Privacy Code Scanner · CI Integrations

Automate GDPR Data Mapping and Privacy Risk Prevention Before Deployment With Final Privacy Checks in Your CI Pipeline

Run sensitive data flow scans on every pull request across GitHub, GitLab, Bitbucket, Jenkins, CircleCI, Azure Pipelines, and others. Block builds when critical privacy leaks land and give developers actionable feedback directly in their code review.

HoundDog.ai CI integrations: GitHub, GitLab, Bitbucket, Jenkins, CircleCI, Azure Pipelines, with example YAML scan configuration
Automated CI Configurations

Roll Out CI Scans Across Thousands of Repos in Minutes, Not Months

For enterprises with thousands of repositories that prefer running scans in their own CI workflows, configuring CI across every codebase by hand can take months of engineering effort. With HoundDog.ai, it becomes a five-minute task.

Automated CI configuration UI for hounddogai/hounddog-test-healthcare-app: pull request scans, periodic scans, build blocking with severity threshold, and CI runner selection

Push Tailored CI Configurations Directly From the HoundDog.ai Cloud Platform

The HoundDog.ai Cloud Platform integrates directly with your source management platform, including GitHub, GitLab, and Bitbucket in both cloud and enterprise editions, and automatically pushes CI configurations as direct commits or pull requests requiring approval, tailored to your needs.

Each configuration supports deep customization of scan frequency, pull request blocking logic, developer-facing feedback through actionable comments in pull requests, and the option to use cloud-hosted or self-hosted runners.

Privacy and AppSec teams roll out continuous scans organization-wide without asking each engineering team to write and maintain their own YAML. Learn more about SCM integrations.

Coverage Across the SDLC

Integrations Supporting Most CI Pipelines

HoundDog.ai's static code scanner automates GDPR data mapping and privacy risk prevention at every stage of development. It starts with IDE plug-ins for developer-time feedback and integrates with CI/CD pipelines for the final privacy check before deployment.

IDE Plug-ins

Highlight sensitive data leaks as developers write code, with inline remediation guidance. Learn more

CI/CD Integrations

Run continuous scans on every pull request before code is merged into the main branch. Setup instructions

Recommended Rollout

From Baseline Scan to Continuous Coverage

Most organizations begin with a manual CLI-based scan of their most critical repositories to establish a baseline and prioritize urgent privacy risks. From there, they progress toward continuous privacy coverage.

Baseline CLI Scan

Run HoundDog.ai locally against your most critical repositories to establish a baseline and prioritize urgent sensitive data leaks.

IDE Plug-ins & CI/CD Integrations

Add IDE plug-ins for developer-time feedback, then add HoundDog.ai to your CI pipeline as the final pre-merge gate, with build blocking on critical findings and inline comments on pull requests.

Make Privacy by Design a Reality in Your SDLC

Shift left on privacy with code scanning. Detect sensitive data leaks, map sensitive data flows, surface suggested RoPA updates backed by code-based evidence, and generate PIA and DPIA before code reaches production.