###### Use Case

# Dev and DevOps Teams

Ship faster without late-stage security surprises. Get accurate security scanning that integrates seamlessly into your CI/CD pipeline.

Missing AuthZ

Auth Check

Public API

## The Challenge

Traditional SAST forces you to choose between speed and safety. [60% of teams say at least one-fifth of alerts are false positives](https://www.blackduck.com/blog/black-duck-devsecops-report.html) that break the build for no reason. Late findings trigger re-work that can derail sprint goals and release trains.

## Common Pain Points & How ZeroPath Solves Them

| Pain Point | How ZeroPath Solves It |
| --- | --- |
| **False positives breaking builds**<br>Teams waste hours investigating non-issues | **LLM-driven false-positive suppression**<br>Pipeline fails only on issues that matter |
| **Late-stage security surprises**<br>Critical issues found after code is in production | **Shift-left scanning in CI/CD**<br>Catch vulnerabilities at commit time, not release time |
| **Tool sprawl slowing pipelines**<br>Multiple security tools add minutes to every build | **All-in-one security scanning**<br>SAST, SCA, secrets, IaC, custom policies, PR reviews, risk management, and autofix in a single fast scan |
| **Manual remediation bottlenecks**<br>Security fixes block releases for days or weeks | **Auto-generated patches**<br>One-click fixes and Auto AppSec Mode for critical issues |

## How it Works

### 1\. Integrate

Native CI/CD hooks for GitHub, GitLab CI, Azure, Bitbucket Pipelines and any generic runner

### 2\. Scan

Context-aware scanning combines SAST, SCA, secrets, IaC, and policy checks in under 60 seconds

### 3\. Fix

One-click pull request patches with Auto AppSec Mode for hands-free remediation

### 4\. Ship

Policy-driven approvals ensure security without blocking legitimate releases

## Key Capabilities

### Native CI/CD Integration

- **Zero-friction gates** exactly where you want them
- **Branch protection rules** that enforce security policies
- **Parallel scanning** that doesn't slow down builds
- **Incremental analysis** for lightning-fast feedback

### Intelligent Alert Management

- **AI-powered triage** reduces false positives by 75%
- **Risk-based prioritization** focuses on what matters
- **Developer-friendly context** with code examples
- **Smart suppression rules** that learn from your decisions

### Automated Remediation

- **One-click fixes** generated by AI that understands your codebase
- **Auto AppSec Mode** opens merge-ready PRs for critical issues
- **Unit test generation** ensures fixes don't break functionality
- **Style-matching patches** that look like your team wrote them

### Unified Security Platform

- **Single scan** for SAST, SCA, secrets, IaC, and custom policies
- **Consolidated reporting** across all security domains
- **Unified policy engine** for consistent enforcement
- **Single pane of glass** for all security metrics

## Outcomes That Matter

- **Slash MTTR** with auto-generated patches and policy-driven approvals
- **Keep velocity high** - teams that find-and-fix in the same pipeline phase release 2-3× faster
- **Reduce context switching** with security feedback directly in your development tools
- **Improve code quality** with consistent security standards across all repositories

## Detect & fix what others miss