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Modern software changes constantly: through tickets, pull requests, releases, remediation work, configuration and infrastructure updates, often faster than traditional security review can keep pace with. Most organisations can no longer look at every software change in detail, and older methods (annual pentests, dashboards, checklists) weren’t built for this pace of software change.

Cytix is the security decision layer for that problem. It reads the context behind each software change (the asset, the environment, prior findings, existing policy) and works out whether it matters, what could go wrong, and what response is proportionate: more context, a human review, a threat model, targeted testing, or an accepted risk with evidence attached.

The result isn’t more security work. It’s the right response to the right software change, decided against the organisation’s own policy, with the reasoning and outcome kept on record afterwards, so security, engineering and the business are working from the same understanding of what changed and why it matters.