When building an AI-native security program, start with outcomes

What happened

When building an AI-native security program, start with outcomes, according to CSO Online. AI is starting to loosen that constraint by enabling certain kinds of work with greater depth and consistency, without requiring a linear increase in headcount. Most already understand what good security looks like.

Their challenge is delivering it consistently with the people, skills, budget, technology and time they have. That is where AI creates a new opportunity for lean security teams.

It can help them perform important security work faster, more consistently and with less dependence on scarce specialist capacity. Start with the security outcome the business needs most , then identify the work limited resources prevent the team from doing consistently.