ARNICA VS. ENDOR LABS

See why teams choose Arnica over Endor Labs

Endor Labs brings deep SCA and reachability analysis to application security. Arnica expands the security boundary across the development lifecycle from governing what AI coding agents generate to prioritizing and remediating risk with the right developer.
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Capability
Arnica
Endor labs
ASPM
SAST
SCA
Function-Level Reachability
Secrets Detection
IaC Security
SBOM Generation
Supply Chain Risk
Inventory Agentic Rules, Skills, MCPs
Control Multiple Agents with Full Developer Adoption
Pipelineless SCM Deployment
Developer Identity Routing
Adaptive Backlog Management
The difference

Secure AI-generated code before the PR

Reachability helps security teams separate vulnerable dependencies that can actually be exploited from thousands of findings that can't.
That's important. But AI-generated development is creating a new problem upstream.

When Cursor, Claude Code, GitHub Copilot, Gemini, and other coding agents generate complete implementations, security can't rely exclusively on scanning what they produce afterward.

Arnica brings security to the point where code is generated, then carries that context through the rest of the development lifecycle.
agent
GOVERN
CODE
SCAN
RISK
PRIORITIZE
OWNER
ROUTE
FIX
REMEDIATE
agent
GOVERN
CODE
SCAN
RISK
PRIORITIZE
OWNER
ROUTE
FIX
REMEDIATE

‍

DEVELOPER FEEDBack loop

Security feedback shouldn't depend on a developer remembering to run it.

Arnica brings security into the development workflow, delivering real-time feedback as code is written so developers can identify, understand, and address risks before they reach a pull request. No waiting for the next push to start the conversation.
ENDOR LABS
The developer initiates the check.
Security feedback depends on a developer running the CLI or pushing code, which can delay finding and fixing issues.
1. Run CLI or push code
Developer runs a scan or pushes code to trigger checks.
2. Scan and return findings
Security analysis runs and surfaces results
3. Review and take action
Developers review findings and make fixes, often later in the process.
Feedback arrives when the relevant check runs, which can leave issues undiscovered until that time.
ARNICA
Security keeps pace with code.
Arnica delivers real-time security feedback as code is written, with context and automation to help developers fix issues before the PR.
1. Code is written
Analyze code in real-time across SAST, SCA, secrets, IaC, and more.
2. Detect and contextualize risk
Surface relevant issues with clear context and ownership.
3. Guide remediation
Provide actionable fix guidance and automate workflows in developer's existing tools.
Give developers actionable feedback earlier, with context to help fix the issue in their existing workflow.

Less waiting.
Fewer workflow interruptions.
Security built into how developers work.

Explore Agentic Rules Enforcer
Endor Labs
Deep dependency intelligence
Endor Labs started with SCA, and that foundation remains one of its biggest strengths. Function-level reachability helps teams understand whether vulnerable dependencies are executable, while broader package risk signals add context beyond CVEs.
Strong fit when:
Your primary evaluation requirement is deep SCA and reachability across a highly polyglot environment.
Arnica
AppSec from generation to remediation with 100% developer adoption
Arnica combines SAST, SCA, secrets, IaC, ASPM, developer identity, remediation, and AI coding agent governance in one development-native platform that developers want to use.
Strong fit when:
You're looking beyond dependency risk to secure how human and AI-generated code is created, reviewed, prioritized, and fixed.
HOW ARNICA WORKS

Secure AI-generated code before the PR

AI coding agents changed where AppSec needs to operate.
agentic governance
Put security in the agent's hands before the code is written.
Arnica's Agentic Rules Enforcer writes your security policy directly into agent configuration files across Cursor, Claude Code, GitHub Copilot, Gemini so security controls are present while code is being generated.
Security Policy
Agentic Rules Enforcer
Policies ❯
Controls ❯
Guardrails
agent
GOVERN
MULTI-FILE AI SAST
Find risks that aren't sitting in one file.
Arnica combines deterministic detection with AI reasoning across application context to understand how code works together to identify risks involving authorization, sanitization, data flow, feature flags, and other issues that only become clear when multiple files are analyzed together.
CODE
Multi-file AI SAST
Application Context ❯
Deep Detection
auth.ts
validateUser()
AUTH CHECKS
user.ts
getUser()
USER CONTEXT
route.ts
getUser()
ADMIN ROUTE
RISK
MISSING AUTHORIZATION
context aware prioritization
Focus on the risks that matter to the business.
Arnica prioritizes findings using industry standards like OWASP Top 10, CVSS, EPSS, and KEV plus your organization's unique business specific context to give you less noise, clearer priorities, and a backlog of actionable risks, not false positives.
RISK
Risk Prioritization
Industry Standards ❯
Org Context
OWASP
Top 10
CVSS
EPSS
KEV
Org Context
Business Impact
Priority
Exploitability
DEV-NATIVE REMEDIATION
Get the right risk to the right owner at the right time.
Arnica uses developer and repository context to route findings to an active owner, even if the original developer has switched teams or left the company. With Arnica, the right person gets the right fix in the tools they use with full visibility and context.
OWNER
Identity Graph
Find Right Owner ❯
Route ❯
Resolve
Developer
Team
Repository
AI-ASSISTED REMEDIATION
Fix faster and stay secure
Arnica provides AI-generated fix suggestions, automated PR workflows, and tracking through to closure for faster remediation, stronger security posture, and proof of compliance – without slowing down developer velocity.
FIX
AI-Assisted Remediation
Fix Faster ❯
Track Progress ❯
Close Loop
AI Suggestions
PR
Comments
Track Progress
Attestation & Certification
HOW ARNICA WORKS

