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Common questions.
It complements and rationalizes them. Teams use SecureShift AI to prioritize high-signal decisions and enforce approved intent at merge.
No. Decisions appear in the pull request with clear remediation guidance, so engineers stay in flow while security stays enforceable.
It reads the security decisions your team already documented in design docs, threat models and tickets, and turns each into a versioned, testable requirement bound to the relevant code.
Choose cloud managed or on-prem. Typical rollout starts with validation, then a scoped pilot, then phased production enforcement.
GitHub, GitLab, Azure DevOps, Jira, Confluence and Slack out of the box, plus a REST API for everything else.