Use Case

DevSecOps

Shift security left without slowing the pipeline. Get enterprise-grade security that keeps pace with continuous delivery.
DevSecOps

ZeroPath's AI leaves a comment declaring a pull request safe.



The Challenge

Velocity defines success in DevSecOps. 36-40% of organizations still lack the in-house skills to run DevSecOps at scale, and engineers disable slow security stages first when builds threaten to exceed five minutes. Traditional security tools weren't built for the speed of modern CI/CD.

Common Pain Points & How ZeroPath Solves Them

Pain PointHow ZeroPath Solves It
Security tools killing build times
5+ minute scans get disabled to meet SLAs
Incremental diff scanning
Sub-60 second scans on typical microservice commits
Alert fatigue from noisy tools
Hundreds of notifications drowning real issues
Policy-driven alerting
Only fires when findings breach policy thresholds
Manual security ticket creation
Hours wasted translating findings to actionable tasks
Auto-AppSec mode
Automatically raises PRs for high-severity issues
Lack of DevSecOps metrics
No visibility into security impact on velocity
Pipeline analytics
Real-time metrics on scan duration, pass rates, and rework costs

How it Works

1. Incremental Scanning

Analyzes only changed code paths, completing in under 60 seconds

2. Smart Scheduling

Deep weekend scans with Auto-AppSec mode for comprehensive coverage

3. Integrated Alerting

Native integration with Slack, Teams, Jira, and Linear

4. Continuous Improvement

Analytics dashboard tracks security velocity metrics

Key Capabilities

Built for Speed

  • Incremental analysis scans only what changed
  • Parallel processing leverages modern CI/CD infrastructure
  • Smart caching remembers previous scan results
  • Optimized algorithms designed for microservices architecture

Intelligent Automation

  • Auto-AppSec mode schedules deep scans during off-hours
  • Automated PR creation for high-severity findings
  • Smart remediation generates fixes that match your coding standards
  • Policy-as-code enforces security standards automatically

Developer-Friendly Integration

  • Native CI/CD support for all major platforms
  • API-first design enables custom integrations
  • GitOps compatibility for infrastructure-as-code workflows

Enterprise Observability

  • Real-time dashboards track security KPIs
  • MTTR benchmarking against industry standards
  • Cost analysis shows security impact on velocity
  • Compliance reporting for regulated industries

Proven Results

Teams adopting ZeroPath see:

  • 8-10% increase in deployment throughput
  • 60% reduction in security-related build failures
  • 75% faster mean time to remediation
  • 75% fewer false positive alerts

Detect & fix
what others miss