Secure AI-generated code before the PR

AI coding agents changed where AppSec needs to operate.
agentic governance
Put security in the agent's hands before the code is written.
Arnica's Agentic Rules Enforcer writes your security policy directly into agent configuration files across Cursor, Claude Code, GitHub Copilot, Gemini so security controls are present while code is being generated.
Security Policy
Agentic Rules Enforcer
Policies ❯
Controls ❯
Guardrails
agent
GOVERN
MULTI-FILE AI SAST
Find risks that aren't sitting in one file.
Arnica combines deterministic detection with AI reasoning across application context to understand how code works together to identify risks involving authorization, sanitization, data flow, feature flags, and other issues that only become clear when multiple files are analyzed together.
CODE
Multi-file AI SAST
Application Context ❯
Deep Detection
auth.ts
validateUser()
AUTH CHECKS
user.ts
getUser()
USER CONTEXT
route.ts
getUser()
ADMIN ROUTE
RISK
MISSING AUTHORIZATION
context aware prioritization
Focus on the risks that matter to the business.
Arnica prioritizes findings using industry standards like OWASP Top 10, CVSS, EPSS, and KEV plus your organization's unique business specific context to give you less noise, clearer priorities, and a backlog of actionable risks, not false positives.
RISK
Risk Prioritization
Industry Standards ❯
Org Context
OWASP
Top 10
CVSS
EPSS
KEV
Org Context
Business Impact
Priority
Exploitability
DEV-NATIVE REMEDIATION
Get the right risk to the right owner at the right time.
Arnica uses developer and repository context to route findings to an active owner, even if the original developer has switched teams or left the company. With Arnica, the right person gets the right fix in the tools they use with full visibility and context.
OWNER
Identity Graph
Find Right Owner ❯
Route ❯
Resolve
Developer
Team
Repository
AI-ASSISTED REMEDIATION
Fix faster and stay secure
Arnica provides AI-generated fix suggestions, automated PR workflows, and tracking through to closure for faster remediation, stronger security posture, and proof of compliance – without slowing down developer velocity.
FIX
AI-Assisted Remediation
Fix Faster ❯
Track Progress ❯
Close Loop
AI Suggestions
PR
Comments
Track Progress
Attestation & Certification

Recognized for where AppSec is heading

★★★★★ Gartner Peer Insights
IT Security & Risk Management Leader
★★★★★ Gartner Peer Insights
Chief Information Officer

Arnica or Endor Labs?

Go beyond finding vulnerable dependencies. Lead with securing AI-driven development.
Consider Endor Labs when...
Deep SCA is driving the evaluation.
Your team prioritizes open-source dependency intelligence, function-level reachability, and detailed analysis of software supply chain risk.

You need deep visibility into vulnerable packages and whether affected functions are reachable in your applications.
Consider Arnica when...
Security needs to keep pace with AI-driven development.
You need comprehensive security coverage across SAST, SCA, secrets, IaC, and ASPM. But finding vulnerabilities is only part of the problem. You also need to govern AI coding agents, identify the right developer, automate remediation, and secure code before it reaches a PR.

You need real-time security feedback as code is written to catch and remediate risks earlier without adding friction to the development workflow.
Already using Endor Labs?
Keep what works. Expand where you need more.
Arnica can complement your existing AppSec stack, extending security into AI coding agent governance, real-time code feedback, developer-aware prioritization, and automated remediation.

Add lifecycle coverage without making security an all-or-nothing decision.
Frequently asked questions

What is the difference between Arnica and Endor Labs?

Endor Labs' strongest differentiation is SCA, dependency intelligence, and function-level reachability across a broad range of programming languages. Arnica takes a broader development-lifecycle approach spanning ASPM, SAST, SCA, secrets, IaC, developer identity, remediation, and AI coding agent governance.

Is Arnica an alternative to Endor Labs?

Yes, particularly for organizations evaluating a broader AppSec platform rather than an SCA-first solution. The platforms overlap across areas including SCA, reachability, SAST, and ASPM, while differing in areas such as AI development governance and developer remediation workflows.

Does Arnica support SCA reachability?

Yes. Arnica uses function-level reachability to help prioritize vulnerable dependencies based on whether affected code paths are actually used by the application.

How does Arnica secure AI-generated code?

Arnica's Agentic Rules Enforcer brings security policy into supported AI coding agents before code is generated. AI SAST then analyzes code during push and PR to identify additional context-dependent risks.

Does Arnica require CI/CD pipeline integration?

Arnica uses an SCM-based, pipelineless architecture, allowing security coverage to be deployed across connected repositories without configuring a scanner independently in each CI/CD pipeline.

Does Arnica keep my data secure?

Arnica takes customer data very seriously. Along with actively maintaining Arnica's SOC 2 Type 2 data security compliance and ISO 27001 certification, Arnica takes a number of steps to ensure your data is kept safe. See how on our Arnica Security page.

How does Arnica define Identities and Identity count?*

Arnica counts users and other contributing entities that have contributed code or had pull request activity within the last 90 days. Duplicate identities across organizations are consolidated, while contributor groups, assets, and organizations themselves are not counted as identities.

Can Arnica work alongside Endor Labs?

Yes. Arnica can be introduced alongside an existing AppSec stack, allowing teams to add capabilities and workflows without requiring an immediate rip-and-replace. Organizations can start with the areas they want to strengthen and expand their use of Arnica over time.

Secure more than your dependencies.

Bring security into the entire development lifecycle—from the AI agent generating code to the developer responsible for fixing it.

SEE ARNICA IN ACTION
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