Legacy RASP intercepts your application and creates operational risk. Raven passively observes production and proves which vulnerabilities are actually reachable, without touching your code.
Raven passively profiles your running workloads - mapping services, containers, and processes in production without any instrumentation or code changes.
Libraries
Library & Dependency Mapping
Raven identifies every library and third-party dependency loaded at runtime, not just what's in your manifest, but what's actually executing in production.
Call Stack
Live Call Stack Tracing
Every request generates a call stack trace. Raven captures these continuously, building a live map of which code paths are actually reached by real traffic.
Exploit Behavior
Exploit Behavior Detection
Raven correlates known exploit patterns against observed call stacks, flagging behaviors that match real attack techniques without blocking legitimate traffic.
SOC Context
SOC-Ready Alert Context
Every signal Raven surfaces is enriched with runtime context: which service, which call chain, which library version, so SOC teams can triage in minutes, not hours.
Al-Ready Remediation
Al-Ready Remediation Guidance
Raven packages runtime evidence into structured remediation context, giving Al copilots and engineering teams the exact data needed to fix what actually matters.
Prevention
Continuous Runtime Prevention
As your codebase and traffic evolve, Raven continuously updates reachability and exploit data so your prevention posture always reflects the current production reality.
Supported Runtime Coverage
Everywhere your code runs. Without instrumentation.
Command Execution & Process Spawning
Unsafe Deserialization & Object Loading
Template, Expression &Rendering Abuse
SQL Injection
Al/ML. Model-Loading Abuse
File-Write-to-Webshell & Multi-Stage Flows
Async Worker & Backend-Triggered Exploitation
Third-Party Product Exploitation
Why Teams Care
Why SOC + Al Teams Care
Raven gives every security stakeholder something RASP never could: evidence without operational risk.
SOC Teams
AppSec Teams
Engineering Teams
Operational Reality
Why It’s Operational
Security tooling that engineering teams don't fight against — because it asks nothing of them.