coverage.
Penetration Testing as a Service aligns testing with model updates and development sprints. Real-time tracking and same-day staging retests help teams address vulnerabilities between traditional annual assessments.
Bug bounty programs invite independent researchers to report valid findings over time, while penetration tests apply a defined scope, methodology, and delivery timeline to assess known attack surfaces systematically. Vynox Security helps teams use both appropriately: a pentest for structured assurance, compliance evidence, and prioritized remediation; a bounty program for ongoing external discovery. For AI systems, dedicated red teaming adds objective-driven adversarial testing beyond either model.
See how security-conscious teams use actionable testing to ship and scale with greater confidence.
Security validation built for modern software and AI attack surfaces.
Purpose-built testing covers LLMs, RAG pipelines, agents, and traditional infrastructure attack surfaces.
Developer-ready remediation includes reproduction steps, evidence screenshots, CVSS scores, and stack-specific guidance.
PTaaS aligns testing with sprints and model updates, with same-day staging retests.
Findings map directly to SOC 2 and ISO 27001 control evidence requirements.
Security specialists who make rigorous testing clear and actionable.
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.
A bug bounty program is an ongoing, crowd-sourced model that rewards independent researchers for valid vulnerabilities they discover. A penetration test is a time-bound, scoped assessment performed by a dedicated security team using an agreed methodology. Pentests provide planned coverage, a consolidated report, severity prioritization, and remediation guidance; bounty programs provide open-ended external discovery without guaranteed coverage.
Talk with our team about your security goals and scope.
4.6/5 from 10 verified reviews.
AI testing mapped to OWASP LLM Top 10.
Evidence mapped for SOC 2 and ISO 27001.
Share your application, AI system, compliance objective, or security concern. We will help scope the right testing approach, explain likely timelines, and provide indicative pricing.
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