What you will learn
- How public CTEM guidance is evolving
- Where identity and non-human identities fit
- How AI systems change the exposure picture
- How to prepare your program for the next 12 months
Explanation
Trends to plan for
- Identity as the primary exposure surface. Human and non-human identities frequently outrank CVEs in real attacks. Plan discovery and prioritization around identity risk.
- AI systems as new crown jewels. Model endpoints, training data, and prompt/retrieval pipelines are exposure surfaces of their own.
- Attack-path context over single findings. Chains of small issues that reach crown jewels beat isolated high-CVSS items.
- Tighter mobilization integration. CTEM plugs directly into engineering ticket tools with SLAs and evidence.
- Executive framing. Business-service risk with trend lines, not scanner counts.
How to prepare
- Add identity discovery to every scope.
- Add an "AI systems in scope" line to your scope statement template.
- Require one attack path per weekly top-N list.
- Integrate mobilization with existing engineering tooling, not a bespoke CTEM console.
- Refresh executive reporting around business services.
How to apply this
- Audit your program against the five trends above
- Pick one trend to close in the next quarter
- Update templates and checklists accordingly
- Re-brief executives on the updated approach
Common mistakes
- Assuming CTEM is a fixed 2023 playbook
- Treating identity as an afterthought
- Ignoring AI systems in scope
Frequently asked questions
Related pages
Program & Research
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CTEM Validate Stage
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Author
LearnCTEM Editorial Team
Practitioners and educators writing plain-English guides on Continuous Threat Exposure Management.
Reviewed by
Senior CTEM Practitioner Panel
Reviewed for accuracy against public CTEM guidance and real-world program experience.