Validate the complete AI implementation—not just the model.
Oxyne tests reachable behavior across the application, API, model, retrieval, session, tool, MCP, and permission boundaries around connected AI systems, then preserves the evidence security teams need to verify impact and remediation.
One model for the boundaries that shape real impact.
The complete implementation is the security subject. Public claims remain limited to behavior Oxyne can reach through supported interfaces and authorized assessment scope.
Connected system
Model the AI experience and the supported interfaces, data boundaries, tools, and permissions that determine its reachable behavior.
Exposed boundaries
Test through authorized chat, voice, API, agent, RAG, and MCP interfaces without claiming direct inspection of every internal component.
Adversarial sessions
Run controlled multi-turn conversations designed around explicit success criteria and the actions that would constitute meaningful impact.
Related attack paths
Correlate related web and AI findings conservatively, keeping inferred relationships distinct from end-to-end verified chains.
Continuous testing and deeper red-team campaigns.
Apply recurring baseline validation broadly, then increase depth and review for the systems and actions carrying the most risk.
Recurring baseline validation
Scheduled, lower-intensity adversarial testing through supported system interfaces, with transcript evidence and retest workflows for confirmed findings.
Deep, gated adversarial campaigns
Bounded multi-turn attacks for high-risk agents, tools, and workflows, scoped around meaningful impact with admin controls, full logging, and human review.
A finding should show why it is believed.
Oxyne separates attack execution from judge evaluation and retains the underlying evidence. It does not claim zero false positives or external third-party certification.
Full transcript
Retain the conversation that produced the result instead of reducing the finding to a payload and response snippet.
Judge reasoning
Evaluate the transcript with a separate judge role against the attack's explicit success condition and validation scale.
Assessment reporting
Deliver technical findings, supporting evidence, attack-path context, remediation guidance, and directional OWASP mapping.
Replay and retest
Re-run conversations and findings after remediation to verify the boundary now behaves as intended.
Scope the environment before testing begins.
Oxyne currently validates systems through supported external interfaces. Private VPC, on-premises, and air-gapped deployment are not standard supported offerings today.
Authorized scope
Define permitted targets, actions, testing depth, and meaningful success conditions before execution.
Explicit limitations
Confirm connector support, data-handling needs, isolation requirements, and unavailable deployment modes during scoping.
See Oxyne on your own systems.
Book a 30-minute walkthrough — we'll scope a real assessment for your AI and web surfaces.