WAFs guard the perimeter. Raven proves which vulnerabilities inside your application are actually reachable from production traffic, giving your team evidence, not just blocks.
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.
Runtime Coverage
Inside the app. Where WAFs can’t reach
Raven detects exploit behavior inside the runtime across known CVEs, zero-days, and CVE-less attack paths.
SQL Injection
Template, Expression & Rendering Abuse
Unsafe Deserialization & Object Loading
Command Execution & Process Spawning
Third-Party Product Exploitation
Async Worker & Backend-Triggered Exploitation
File-Write-to-Webshell & Multi-Stage Flows
Al / ML Model-Loading Abuse
Why Teams Care
What every team gains
Raven gives every security stakeholder something WAFs never could: runtime evidence of what's actually reachable.
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