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Unified Cognitive Security Maturity Model

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SECTION 12

12Conclusions and recommendations

1 min read15 of 17Read it in the book · page 46

Conclusions

SECTION 12

12.1 Principal findings

F1 · AI integration measurably expands the attack surface and security complexity.

F2 · Cognitive security capability is the strongest driver of enterprise resilience.

F3 · Governance amplifies capability; technology alone does not create resilience.

12.2 Contributions

The study contributes a unified maturity construct linking AI governance, cybersecurity and resilience, and a usable artefact — dimensions, levels, instrument, roadmap and governance — that turns the construct into decisions.

12.3 Recommendations

Boards should adopt the UCSMM score as a standing risk indicator; executives should fund capability before tooling; security leaders should run the twenty-item assessment annually and follow the 24-month roadmap.

12.4 Limitations and future research

Evidence is cross-sectional and self-reported. Longitudinal, sector-specific and cross-country validation of the instrument are recommended.

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