AI Penetration Testing

Continuous AI Penetration Testing

Continuously validate exploitable risk across applications, APIs, cloud, Kubernetes, AI systems, and software supply chains—and drive every finding to verified remediation.

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Code Change
Context
Attack Plan
Black Box
White Box
Validate
Root Cause
Remediate
Approve
Verify
✓ Verified Fix

Annual penetration testing cannot keep up with modern software.

Point-in-Time Testing

Traditional penetration tests happen once or twice per year while applications change every day.

Too Much at Once

Large annual reports overwhelm engineering teams, delaying remediation.

Limited Context

Black-box testing alone lacks code, deployment, ownership, runtime, and business context needed to accelerate remediation.

Security testing should evolve as fast as your software.

Modern software changes continuously. Every commit introduces:

New APIs
Expanding attack surface
New Code
Introduces vulnerabilities
New Dependencies
Supply chain risk
New Cloud Resources
Unintended exposure

Penetration testing should continuously adapt instead of waiting for the next annual assessment.

Context changes everything.

Black-box testing tells you what attackers see.White-box testing tells you why it exists.

Black Box Testing

Attack applications exactly like external attackers.

White Box Testing

Leverage source code, APIs, infrastructure, runtime and dependency intelligence.

AI Attack Planning

Use LLMs to generate attack paths, test ideas and adaptive penetration tests.

Context Engine

Correlate runtime, cloud, APIs, code ownership, dependencies and business context.

Test what changed—not everything.

Instead of running one massive penetration test every year, OpsMx continuously identifies new APIs, code, services, infrastructure, and attack paths—and performs targeted penetration testing only where risk has changed.

Faster testing
Smaller backlogs
Continuous validation
Lower effort

AI Penetration Testing Workflow

1

Discover

Find new APIs and code changes

2

Context

Collect code, cloud, runtime data

3

Attack Planning

Generate intelligent attack paths

4

Black + White Box

Execute targeted tests

5

Validate

Prove exploitability

6

Root Cause

Identify why vulnerability exists

7

Remediate

Generate fix guidance

8

Governance

Apply approvals

9

Verify

Re-test and prove fix

Why OpsMx?

Continuous Testing

Security testing evolves with every software change.

Context-Aware Pentesting

Combine runtime, cloud, APIs, code, dependencies and ownership.

LLM-Powered Attack Reasoning

Use AI to intelligently plan and adapt penetration tests.

AI-Assisted Remediation

Generate developer-ready remediation guidance instead of just reports.

Human + AI Workflow

Coordinate developers, security, platform teams and AI agents.

Verified Risk Reduction

Continuously validate fixes and prove vulnerabilities are actually remediated.

Traditional vs OpsMx

Traditional

  • Annual
  • Mostly Black Box
  • Static Reports
  • Large Backlogs
  • Manual Retesting
  • Limited Context

OpsMx

  • Continuous
  • Black + White Box
  • AI-Assisted
  • Incremental
  • Context-Aware
  • Verified Fixes

Comprehensive Testing Coverage

Applications
APIs
Cloud
Kubernetes
Containers
Supply Chain
Secrets
AI Applications
MCP Servers
Authentication
Authorization
Business Logic
OWASP Top 10
Infrastructure

Works With Your Stack

GitHub
GitLab
Bitbucket
Jenkins
Azure DevOps
AWS
Azure
GCP
Kubernetes
Jira
ServiceNow
Slack

Don't just find vulnerabilities. Get them fixed.

OpsMx continuously discovers exploitable risk, coordinates remediation, and verifies that vulnerabilities are actually resolved.

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