AI Security Slop
Everyone says they do AI security. Very few built the architecture to actually deliver it.
Labels Are Cheap. Architecture Is Hard.
One thing has become clear, the AI security market is flooded with noise. Nearly every vendor claims to be “AI-native,” yet most are repackaging legacy architectures with new language. For CISOs, this creates confusion and wasted evaluation cycles at a time when the stakes are rising fast.
AI is not just another feature shift. It is a structural change. The way AI systems communicate is evolving quickly, with protocols like WebSockets, Protobuf, and QUIC. At the same time, the environment has moved from simple GenAI to embedded AI and now agentic systems that can act across tools and data. This changes the security problem entirely.
Many vendors are still solving for destination-based traffic while AI operates at the interaction level. They lack the ability to properly interpret modern encrypted AI traffic or control behavior in real time without breaking applications. In an arms race where risk is expanding across prompts, tool calls, and autonomous actions, falling behind at the architecture level means falling behind in defense.
Forward-thinking CISOs recognize this. They are shifting focus from vendor claims to architectural reality: what can actually be seen, understood, and controlled.
As always, the market will correct. The vendors who built for AI will emerge. The security leaders who bet on them early will be the ones who move fastest and safest.
See What Traditional Tools Cannot
Understand AI at the interaction layer. Prompts, context, outputs, tool calls, and agent actions across every AI surface.
Control AI in Real Time
Enforce policy inline, at the moment context is shared, output is generated, or action is taken.
One Architecture, Full AI Coverage
One platform for modern AI protocols, modern AI patterns, and the full surface area of AI risk.
Aurascape is Built for How AI Actually Works
Read the Product BriefInline, Real-Time Control See and enforce policy across prompts, context, models, tool calls, and outputs as they happen. Not after the fact.
Full AI Coverage One platform for public AI applications, embedded AI, enterprise copilots, local agents, and custom agentic systems. No gaps.
Modern Protocol Support Purpose-built to handle the encrypted, stateful, AI-specific traffic patterns that legacy architectures were never designed to interpret.
Interaction-Level Visibility Go beyond destination logging. Understand what asked, shared, produced, and the actions taken.
Explore More
See More Resources
See Solutions
- Discover and Monitor AI Get a clear picture of all AI activity.
- Safeguard AI Use Secure data and ensure compliance.
- Secure Agentic AI Secure how your teams use and build AI Agents.
- Copilot Readiness Prepare for, monitor and secure AI Copilots.
- Coding Assistant Guardrails Safely accelerate development.
- Frictionless AI Security Keep users and admins moving.