Raven vs Legacy RASP

Runtime context.
Zero overhead.

Legacy RASP intercepts your application and creates operational risk. Raven ADR observes behavior at runtime and shows the exact code, library, function, and call chain behind it, so teams can investigate and respond with application-level context.
Explore Runtime ADR
Comparison chart showing Raven benefits versus Legacy RASP features with three points each.
The Problem

Legacy RASP was built for a different era of applications.

Monolithic apps, predictable traffic, static codebases. Today's cloud-native stacks make RASP's model untenable.
Deployment friction
Complex integrations slow adoption.
Developer dependency
Security cannot wait on every app team.
Instrumentation overhead
Tuning and in-app hooks add operational cost.
The Pipeline

How Raven adds runtime context

Where RASP intercepts and blocks, Raven observes and evidences - a fundamentally safer approach to runtime security.
Workload

Runtime Workload Profiling

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
Validate shell and process-spawn behavior.
Unsafe Deserialization & Object Loading
Track unsafe object execution paths.
Template, Expression &Rendering Abuse
Catch attacker-controlledexecution paths.
SQL Injection
See the real library path that constructs SQL.
Al/ML. Model-Loading Abuse
Monitor unsafe model andartifact loading.
File-Write-to-Webshell & Multi-Stage Flows
Trace file creation tolater execution.
Async Worker & Backend-Triggered Exploitation
See dengerous runtime behaviorbeyond direct HTTP requests.
Third-Party Product Exploitation
See exploit behavior insideprebuilt products.
Why Teams Care

Why SOC + Al Teams Care

Raven gives every security stakeholder something RASP never could: evidence without operational risk.
SOC Teams
Runtime evidence to triage alerts faster
Know which vulnerabilities are reachable before an incident
Reduce alert noise without blocking detections
AppSec Teams
Evidence-backed prioritization for your backlog
Stop wasting cycles on unreachable findings
Prove risk to engineering with call-chain data
Engineering Teams
Zero performance overhead - runs passively
No code changes or agents to manage
Only fix vulnerabilities that actually matter
Operational Reality

Why It’s Operational

Security tooling that engineering teams don't fight against because it asks nothing of them.
Deploy in Hours
No code changes, no agents, no instrumentation. Raven connects to your infrastructure and starts observing immediately.
Production-Safe
Passive observation means there's nothing to misconfigure that could impact availability. Security that can't cause outages.
Always Current
Raven continuously updates reachability data as your codebase, traffic, and deployments evolve — no manual re-scans.